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Publications in 2026

  1. Anh Do Tuan, Ban Ha-Bang, Thi Thanh Binh Huynh, Tran Dao, Dinh Thanh Pham. MultiFatorial evolutionary algorithm with nodedepth encoding for inter-domain path computation under node-defined domain uniqueness constraint. Knowledge-Based Systems. 114910. 20/11/2025
  2. Pham Khanh Chi, Tran Vuong Hoang, Dinh Viet Sang, Ngo Van Linh. A framework for neural topic modeling using hierarchical clustering and contrastive learning with optimal transport. Neurocomputing. 132530. 24/12/2025
  3. Bui Quoc-Trung, Van-Trong Nguyen, Thi-Thanh-Binh Huynh. Mixed Integer Program for Selection of Hardware Resource Configurations in a Spark Cluster. Smart Innovation, Systems and Technologies. 173-184. 23/05/2025

Publications in 2025

  1. Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen. GloCOM: A Short Text Neural Topic Model via Global Clustering Context. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies. 1109–1124. Albuquerque, New Mexico. 28/04/2025
  2. Tung Nguyen, Tue Le, Hoang Tran Vuong, Quang Duc Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen. Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies. 4507–4524. Albuquerque, New Mexico. 28/04/2025
  3. Van Chien Trinh, Thu Ngo Tran Anh, Lam Nguyen Hoang, Ngo Hien Quoc, Chatzinotas Symeon, Binh Huynh Thi Thanh. Fairness Designs for Load Balancing Optimization in Satellite-Cell-Free Massive MIMO Systems. IEEE Transactions on Aerospace and Electronic Systems. 16343-16356. 30/10/2025
  4. Thanh Binh Huynh Thi, Van Duc Cuong, Van Son Nguyen, La Van Quan, Thi Hanh Nguyen. LSHADE-NGS: enhancing Q-coverage in directional sensor networks through navigated generation search. Neural Computing and Applications. 21659-21694. 03/07/2025
  5. Hai-Anh Tran; Cong-Son Duong; Trong-Duc Bui; Van Tong; Huynh Thi Thanh Binh. GAMR: Revolutionizing Multi-Objective Routing in SDN Networks With Dynamic Genetic Algorithms. IEEE Transactions on Emerging Topics in Computational Intelligence. 3147-3161. 15/02/2025
  6. Duc Long Nguyen, Duc Tien Du , Xuan Manh Nguyen, Ngoc Tu Nguyen, Khanh Hung Mai, Dinh Quan Dang, Gia Nam Hoang, Anh Duc Tran, Thanh Hung Nguyen, Diep N. Nguyen, Phi Le Nguyen, Van Khiem Mai. Enhancing Tropical Cyclone Intensity Forecasting over the Bien Dong Sea with Foundation Model and Prompt Tuning. Engineering Applications of Artificial Intelligence Journal. 29/09/2025
  7. Cui Wei, Ullah Ismat, Lin Weiming, Zhang Jupei, Chen Zhaowei, Yang Shuyi, Peng Wei, Zhuang Yin, Chen Wenjin, Cao Yi, Zhang Shujun, Jin Shengyang, Yang Liang. Multifunctional Sr2+/Zn2+ Co‐Doped Mesoporous Silica Nanoparticles in Injectable Hydrogel for Ameliorating Osteoporotic Osseointegration. Advanced Healthcare Materials. 15/06/2025
  8. Nguyen Quang H., Tran Hoang V., Nguyen Huu Tien, Le Phuong T. M., Nguyen Phi Le, Nguyen Binh P.. AIM: an accurate and explainable model for ATAC to GEX translation and pathway analysis. Memetic Computing. 1-12. 22/02/2025
  9. Nguyen Huy Hai, Pham Viet Bang, Hoang Lam, Nguyen Binh Minh. Potential Customer Detection for Decentralized Finance Applications Based on Wallet Transactions. Lecture Notes in Networks and Systems. 276-287. Hanoi. 20/12/2024
  10. Thai Nguyen, Trung Thanh NGUYEN, Tien Nguyen, Trung Nguyen Thanh, Hieu Pham, Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen. CT to PET Translation: A Large-scale Dataset and Domain-Knowledge-Guided Diffusion Approach. IEEE/CVF Winter Conference on Applications of Computer Vision. 28/02/2025
  11. Trong Bang Nguyen, Phi Le Nguyen, Simon Lucey, Minh Hoai. Region-Level Data Attribution for Text-to-Image Generative Models. International Conference on Computer Vision, ICCV 2025. 21/10/2025
  12. Thu Hang Phung, Manh Duong Nguyen, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Trong Nghia Hoang, Phi Le Nguyen. Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data. International Conference on Computer Vision, ICCV 2025. 21/10/2025
  13. 5. Manh Cuong Dao, The Hung Tran, Phi Le Nguyen, Thao Nguyen Truong, Trong Nghia Hoang,. ROOT: Rethinking Offline Optimization as Distributional Translation via Probabilistic Bridge. The Thirty-ninth Annual Conference on Neural Information Processing Systems (Neurips 2025). 02/12/2025
  14. Tu Vu, Manh Do, Tung Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen. Topic Modeling for Short Texts via Optimal Transport-Based Clustering. Findings of the Association for Computational Linguistics: ACL 2025. 7666–7680. 27/07/2025
  15. Nguyen Manh Duong, Huy Pham Nguyen Dang, Nguyen Phi Le, Do Minh N.. A Semi-Supervised Learning Framework with Cross-Magnification Attention for Glioma Mitosis Classification. 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI). 1-4. 14/04/2025
  16. Le Huong, Luu Ngoc, Nguyen Thanh, Dao Tuan, Dinh Sang. Optimizing Answer Generator in Vietnamese Legal Question Answering Systems Using Language Models. ACM Transactions on Asian and Low-Resource Language Information Processing. 1-17. 12/02/2025
  17. Quyen Tran, Tung Lam Tran, Khanh Doan, Toan Tran, Dinh Phung, Khoat Than, Trung Le. Boosting Multiple Views for pretrained-based Continual Learning. International Conference on Learning Representations. Singapore. 24/04/2025
  18. Minh Hai Vu , Thanh Trung Nguyen, Thi Ha Ly Dinh, Thanh-Hung Nguyen, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya. Evaluating MPQUIC Schedulers in Dynamic Wireless Networks with 2D and 3D Mobility. Computer Networks Journal. 03/09/2025
  19. Nguyen Son Dinh, Tuan Dung Nguyen, Duc Tri Tran, Nguyen Dang Huy Pham, Thuan Hieu Tran, Ngoc Anh Tong, Quang Huy Hoang, and Phi Le Nguyen. Sign Language Recognition: A Large-scale Multi-view Dataset and Comprehensive Evaluation. WACV 2025– IEEE/CVF Winter Conference. 7876-7886. 28/01/2025
  20. Vu Bach, Nguyen Hoang, Nguyen Quang Minh, Le Duong, Pham Hieu, Le Nguyen Phi, Nguyen Lam M.. Foundation Model and Temporal Priors-guided Transductive Few-shot Action Recognition. 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025). 1-5. 05/04/2025
  21. Phan Duc Hung, Bui Trong Duc, Nguyen Thi Tam, Huynh Thi Thanh Binh. Pareto Front Grid Guided Multiobjective Optimization In Dynamic Pickup And Delivery Problem Considering Two-Sided Fairness. Genetic and Evolutionary Computation Conference (GECCO ’25). 277-285. Spain. 14/07/2025
  22. Vu Quang Truong, Trinh The Minh, Nguyen Thi Hanh, Trinh Van Chien, Huynh Thi Thanh Binh, Nguyen Xuan Thang, Huynh Cong Phap. SPARTA-GEMSTONE: A two-phase approach for efficient node placement in 3D WSNs under Q-Coverage and Q-Connectivity constraints. Journal of Network and Computer Applications. 104175. 17/03/2025
  23. Tam Nguyen Thi, Anh Ngo Duy, Tung Dao Van, Huynh Thi Thanh Binh, Vinh Le Trong. Evolving routing and sequencing policies for dynamic vehicle routing problem with time windows. Applied Soft Computing. 114234. 05/11/2025
  24. Manh Cuong Dao a , Phi Le Nguyen a , Huy Hieu Pham, Thanh Hung Nguyen , Peng Chen , Mohamed Wahib, Thao Nguyen Truong. Noisy Data-based Attack: a New Type of Untargeted Attack in Federated Learning and Its Countermeasures. Future Generation Computer Systems. 02/05/2025
  25. Ta Duc Huy, Duy Anh Huynh, Yutong Xie, Yuankai Qi, Qi Chen, Phi Le Nguyen, Sen Kim Tran, Son Lam Phung, Anton van den Hengel, Zhibin Liao, Minh-Son To, Johan W. Verjans, Vu Minh Hieu Phan. Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding. International Conference on Computer Vision. 21/10/2025
  26. Hoang Tran Vuong, Tue Le, Tu Vu, Tung Nguyen, Linh Van Ngo, Sang Dinh, Thien Huu Nguyen. HiCOT: Improving Neural Topic Models via Optimal Transport andContrastive Learning. Findings of the Association for Computational Linguistics: ACL 2025. 13894–13920. 27/07/2025
  27. Pham Cuong M., Nguyen Phi Le, Nguyen Thanh Trung , Phan Vu Minh Hieu , Nguyen Binh P. |. Unleashing SAM for Few-Shot Medical Image Segmentation with Dual-Encoder and Automated Prompting. Medical Image Computing and Computer Assisted Intervention – MICCAI 2025 (MICCAI 2025). 23/09/2025
  28. Nam Duong Tran, Nam Nguyen Phuong, Hieu H. Pham, Phi Le Nguyen, My T. Thai. ConstStyle: Robust Domain Generalization with Unified Style Transformation. IEEE International Conference on Computer Vision (ICCV). 25/06/2025
  29. Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Phi Le Nguyen, Alan Wee-Chung Liew, Hongzhi Yin, Quoc Viet Hung Nguyen. A Survey of Machine Unlearning. ACM Transactions on Intelligent Systems and Technology. 27/09/2025
  30. Tue M. Cao, Nhat X. Hoang, Hieu H. Pham, Phi Le Nguyen, My T. Thai. NEURFLOW: INTERPRETING NEURAL NETWORKSTHROUGH NEURON GROUPS AND FUNCTIONAL IN-TERACTIONS. ICLR 2025. null. 24/04/2025
  31. 2. Trung Kien Pham, Hoang Minh Vu, Anh Duc Chu, Dac Thai Nguyen, Trung Thanh Nguyen, Thao Nguyen Truong, Mai Hong Son, Thanh Trung Nguyen, Phi Le Nguyen. PADM: A Physics-aware Diffusion Model for Attenuation Correction. The IEEE/CVF Winter Conference on Applications of Computer Vision 2026. 06/03/2026
  32. Giang Tran Thi Cam, Binh Huynh Thi Thanh, Luong Ho Viet Duc, Hoang Nguyen Huy, Huy Do Quoc. Fast marching firework method for multi-goal mobile robot path planning in complex obstacle maps. Intelligent Service Robotics. 1467-1484. 28/09/2025
  33. Anh Duc Le, Nam Le Hai, Thanh Xuan Nguyen, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen. Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies. 2450–2467. Albuquerque, New Mexico. 28/04/2025
  34. Tien Phat Nguyen, Vu Minh Ngo, Tung Nguyen, Linh Van Ngo, Duc Anh Nguyen, Sang Dinh, Trung Le. XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments. Findings of the Association for Computational Linguistics: EMNLP 2025. 5561–5575. 04/11/2025
  35. Toan Ngoc Nguyen, Nam Le Hai, Nguyen Doan Hieu, Dai An Nguyen, Linh Ngo Van, Thien Huu Nguyen, Sang Dinh. Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies. 142–153. Albuquerque, New Mexico. 28/04/2025
  36. Lan-Cuong Nguyen, Quan Nguyen-Tri, Bang Khanh, Dung D. Le, Long Tran-Thanh, Khoat Than. Provably Improving Generalization of Few-shot models with Synthetic Data. International Conference on Machine Learning (ICML). Canada. 12/07/2025
  37. Tue Le, Hoang Tran Vuong, Tung Nguyen, Linh Ngo Van, Sang Dinh, Trung Le, Thien Huu Nguyen. Multi-Surrogate-Objective Optimization for Neural Topic Models. Findings of the Association for Computational Linguistics: EMNLP 2025. 135–151. 04/11/2025
  38. Tran Hai Anh, Binh Huynh Thi Thanh, Mellouk Abdelhamid. Federated Learning for Network Traffic Classification: A Knowledge Consolidation Approach. IEEE Transactions on Network Science and Engineering. 797-814. 05/07/2025
  39. Chau Nguyen Minh, Sang Dinh Viet. A Diffusion Model for Personalized Text-to-Image Generation. Communications in Computer and Information Science. 418-431. 13/12/2024
  40. Lichuan Xiang, Quan Nguyen-Tri, Lan-Cuong Nguyen, Hoang Pham, Khoat Than, Long Tran-Thanh, Hongkai Wen. DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle. International Conference on Learning Representations. Singapore. 24/04/2025
  41. Du Xiaozheng, Hu Shijing, Zhou Feng, Wang Cheng, Nguyen Binh Minh. FI-NL2PY2SQL: Financial Industry NL2SQL Innovation Model Based on Python and Large Language Model. Future Internet. 12. 31/12/2024
  42. Doan Tung, To Hiep, Vuong Hong, Visani Muriel, Takasu Atsuhiro, Than Khoat. Generalized ordered Wasserstein distance for sequential data. Pattern Recognition. 111952. 31/05/2025
  43. Thang Nguyen Xuan, Hanh Nguyen Thi, Son Nguyen Van, Tan Nguyen Phuc, Hung To Quang, Chien Trinh Van, Binh Huynh Thi Thanh. Propagation-aware Q-coverage and Q-connectivity network design in relay-aided IoT sensor systems using heuristic and genetic algorithms. Neural Computing and Applications. 12031-12058. 18/02/2025
  44. 1. Nang Hung Nguyen, Phi Le Nguyen, Thao Nguyen Truong, Trong Nghia Hoang, Masashi Sugiyama. Causal Graph Learning via Distributional Invariance of Cause-Effect Relationship. Transactions on Machine Learning Research (TMLR). 19/12/2025
  45. Son Pham Tien, Hieu Nguyen Doan, An Nguyen Dai, Sang Dinh Viet. Improving Vietnamese Legal Document Retrieval Using Synthetic Data. Communications in Computer and Information Science. 378-393. 13/12/2024
  46. Dat Pham Vu Tuan, Doan Long, Binh Huynh Thi Thanh. HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs. Proceedings of the AAAI Conference on Artificial Intelligence. 26931-26938. 26/02/2025
  47. My Binh Nguyen Thi, Minh Tam Le Vu, Duc Luong Ho Viet, Chien Trinh Van, Thanh Binh Huynh Thi. Reinforcement Learning-based Genetic Algorithm for Computation Offloading Optimization in UAV-assisted MEC Systems. The Genetic and Evolutionary Computation Conference Companion. 307-310. Malaga, Spain. 14/07/2025
  48. Thanh Tam Nguyen, Zhao Ren, Trinh Pham, Phi Le Nguyen, Quoc Viet Hung Nguyen, Hongzhi Yin. A review of instruction-guided image editing. Engineering Applications of Artificial Intelligence. 22/10/2025
  49. Nguyen Tung, Pham Duy-Tung, Nguyen Quang Duc, Ngo Van Linh, Nguyen Duc Anh, Dinh Viet Sang. TopiCOT: Neural topic model aligning with pre-trained clustering and optimal transport. Neurocomputing. 131268. 13/08/2025
  50. Duc Luong Ho Viet, Chien Trinh Van, Nguyet Anh Lang Hong, Binh Huynh Thi Thanh. Hybrid Deterministic and Metaheuristic Optimization for Physical Adversarial Attack on End-to-End Autoencoder Wireless Communication Systems. The Genetic and Evolutionary Computation Conference Companion. 259-262. Malaga, Spain. 14/07/2025
  51. Nguyen Manh Duong, Nguyen Dac Thai, Nguyen Trung Viet, Yamada Homi, Pham Huy Hieu, Le Nguyen Phi. Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models. 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI). 1-5. 13/04/2024
  52. Nang Hung Nguyen; Truong Thao Nguyen; Trong Nghia Hoang; Hieu H. Pham; Thanh Hung Nguyen; Phi Le Nguyen. SAFA: Handling Sparse and Scarce Data in Federated Learning with Accumulative Learning. IEEE Transactions on Computers. 28/02/2025
  53. Yunfei Wang, Yeqin Zhang, Yuyang Wu, Liang Lu, Phi Le Nguyen, Xiaoliang Wang, Cam-Tu Nguyen. MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms?. The Association for Computational Linguistics: EMNLP 2025. 04/11/2025
  54. Huu Tien Nguyen, Dac Thai Nguyen, Duc Nguyen The Minh, Trung Thanh Nguyen, Thao Nguyen Truong, Hieu Pham, Johan Barthelemy, Tran Minh Quan, Quoc Viet Hung Nguyen, Thanh Tam Nguyen, Mai Hong Son, Chau Quynh Anh, Thanh Trung Nguyen, Phi Le Nguyen. Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation. The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025). 02/12/2025
  55. Tran Thanh Hai, Nguyen Dac Tam, Ngo Minh Duc, Doan Long, Luong Ngoc Hoang, Binh Huynh Thi Thanh. Kernelshap-nas: a shapley additive explanatory approach for characterizing operation influences. Neural Computing and Applications. 11755-11771. 04/02/2025
  56. Ho Viet Duc Luong, Huynh Thi Thanh Binh, Nguyen Thi My Binh, Trinh Van Chien. Mobile device-target association optimization for connectivity enhancement in wireless IoT sensor networks. Cluster Computing. 978. 02/07/2025
  57. Tran Hue Thi, Hoang Ky Tuan, Nguyen Phuong Khanh, Binh Huynh Thi Thanh. A bi-objective Medical Sampling Service System. Genetic and Evolutionary Computation Conference (GECCO ’25 Companion). 435-438. 14/07/2025
  58. Dung Nguyen, Minh Khoi Ho, Huy Ta, Thanh Tam Nguyen, Qi Chen, Kumar Rav, Quy Duong Dang, Satwik Ramchandre, Son Lam Phung, Zhibin Liao, Minh-Son To, Johan Verjans, Phi Le Nguyen, Vu Minh Hieu Phan. Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering. Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence (IJCAI). 16/08/2025
  59. Thanh Trung Nguyen, Minh Hai Vu, Phi Le Nguyen, Kien Nguyen. Analysis and visualization of QUIC protocol deployment in Vietnam. IEICE Communications Express. 12/08/2025
  60. Ta Duc Huy1() , Abin Shoby1 , Sen Tran, Yutong Xie5 , Qi Chen1 , Phi Le Nguyen4 , Akshay Gole1 , Lingqiao Liu1 , Antonios Perperidis1 , Mark Friswell3 , Rebecca Linke3 , Andrea Glynn3 , Minh-Son To2 , Anton van den Hengel1 , Johan Verjans1 , Zhibin Liao1 , Minh Hieu Phan1. PedCLIP: A Vision-Language model for Pediatric X-rays with Mixture of Body part Experts. Medical Image Computing and Computer Assisted Intervention – MICCAI 2025. 23/09/2025
  61. Nguyen Tran Tri Dung, Do Thi Thuy Nga, Hoang Quang Huy, Nguyen Phi Le, Tran Anh Vu. M3-SLR: Self-Supervised Pretraining with MaxFlow MaskFeat for Improved Multi-View Sign Language Representation. IEEE Access. 148170-148191. 17/08/2025
  62. Duc Bui Trong, Chien Trinh Van, Ngo Hien Quoc, Binh Huynh Thi Thanh. Multi-Objective Signal Optimization to Balance Multiple Conflicting Metrics in RIS-Assisted MIMO Systems. Genetic and Evolutionary Computation Conference (GECCO ’25 Companion). 915-918. Malaga, Spain. 14/07/2025
  63. Van Tong; Cuong Dao; Hai Anh Tran; Duc Tran; Huynh Thi Thanh Binh; Nam-Thang Hoang. Encrypted Traffic Classification Through Deep Domain Adaptation Network With Smooth Characteristic Function. IEEE Transactions on Network and Service Management. 331-343. 24/01/2025
  64. Manh Duong Nguyen, Trong Nghia Hoang, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Phi Le Nguyen. Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data. The Thirty-Ninth Annual Conference on Neural Information Processing Systems (Neurips 2025). 02/12/2025
  65. Hung Phan Duc, Tam Nguyen Thi, Thanh Binh Huynh Thi. Adaptive ant colony optimization for solving dynamic vehicle and drone routing with time window constraints. Evolutionary Intelligence. 24/08/2025
  66. Son Nguyen Van, Hanh Nguyen Thi, Minh Trinh The, Binh Huynh Thi Thanh, Thang Nguyen Xuan. Heuristic and approximate Steiner tree algorithms for ensuring network connectivity in mobile wireless sensor networks. Journal of Network and Computer Applications. 104155. 24/02/2025
  67. Thanh Trung Huynh, Trong Bang Nguyen, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen. Certified Unlearning for Federated Recommendation. ACM Transactions on Information Systems. 17/01/2025
  68. Than Khoat, Phan Dat, Vu Giang. Gentle local robustness implies generalization. Machine Learning. 25/03/2025
  69. Pham Thanh Duc, Hai Nam Le, Van Linh Ngo, Diep Nguyen Thi Ngoc, Dinh Sang, Nguyen Thien Huu. Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 10791-10809. Vienna, Austria. 27/07/2025

Publications in 2024

  1. Ren Zhiyao, Dinh Viet Sang, Wong Pooi-Mun, Chng Chin-Boon, Too Joan Jue-Ying, Foong Theng-Wai, Loh Will Ne-Hooi, Chui Chee-Kong. G2LCPS: End-to-end semi-supervised landmark prediction with global-to-local cross pseudo supervision for airway difficulty assessment. Computers in Biology and Medicine. 109246. 02/10/2024
  2. Hung Tran Huy, Nguyen Thi Tam, Huynh Thi Thanh Binh, Le Trong Vinh. Two-stage metaheuristic for reliable and balanced network function virtualization-enabled networks. Soft Computing. 30/12/2023
  3. Thanh Trung Huynh, Trong Bang Nguyen, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen. Certified Unlearning for Federated Recommendation. ACM Transactions on Information Systems. 21/11/2024
  4. Trinh Van Chien, Bui Trong Duc, Ho Viet Duc Luong, Huynh Thi Thanh Binh, Hien Quoc Ngo, Symeon Chatzinotas. Solving Indefinite Communication Reliability Optimization for RIS-Aided Mobile Systems by an Improved Differential Evolution. GECCO '24 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion. 651-654. Melbourne, Australia. 14/07/2024
  5. Manh Duong Nguyen, Trung Thanh Nguyen, Huy Hieu Pham, Trong Nghia Hoang, Phi Le Nguyen and Thanh Trung Huynh. FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization. International Symposium on Network Computing and Applications (NCA). 23/10/2024
  6. Duy A. Nguyen, Trang H. Tran, Huy Hieu Pham, Phi Le Nguyen, Lam M. Nguyen. Improving Time Series Encoding with Noise-Aware Self-Supervised Learning and an Efficient Encoder. IEEE International Conference on Data Mining. 09/12/2024
  7. Do Tuan Anh, Huynh Thi Thanh Binh, Ban Ha Bang, Nguyen Duc Thai, Phung Bao Ha. A multi-population multi-tasking variable neighborhood search algorithm with diversity enhancements for inter-domain path computation problem. Swarm and Evolutionary Computation. 1-15. 01/02/2024
  8. Nguyễn Bình Long, Đỗ Tuấn Anh, Huỳnh Thị Thanh Bình, Ban Hà Bằng. An online transfer learning based multifactorial evolutionary algorithm for solving the clustered Steiner tree problem. Knowledge-Based Systems. 26/04/2024
  9. Duong Nguyen, Phi Le Nguyen, Truong Nguyen, Hieu Pham, and Duc Tran. FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks. IEEE BigData. 15/12/2024
  10. Tuan Dung Nguyen; Ngoc Anh Tong; Binh P. Nguyen; Quoc Viet Hung Nguyen; Phi Le Nguyen; Thanh Trung Huynh. Hierarchical Federated Learning in MEC Networks with Knowledge Distillation. 2024 International Joint Conference on Neural Networks (IJCNN). 1-8. Yokohama, Japan. 30/06/2024
  11. Nguyen Trung Thanh, Le Nguyen Phi, Kawanishi Yasutomo, Komamizu Takahiro, Ide Ichiro. Zero-Shot Pill-Prescription Matching With Graph Convolutional Network and Contrastive Learning. IEEE Access. 55889-55904. 17/04/2024
  12. Minh Hieu Nguyen, Thanh Trung Huynh, Thanh Toan Nguyen, Phi Le Nguyen, Hien Pham, Jun Jo, Thanh Tam Nguyen. On-Device Diagnostic Recommendation with Heterogeneous Federated BlockNets. Science China Information Sciences. 1-17. 14/09/2024
  13. Dong Duc Anh Nguyen, Minh Hieu Nguyen, Phi Le Nguyen, Jun Jo, Hongzhi Yin, Thanh Tam Nguyen. Multi-task Learning of Heterogeneous Hypergraph Representations in LBSNs. The 20th International Conference on Advanced Data Mining and Applications 2024. 15/12/2024
  14. Nguyen Thi Tam, Le Huy Duong , Huynh Thi Thanh Binh, Le Trong Vinh. Subswarm-guided ant colony optimization with enhanced pheromone update mechanism and beam search for VNF placement and routing. Applied Soft Computing. 06/01/2024
  15. Quang Ha Pham, Nguyen Nang Hung, Hieu Pham, Nguyen Thanh-Hung, Truong Thao Nguyen, Phi Le Nguyen. SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning. The Eleventh International Symposium on Computing and Networking (CANDAR). 27/11/2024
  16. Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer. Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024). 55-72. Vilnius, Lithuania. 08/09/2024
  17. Sakong Darnbi, Vu Viet Hung, Huynh Thanh Trung, Nguyen Phi Le, Yin Hongzhi, Nguyen Quoc Viet Hung, Nguyen Thanh Tam. Higher-order knowledge-enhanced recommendation with heterogeneous hypergraph multi-attention. Information Sciences. 121165. 01/10/2024
  18. Nguyen Anh Duy, Phung Thu Hang, Nguyen Thuy Dung, Pham Huy Hieu, Nguyen Kien, Nguyen Phi Le. GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices. Engineering Applications of Artificial Intelligence. 107591. 01/02/2024
  19. Thanh Trung Nguyen, Minh Hai Vu, Thi Ha Ly Dinh, Thanh Hung Nguyen, Phi Le Nguyen, Kien Nguyen. FQ-SAT: A fuzzy Q-learning-based MPQUIC scheduler for data transmission optimization. Computer Communications. 107924. 08/08/2024
  20. Tung Nguyen, Tung Pham, Linh Ngo Van , Ha-Bang Ban , Khoat Than. Out-of-vocabulary handling and topic quality control strategies in streaming topic models. Neurocomputing. 128757. 19/10/2024
  21. Thanh Pham Dinh, Long Nguyen Binh, Vinh Le Sy, Binh Huynh Thi Thanh. Evolutionary multitasking algorithm based on a dynamic solution encoding strategy for the minimum s-club cover problem. Evolutionary Intelligence. 1-24. 04/11/2024
  22. Trinh Van Chien; Bui Trong Duc; Ho Viet Duc Luong; Huynh Thi Thanh Binh; Hien Quoc Ngo; Symeon Chatzinotas. Solving Indefinite Communication Reliability Optimization for RIS-Aided Mobile Systems by an Improved DE. The Genetic and Evolutionary Computation Conference (GECCO). 1-4. Melbourne , Australia. 14/07/2024
  23. Binh Minh Nguyen; Thieu Nguyen; Quoc-Hien Vu; Tran Huy Hung; Tran Hoang Hai; Huynh Thi Thanh Binh; Van-Dang Tran. Dholes Hunting-A Multi-Local Search Algorithm Using Gradient Approximation and Its Application for Blockchain Consensus Problem. IEEE Access. 93333-93349. 11/06/2024
  24. Nguyen Minh Hieu, Nguyen Huu Tien, Nguyen Trung Thanh, Nguyen Manh Duong, Hoang Trong Nghia, Nguyen Truong Thao, Nguyen Phi Le. FedCert: Federated Accuracy Certification. The 22nd International Symposium on Network Computing and Applications. 254-261. 23/10/2024
  25. Tung Doan, Tuan Phan, Phu Nguyen, Khoat Than, Muriel Visani, Atsuhiro Takasu. Partial ordered Wasserstein distance for sequential data. Neurocomputing. 127908-127925. 19/05/2024
  26. Tue Minh Cao, Nhat Hoang-Xuan, Hieu Pham, Phi Le Nguyen, My T. Thai. NeurFlow: Interpreting Neural Networks through Critical Neuron Groups and Functional Interactions. The Thirteenth International Conference on Learning Representations, ICLR 2025. 23/08/2024
  27. Trinh Van Chien, Bui Trong Duc, Ho Viet Duc Luong, Huynh Thi Thanh Binh, Hien Quoc Ngo, Symeon Chatzinotas. Active and Passive Beamforming Designs for Communication Reliability in RIS-Assisted MIMO Systems. IEEE Transactions on Wireless Communications. 18838-18854. 02/10/2024
  28. Viet Nguyen, Giang Vu, Tung Nguyen Thanh, Toan Tran, Khoat Than. On inference stability for diffusion models. AAAI Conference on Artificial Intelligence. Canada. 22/02/2024
  29. Nguyen Thanh Trung, Vu Minh Hai, Ly Dinh Thi Ha, Nguyen Phi Le, Nguyen Kien. MuLeS: A Multi-Client Learning-Based MPQUIC Scheduler. Proceedings - IEEE Consumer Communications and Networking Conference, CCNC. 656-661. 05/01/2025
  30. Trinh Van Chien; Ngo Tran Anh Thu; Nguyen Hoang Lam; Huynh Thi Thanh Binh; Nguyen Thi My Binh. On the Performance of User Association in Space-Ground Communications with Integer-Coded Genetic Algorithms. The Genetic and Evolutionary Computation Conference (GECCO). 1-8. Melbourne, Australia. 14/07/2024
  31. Manh Cuong Dao, Phi Le Nguyen, Thao Nguyen Truong, Trong Nghia Hoang. Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques. The Thirty-eighth Annual Conference on Neural Information Processing Systems, NeurIPS 2024. 10/12/2024
  32. Nguyen Thanh Tam, Huynh Thanh Trung, Ren Zhao, Nguyen Thanh Toan, Nguyen Phi Le, Yin Hongzhi, Nguyen Quoc Viet Hung. Privacy-preserving explainable AI: a survey. Science China Information Sciences. 01/01/2025
  33. T. K. Lai, and I. L. Ngo. An investigation on the thermo-electrohydraulic performance of novel ECF micro-pump.. International Journal of Heat and Mass Transfer. 29/09/2024
  34. Manh Cuong Dao, Phi Le Nguyen, Thao Nguyen Truong, Trong Nghia Hoang. Boosting Offline Optimizers with Surrogate Sensitivity. ICML. 1-10. áo. 21/07/2024
  35. Trinh Van Chien, Bui Trong Duc, Ho Viet Duc Luong, Huynh Thi Thanh Binh, Hien Quoc Ngo, Symeon Chatzinotas. Active and Passive Beamforming Designs for SER Minimization in RIS-Assisted MIMO Systems. IEEE Transactions on Wireless Communications. 18838-18854. 02/10/2024
  36. Minh Khiem Pham, Phi Le Nguyen, Viet Hung Vu, Thao Nguyen Truong, Hoa Vo-Van, Thanh Ngo-Duc. A Data-driven Approach for High Accurate Spatiotemporal Precipitation Estimation", Neural Computing and Applications Journal. Neural Computing and Applications. 6099–6118. 13/12/2023
  37. Sikandar Ali Qalati, MengMeng Jiang, Samuel Gyedu, and Emmanuel Kwaku Manu. Do Strong Innovation Capability and Environmental Turbulence Influence the Nexus Between Customer Relationship Management and Business Performance?. Business Strategy and the Environment. 02/07/2024
  38. Hoàng Thanh Hải, Thân Quang Khoát. A DEEP LEARNING APPROACH FOR CREDIT SCORING. TNU Journal of Science and Technology. 14/05/2024
  39. Van An Le, Nam Duong Tran, Phuong Nam Nguyen, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen, Yusheng Ji. Enhancing the Generalization of Personalized Federated Learning with Multi-head Model and Ensemble Voting. 38th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2024). 205-216. Mỹ. 27/05/2024
  40. Viet Hung Vu, Duc Long Nguyen, Thanh Hung Nguyen, Nguyen Quoc Viet Hung, Phi Le Nguyen, Huynh Thanh Trung. Self-supervised air quality estimation with graph neural network assistance and attention enhancement. Neural Computing and Applications. 11171–11193. 21/02/2024
  41. Minh Hai Vu, Thanh Trung Nguyen, Thi Ha Ly Dinh, Phi Le Nguyen, Kien Nguyen. LoGra: an LSTM-DDPG Integrated MPQUIC Scheduler for Mobile Video Streaming. 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall). 1-5. Washington, DC, USA. 07/10/2024
  42. Ha Minh Hieu, Phan Duc Hung, Tran Duc Chinh, Van Duc Cuong, Dao Van Tung, Huynh Thi Thanh Binh. Alimentation Deep Multiple Optimal Ant Colony Optimization to solve Vehicle Routing Problem with Time Windows. The Genetic and Evolutionary Computation Conference. 14/07/2024
  43. JYE Tin, WW Tan, AA Bakar, MS Mahali, FF Lothai, NF Mohammad, SSA Hassan & KF Chin. A Conceptual Design of Sustainable Solar Photovoltaic (PV) Powered Corridor Lighting System with IoT Application. ICREEM 2022. 09/03/2024
  44. Do Tuan Anh a, Huynh Thi Thanh Binh a, Do Luong Kien a, Nguyen Hoang Long a, Tran Cong Dao a b, Ha-Bang Ban a. Node-depth based Genetic Algorithm to solve Inter-Domain path computation problem. Knowledge-Based Systems. 04/11/2023
  45. Ha-Bang Ban, Huynh Thi Thanh Binh, Tuan Anh Do, Cong Dao Tran, Su Nguyen. A hybrid and adaptive evolutionary approach for multitask optimization of post-disaster traveling salesman and repairman problems. Computers & Operations Research. 1-20. 12/03/2024
  46. Van An Le, Duc Long Nguyen, Phi Le Nguyen, Yusheng Ji. Traffic Engineering in Large-scale Networks via Multi-Agent Deep Reinforcement Learning with Joint-Training. 2024 33rd International Conference on Computer Communications and Networks (ICCCN). 1-9. Kailua-Kona, HI, USA. 29/07/2024
  47. Trinh Thi Ha, Nguyen Trung Dung, Nguyen Thanh Huong, Tran Trong An, Pham Van Tuan, Vu Ngoc Hung, Chu Manh Hoang. Investigating the coupling length of two triangle hybrid gap plasmonic waveguides. The International Conference on Advanced Materials and Technology (ICAMT 2024). 10-13. Hanoi. 09/10/2024
  48. Le Tien Thanh, Ta Bao Thang, Le Van Cuong, Huynh Thi Thanh Binh. Multitask Augmented Random Search in deep reinforcement learning. Applied Soft Computing Journal. 04/04/2024
  49. Tung Trinh; Huy Hai Nguyen; Thang Nguyen; Duc Tran; Binh Minh Nguyen. Entity Detection in EVM-based Blockchain Networks Using Machine Learning. 2024 IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS). 61-68. Thượng Hải, Trung Quốc. 16/07/2024
  50. Tuan Dung Nguyen, Thanh Trung Huynh, Minh Hieu Phan, Quoc Viet Hung Nguyen, Phi Le Nguyen. CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 10392–10407. 12/11/2024
  51. Quang Truong Vu, Phuc Tan Nguyen, Thi Hanh Nguyen, Thi Thanh Binh Huynh, Trinh Van Chien, Mikael Gidlund. Striking the Perfect Balance: Multi-Objective Optimization for Minimizing Deployment Cost and Maximizing Coverage with Harmony Search. Journal of Network and Computer Applications. 104006. 23/08/2024
  52. Sikandar Ali Qalati, Domitilla Magni, and Faiza Siddiqui. Senior Management's Sustainability Commitment and Environmental Performance: Revealing the Role of Green Human Resource Management Practices.. Business Strategy and the Environment. 02/08/2024
  53. T. K. Lai, and I. L. Ngo. A new design and optimization of VD-ECF micro-pump: Advancements in electrohydraulic performance. Physics of Fluids. 29/07/2024
  54. Nguyen Thi Tam, Tran Ho Khanh Ly, Bui Trong Duc, Tran Huy Hung, Huynh Thi Thanh Binh. Multi-Objective Virtual Network Functions Placement and Traffic Routing Problem. 2024 IEEE Congress on Evolutionary Computation (CEC). 01-08. 30/06/2024
  55. Thu Hang Phung; Binh P. Nguyen; Thanh Hung Nguyen; Quoc Viet Hung Nguyen; Phi Le Nguyen; Thanh Trung Huynh. A Contrastive Learning and Graph-based Approach for Missing Modalities in Multimodal Federated Learning. 2024 International Joint Conference on Neural Networks (IJCNN). 1-8. Yokohama, Japan. 30/06/2024
  56. Duc Long Nguyen, Thao Nguyen Truong, Phi Le Nguyen. Combating Quality Distortion in Federated Learning with Collaborative Data Selection. 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2024). 25/04/2024
  57. Nguyen Thi My Binh, Huynh Thi Thanh Binh, Ho Viet Duc Luong, Nguyen Tien Long, Trinh Van Chien. An efficient exact method with polynomial time-complexity to achieve k-strong barrier coverage in heterogeneous wireless multimedia sensor networks. Journal of Network and Computer Applications. 19/08/2024
  58. Thanh Tran Hai, Doan Long, Luong Ngoc Hoang, Huynh Thi Thanh Binh. THNAS-GA: A Genetic Algorithm for Training-free Hardware-aware Neural Architecture Search. GECCO. 1128-1136. 14/07/2024
  59. T. K. Lai, and I. L. Ngo. An investigation on the electrohydraulic performance of novel ECF micro-pump with NACAshaped electrodes. Theoretical and Computational Fluid Dynamics. 29/02/2024
  60. Tran Thi Cam Giang, Dao Tung Lam , Huynh Thi Thanh Binh, Dinh Thi Ha Ly, Do Quoc Huy. BWave framework for coverage path planning in complex environment with energy constraint. Expert Systems with Applications. 123277. 16/01/2024
  61. Tung Tran, Khoat Than, Danilo Vargas. Robust Visual Reinforcement Learning by Prompt Tuning. ACCV 2024. Lecture Notes in Computer Science.. 387–401. Hanoi. 08/12/2024
  62. Pham Minh Khiem, Nguyen Phi Le, Vu Viet Hung, Truong Thao Nguyen, Vo-Van Hoa, Ngo-Duc Thanh. A data-driven approach for high accurate spatiotemporal precipitation estimation. Neural Computing and Applications. 6099-6118. 01/04/2024
  63. Trần Thị Huế; Bảo Nguyễn; Quốc Nguyễn; Phạm Phú Mạnh; Nguyễn Khánh Phương; Huỳnh Thị Thanh Bình; Đặng Quang Thắng. The Vehicle Routing Problem with Drones and Flexibility Demands. IEEE Congress on Evolutionary Computation. 1-8. Yokohama, Japan. 30/06/2024

Publications in 2023

  1. Nguyễn Đức Ca, Phan Thị Thu, Hoàng Thị Minh Anh, Phạm Ngọc Dương, Nguyễn Hoàng Giang, Nguyễn Lệ Hằng. Nâng cao hiệu quả quản trị đại học trong bối cảnh đổi mới giáo dục tại Việt Nam. Tạp chí khoa học giáo dục Việt Nam. 14/03/2023
  2. Do Tuan Anh, Huynh Thi Thanh Binh, Nguyen Duc Thai, Pham Dinh Thanh. A Particle Swarm Optimization and Variable Neighborhood Search based multipopulation algorithm for Inter-Domain Path Computation problem. Applied Soft Computing Journal. 1-17. 20/01/2023
  3. Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do. FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Collaborative Training. IEEE Transactions on Network and Service Management. 1-20. 01/09/2023
  4. Vu Hoang Long, Tran Quang Anh, Do Bao Son, Ta Huu Binh, Binh Minh Nguyen, Huynh Thi Thanh Binh. GAPRO: An Adaptive User-centric Resource Allocation and Task Offloading Strategy for Multi-access Edge Computing. SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology. 260-267. Ho Chi Minh city, Vietnam. 06/12/2023
  5. Bui Hong Ngoc, Nguyen Thi Tam, Huynh Thi Thanh Binh, Le Trong Vinh. A phenotype-based multi-objective evolutionary algorithm for maximizing lifetime in wireless sensor networks with bounded hop. Soft Computing. 1-10. 20/06/2023
  6. Ren-Jun Soon, Dinh Viet Sang, Chin-Boon Chng, Chee-Kong Chui. Explainable AI for CPS-Based Manufacturing Workcell. 2023 International Conference on System Science and Engineering (ICSSE). 332-337. 27/07/2023
  7. Ngo-Kien Duong, Viet-Sang Dinh, Thi-Oanh Nguyen. MCLDA: Multi-level Contrastive Learning for Domain Adaptive Semantic Segmentation. SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology. 343–350. Ho Chi Minh, Viet Nam. 07/12/2023
  8. Sikandar Ali Qalati, Belem Barbosa, and Blend Ibrahim. Factors influencing employees’ eco-friendly innovation capabilities and behavior: the role of green culture and employees’ motivations. Environment, Development and Sustainability. 02/10/2023
  9. Hoang Quan Pham, Manh Cuong Pham, Thanh Hung Nguyen, Phi Le Nguyen, Van Chien Trinh. A Q-Learning-based Energy Efficiency Optimization in LoRa Networks. soict 2023. 312–318. tphcm. 08/12/2023
  10. Tran Cong Dao, Nguyen Thi Tam, Nguyen Quang Quy, Huynh Thi Thanh Binh. An energy-efficient scheme for maximizing data aggregation tree lifetime in wireless sensor network. Journal of Ambient Intelligence and Humanized Computing. 12329-12344. 02/05/2023
  11. Nguyen Minh Chau, Nguyen Ngoc Toan, Le Dinh Tuyen, Dinh Viet Sang, Pooi-Mun Wong, Chin-Boon Chng and Chee-Kong Chui. Boosting Facial Landmark Detection via Self-supervised and Semi-supervised Learning. The 12th International Symposium on Information and Communication Technology. 485-492. 07/12/2023
  12. Tran Xuan Bach, Nguyen Duc Anh, Ngo Van Linh, Khoat Than. Dynamic Transformation of Prior Knowledge Into Bayesian Models for Data Streams. IEEE Transactions on Knowledge and Data Engineering. 3742-3750. 23/12/2021
  13. Nguyen Van Giang, Nguyen Minh Son, Kieu Anh Van, Tran Cat Khanh, Pham Ngoc Minh, Dinh Viet Sang. One-stage Robotic Grasp Detection. International Conference on Knowledge and Systems Engineering (KSE). 18/10/2023
  14. Cong Dao Tran , Anh Do Tuan , Huynh Thi Thanh Binh , Anh Do Duc , Bang Ban Ha , Su Nguyen Phan Bach. MNDE: Node-depth encoding can do better in evolutionary multitask algorithms. Proceedings of the Companion Conference on Genetic and Evolutionary Computation. 251-254. 15/07/2023
  15. Huynh Thanh Trung, Nguyen Minh Hieu, Nguyen Thanh Tam, Phi Le Nguyen, Weidlich Matthias, Nguyen Quoc Viet Hung, Aberer Karl. Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. The 16th ACM International WSDM Conference 2023. 850–858. 27/02/2023
  16. Khang Nguyen, Kien Do, Truong Vu, Khoat Than. Unsupervised image segmentation with robust virtual class contrast. Pattern Recognition Letters. 10-16. 07/07/2023
  17. Tran Thi Cam Giang; Nguyen Tien Dung; Huynh Thi Thanh Binh; Do Quoc Huy; Mac Thi Thoa. Wave Environment Decomposition with Adaptive Tri-Objective Particle Swarm Optimization for Mobile Robot Path Planning. 2022 IEEE Symposium Series on Computational Intelligence (SSCI). 990-997. Singapore. 04/12/2022
  18. Nguyen Thi Hanh; Huynh Thi Thanh Binh; Nguyen Quang Huy; Nguyen Van Thanh; Banh Thi Quynh Mai. Node placement optimization under K-Coverage and K-Connectivity constraints in wireless sensor networks. 2022 IEEE Symposium Series on Computational Intelligence (SSCI). 8. 04/07/2022
  19. Xuan Cuong Do, Hoang Dang Nguyen, Nhat Hai Nguyen, Thanh Hung Nguyen, Hieu Pham, Phi Le Nguyen. A Novel Approach for Extracting Key Information from Vietnamese Prescription Images. SoICT 2023. 539–545. TPHCM. 08/12/2023
  20. Minh Quang Le, Nguyen Nang Hung, Kien Nguyen, Phi Le Nguyen, Phan Thuan Do. Perpetual Sensor Networks with the Minimum Number of Mobile Chargers. Soict 2023. 282–288. tphcm. 08/12/2023
  21. Nguyen Binh Minh; Nguyen Thieu; Vu Quoc Hien; Tran Huy Hung; Vo Hiep; Son Do Bao; Binh Huynh Thi Thanh; Yu Shui; Wu Zongda. A Novel Nature-inspired Algorithm for Optimal Task Scheduling in Fog-Cloud Blockchain System. IEEE Internet of Things Journal. 1-1. 23/06/2023
  22. Nguyen Thi Hanh, Huynh Thi Thanh Binh, Nguyen Van Son, Nguyen Thi Trang, Phan Ngoc Lan. Optimizing wireless sensor network lifetime through K-coverage maximization and memetic search. Sustainable Computing: Informatics and Systems. 08/08/2023
  23. Nguyen Thi Hanh, Huynh Thi Thanh Binh, Vu Quang Truong, Nguyen Phuc Tan, Huynh Cong Phap. Node placement optimization under Q-Coverage and Q-Connectivity constraints in wireless sensor networks. Journal of Network and Computer Applications. 27/12/2022
  24. Tue Cao, Nhat Tran, Le Nguyen, Hung Nguyen, Hieu Pham. IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. soict 2023. 578–584. tphcm. 08/12/2023
  25. Nguyen Binh Long, Do Tuan Anh, Ha-Bang Ban, Huynh Thi Thanh Binh. A multipopulation multitasking evolutionary scheme with adaptive knowledge transfer to solve the clustered minimum routing cost tree problem. Information Sciences. 119961. 25/11/2023
  26. Nguyen Hong Son, Nguyen Thanh Huyen, Dinh Viet Sang. Semi-Supervised Learning with Dense Target Producer for End-to-End Lightweight Polyp Detection. International Conference on Knowledge and Systems Engineering (KSE). 18/10/2023
  27. La Van Quan, Nguyen Thi Hanh, Huynh Thi Thanh Binh, Vu Duc Toan, Dang The Ngoc, Bui Thu Lam. A bi-population Genetic algorithm based on multi-objective optimization for a relocation scheme with target coverage constraints in mobile wireless sensor networks. Expert Systems with Applications. 27/12/2022
  28. Giang Tran Thi Cam, Duc Manh Do, Quoc Huy Do, Thi Thanh Binh Huynh , Thi Ha Ly Dinh. GPU-Based Parallel Path Planning for Mobile Robot Navigation in Dynamic Environments. Soict 2023. 878–885. 07/12/2023
  29. Anh Duy Nguyen, Huy Hieu Pham, Huynh Thanh Trung, Quoc Viet Hung Nguyen, Thao Nguyen Truong, Phi Le Nguyen. High accurate and explainable multi-pill detection framework with graph neural network-assisted multimodal data fusion. plos one. 1-20. 07/09/2023
  30. Toan Pham Van, Sang Dinh Viet, Linh Bao Doan, Thanh Tung Nguyen, Quang Hung Nguyen, Duc Trung Tran. Improve polyp semi-supervised segmentation with prioritizing the reliability of unlabeled images. ICSIE. 35-40. 21/10/2022
  31. Do Bao Son, Hiep Khac Vo, Ta Huu Binh, Tran Hoang Hai, Binh Minh Nguyen, Huynh Thi Thanh Binh. Reinforcement-Learning-Based Deadline Constrained Task Offloading Schema for Energy Saving in Vehicular Edge Computing System. 2023 International Joint Conference on Neural Networks (IJCNN). 18/06/2023
  32. Tan N. Nguyen, Lam-Thanh Tu, Peppino Fazio, Trinh Van Chien, Cuong V. Le, Huynh Thi Thanh Binh, Miroslav Voznak. On the Dilemma of Reliability or Security in Unmanned Aerial Vehicle Communications Assisted by Energy Harvesting Relaying. IEEE Journal on Selected Areas in Communications. 1-16. 09/10/2023
  33. Nam Duong Tran, Manh Cuong Dao, Thanh Hung Nguyen, Thi Ha Ly Dinh, Kien Nguyen, Phi Le Nguyen. A Deep Reinforcement Learning-Based Multi-objective Optimization for Crowdsensing-Based Air Quality Monitoring Systems. aciids. 436–448. 29/09/2023
  34. Nguyen Quang Duc, Tran Khanh Luong, Le Hong Duc, Nguyen Huy Hoan, Trinh Anh Phuc, Dinh Viet Sang. Improving Single Positive Multi-label Classification via Knowledge-based Label-weighted Large Loss Rejection. The 12th International Symposium on Information and Communication Technology. 429-434. 07/12/2023
  35. Quang Ha Pham, Nang Hung Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Phi Le Nguyen, Truong Thao Nguyen. SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning. CANDAR. 1-8. nagoya. 28/11/2023
  36. Thi Quynh Mai Banh, Trinh Van Chien, Thi Hanh Nguyen, Huynh Thi Thanh Binh. UAV Path Planning for Backscatter and Cache-aided Wireless Power System Under Imperfect CSI. ACM International Symposium on Information and Communication Technology (SOICT), 2023. 319-326. Ho Chi Minh city. 07/12/2023
  37. Anh Duy Nguyen, Thu Hang Phung, Thuy Dung Nguyen, Huy Hieu Pham, Kien Nguyen, Phi Le Nguyen. GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices. Engineering Applications of Artificial Intelligence. 1-30. 09/11/2023
  38. Trinh Van Chien, Cuong V. Le, Huynh Thi Thanh Binh, Hien Quoc Ngo, Symeon Chatzinotas. Phase Shift Design for RIS-Aided Cell-Free Massive MIMO Using Improved Differential Evolution. IEEE Wireless Communications Letters. 1499 - 1503. 16/05/2023
  39. Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen. CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge Distilled Regularization. 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid). 1-9. 01/05/2023
  40. Ngoc Phuong Bui, Minh-Tri Hoang, Thang Nguyen, Huu-Hai-Quan Dinh, Binh Minh Nguyen. An Enhanced Tendermint Consensus Protocol Powered by Elliptic Curve VRF for Beacon Chain Model. SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology. 517–524. Ho Chi Minh. 06/12/2023
  41. Pham Phu Manh; Tran Thi Hue; Huynh Thi Thanh Binh; Nguyen Khanh Phuong. The min-timespan parallel technician-and-drone scheduling in door-to-door sampling service system. 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA). 1-10. Shenzhen, China. 13/10/2022
  42. Duy-Tung Nguyen , Duc-Manh Nguyen , Dinh-Tan Pham , Khoat Than , Hong-Thai Pham , Hai Vu. Bayesian method for bee counting with noise-labeled data. 12th International Symposium on Information and Communication Technology. 401–408. Ho Chi Minh City. 07/12/2023
  43. Nguyen Thi Hanh; Nguyen Van Son; Huynh Thi Thanh Binh; Ban Ha Bang; Trinh Van Chien; Huynh Công Phát; Nguyễn Hữu Nhật Minh. An Improved Genetic Algorithm for Bi-Level Multi-Objective Q-Coverage in Directional Sensor Networks. 21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt). 24/08/2023
  44. Tran Cong Dao, Nguyen Thi Tam, Huynh Thi Thanh Binh. Node depth representation-based evolutionary multitasking optimization for maximizing the network lifetime of wireless sensor networks. Engineering Applications of Artificial Intelligence. 05/11/2023
  45. Giang Nguyen, Thi Ha Ly Dinh, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen. A Data-Driven Scheduling Strategy for Mobile Air Quality Monitoring Devices. ACIIDS, Lecture Notes in Computer Science. 74-86. 05/09/2023
  46. Sikandar Ali Qalati, Sonia Kumari, Kayhan Tajeddini, Namarta Kumari Bajaj, and Rajib Ali. Innocent devils: The varying impacts of trade, renewable energy and financial development on environmental damage: Nonlinearly exploring the disparity between developed and developing nations. Journal of Cleaner Production. 02/02/2023
  47. Wu Qinqin, Sikandar Ali Qalati, Rana Yassir Hussain, Hira Irshad, Kayhan Tajeddini, Faiza Siddique, Thilini Chathurika Gamage. The effects of enterprises' attention to digital economy on innovation and cost control: Evidence from A-stock market of China. Journal of Innovation & Knowledge. 02/12/2023
  48. Vu Quoc Hung, Tran Le Phuong Thao, Trinh Xuan Minh, Dinh Viet Sang. LSegDiff: A Latent Diffusion Model for Medical Image Segmentation. The 12th International Symposium on Information and Communication Technology. 456-462. 07/12/2023
  49. Tuan Anh Do, Ha‑Bang Ban, Thi Thanh Binh Huynh, Minh Tu Le, Binh Long Nguyen. Genetic algorithm based approach to solve the Clustered Steiner Tree Problem. Evolutionary Intelligence. 1-20. 28/03/2023
  50. Van An Le, Yusheng Ji, Huu Huy Tran, Phi Le Nguyen, John C.S. Lui. Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques. IEEE Transactions on Network and Service Management. 1-1. 12/11/2023
  51. Tran Hai Long, Doan Cao Thanh Long, Luong Ngoc Hoang, Huynh Thi Thanh Binh. A Two-Stage Multi-Objective Evolutionary Reinforcement Learning Framework for Continuous Robot Control. GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference. 577-585. Portugal. 15/07/2023
  52. Nam Le Hai, Trang Thien, Linh Ngo Van, Thien Nguyen, Khoat Than. Continual variational dropout: a view of auxiliary local variables in continual learning. Machine Learning. 281-323. 04/11/2023
  53. Nguyen Viet Hoai, Pham Vu Hung, Dinh Viet Sang. Memory-Driven Region Contrast for Enhanced Polyp Semantic Segmentation. 2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings. 05/10/2023
  54. Quang Viet Ly, Ngoc Anh Tong, Bo-Mi Lee, Minh Hieu Nguyen, Huynh Thanh Trung, Phi Le Nguyen, Thu-Huong T. Hoang, Yuhoon Hwang, Jin Hur. Improving algal bloom detection using spectroscopic analysis and machine learning: A case study in a large artificial reservoir, South Korea. Science of the Total Environment. 166467 (1-14). 01/08/2023
  55. Thanh Trung Nguyen, Minh Hai Vu, Phi Le Nguyen, Phan Thuan Do, Kien Nguyen. A Q-learning-based Multipath Scheduler for Data Transmission Optimization in Heterogeneous Wireless Networks. IEEE Consumer Communications & Networking Conference (CCNC 2022). 1-6. 08/01/2023
  56. Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong; Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen. FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. 2023 International Joint Conference on Neural Networks (IJCNN). 1-8. Australia. 18/06/2023
  57. Pham Van Toan, Dinh Viet Sang. M3C-Polyp: Mixed Momentum Model Committee for Improved Semi-Supervised Learning in Polyp Segmentation. World Symposium on Software Engineering. 274-279. 22/09/2023
  58. Ta Huu Binh, Do Bao Son, Hiep Khac Vo, Binh Minh Nguyen, Huynh Thi Thanh Binh. Reinforcement Learning for Optimizing Delay-Sensitive Task Offloading in Vehicular Edge-Cloud Computing. IEEE Internet of Things Journal. 2058-2069. 23/06/2023
  59. Sikandar Ali Qalati , Belem Barbosa & Shuja Iqbal. The effect of firms’ environmentally sustainable practices on economic performance. Economic. Economic Research-Ekonomska Istraživanja. 02/06/2023
  60. Lam Tran, Viet Nguyen, Phi Nguyen, Khoat Than. Sharpness and Gradient Aware Minimization for Memory-based Continual Learning. International Symposium on Information and Communication Technology (SOICT). 189–196. 07/12/2023
  61. Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong. Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions. Engineering Applications of Artificial Intelligence. 1-20. 04/09/2023
  62. Nguyen Thanh Long, Tran Thi Huong, Nguyen Ngoc Bao, Huynh Thi Thanh Binh, Phi Le Nguyen, Kien Nguyen. Q-learning-based Distributed Multi-Charging Algorithm for Large-scale WRSNs. Nonlinear Theory and Its Applications, IEICE. 18–34. 01/01/2023
  63. Hoang Dang Nguyen, Dinh Nguyen Vu, Viet Anh Nguyen, Tien Dong Nguyen, Phi Le Nguyen. A Robust Document Localization Solution with Segmentation and Clustering. he 36th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2023). 1-9. 01/02/2023
  64. Anh Duy Nguyen, Viet Hung Vu, Duc Viet Hoang, Thuy Dung Nguyen, Kien Nguyen, Phi Le Nguyen, Yusheng Ji. Attentional ensemble model for accurate discharge and water level prediction with training data enhancement. Engineering Applications of Artificial Intelligence. 1/20. 28/08/2023
  65. Pham Van Toan, Dinh Viet Sang. ESSL-Polyp: A Robust Framework of Ensemble Semi-supervised Learning in Polyp Segmentation. Computing Conference 2023. 39-52. 20/08/2023

Publications in 2022

  1. Hiroaki Motohashi, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya. Implementation of P4-based Schedulers for Multipath Communication. IEEE Access. 20/07/2022
  2. Phan Thị Thu. Những vấn đề đặt ra đối với thiết chế Hội đồng trường đại học công lập ở Việt Nam hiện nay. Kỷ yếu hội thảo khoa học trường Học viện báo chí và tuyên truyền. 14/11/2022
  3. Son-Tung Tran, Van-Hung Le, Van-Nam Hoang, Khoat Than, Thanh-Hai Tran, Hai Vu, Thi-Lan Le. A Local Structure-aware 3D Hand Pose Estimation Method for Egocentric Videos. 2022 IEEE Ninth International Conference on Communications and Electronics (ICCE). Nha Trang. 27/07/2022
  4. Linh Ngo Van, Nam Le Hai, Hoang Pham, Khoat Than. Auxiliary Local Variables for Improving Regularization/Prior Approach in Continual Learning. PAKDD: Lecture Notes in Computer Science. 16-28. Chengdu, China. 15/05/2022
  5. Quyen Tran, Lam Tran, Linh Chu Hai, Linh Ngo Van, Khoat Than.. From implicit to explicit feedback: A deep neural network for modeling sequential behaviours and long-short term preferences of online users. Neurocomputing. 89-105. 14/01/2022
  6. N. T. Duc, N. T. Oanh, N. T. Thuy, T. M. Triet and V. S. Dinh. ColonFormer: An Efficient Transformer Based Method for Colon Polyp Segmentation. IEEE Access. 80575-80586. 25/07/2022
  7. Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen, Thanh Hung Nguyen, and Minh Do. Multi-stream Fusion for Class Incremental Learning in Pill Image Classification. The 16th Asian Conference on Computer Vision (ACCV2022). 04/12/2022
  8. Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen. Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance. 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS), 2022. 1-9. 28/11/2022
  9. Kien Nguyen, Phi Le Nguyen, Hiroo Sekiya. A Host-based Investigation of IPv6 in Academia: The Cases of Japan and Vietnam. Kien Nguyen, Phi Le Nguyen, Hiroo Sekiya. 08/01/2022
  10. Hieu Dinh, Nang Hung Nguyen, Trung Thanh Nguyen,Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen. Deep Reinforcement Learning-based Offloading for Latency Minimization in 3-tier V2X Networks. 2022 IEEE Wireless Communications and Networking Conference (WCNC). 1-6. 10/04/2022
  11. La Van Quan, Minh Hieu Nguyen, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen. On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks. ACM Transaction on Sensor Networks. 01/01/2022
  12. Viet Dung Nguyen, Phi Le Nguyen, Kien Nguyen, Phan Thuan Do. Constant Approximation for Opportunistic Sensing in Mobile Air Quality Monitoring System. Computer Networks Journal. 15/01/2022
  13. Sikandar Ali Qalati, Sonia Kumari, Ishfaque Ahmed Soomro, Rajib Ali, Rajib Ali, Yifan Hong, and Yifan Hong. Green Supply Chain Management and Corporate Performance Among Manufacturing Firms in Pakistan. Frontiers in Environmental Science. 02/05/2022
  14. Tạ Bảo Thắng, Huỳnh Thị Thanh Bình. A hybrid Multifactorial Evolutionary Algorithm and Firefly Algorithm for the Clustered Minimum Routing Cost Tree Problem. Knowledge-Based Systems. 1-14. 14/01/2022
  15. Nguyen Duc Anh, Tran Thi Huong, Nguyen Thanh Tung, Huynh Thi Thanh Binh, Frederica Free Nelson, Le Trong Vinh. Bi-level optimization for charging path and charging time in wireless rechargeable sensor networks. Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications IV. 1-16. Florida, United Satets. 06/06/2022
  16. Sikandar Ali Qalati, Zuhaib Zafar, Mingyue Fan, Mónica Lorena Sánchez Limón, Muhammad Bilawal Khaskheli. Employee performance under transformational leadership and organizational citizenship behavior: a mediated model. Heliyon. 02/11/2022
  17. Minh Hai Vu, Giang T. T. Nguyen, Hai Dang Tran, Thanh Trung Nguyen, Phan Thuan Do, Phi Le Nguyen, Kien Nguyen. An Empirical Study of MPQUIC Schedulers in Mobile Wireless Networks. SoICT2022. 193–200. 01/12/2022
  18. Hoang Phan, Anh Phan Tuan, Son Nguyen, Ngo Van Linh, Khoat Than. Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation. PAKDD: Pacific-Asia Conference on Knowledge Discovery and Data Mining. 106-117. Chengdu, China. 15/05/2022
  19. Nguyen Hong Ngoc, Alvin Chan, Huynh Thi Thanh Binh, Yew Soon Ong. Anti-Forensic Deepfake Personas and How To Spot Them. 2022 International Joint Conference on Neural network. 18/07/2022
  20. Dinh Dung, Huynh Thi Thanh Binh. GDEGAN: Graphical Discriminative Embedding GAN for tabular data. IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA). 13/10/2022
  21. Nam Kieu Dang, Oanh Nguyen Thi, Thuy Nguyen Thi, Hang Dao Viet, Long Dao Van, Trung Tran Quang, Sang Dinh Viet. A Coarse-to-fine Unsupervised Domain Adaptation Method for Cross-Mode Polyp Segmentation. KSE. 19/10/2022
  22. Tuan Anh Nguyen Dinh, Anh Duy Nguyen, Truong Thao Nguyen, Thanh Hung Nguyen, Phi Le Nguyen. Spatial-temporal Coverage Maximization in Vehicle-based Mobile Crowdsensing for Air Quality Monitoring. 2022 IEEE Wireless Communications and Networking Conference (WCNC). 1-6. 10/04/2022
  23. Duc-Huy Pham, Quang-Anh Do, Thanh Thi-Hien Duong, Thi Lan Le, Phi-Le Nguyen. End-to-end Visual-guided Audio Source Separation with Enhanced Losses. 2022 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). Thai Lan. 07/11/2022
  24. Dieu Vu, Khang Truong, Khanh Nguyen, Linh Ngo Van, Khoat Than. Revisiting Supervised Word Embeddings. Journal of Information Science and Engineering. 413-427. 17/08/2020
  25. Nguyen Minh Chau, Le Truong Giang, Dinh Viet Sang. PolypDEQ: Towards Effective Transformer-Based Deep Equilibrium Models for Colon Polyp Segmentation. ISVC (Lecture Notes in Computer Science). 456-467. USA. 03/10/2022
  26. Nguyen Viet Manh, Kieu Dang Nam, Dinh Viet Sang, Thi-Oanh Nguyen. G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation. Procedia Computer Science. 2698-2707. Verona, Italia. 06/09/2022
  27. Toan Pham Van, Linh Doan Bao, Duc Tran Trung, Quan Nguyen Van, Sang Dinh Viet. Online pseudo labeling for polyp segmentation with momentum networks. KSE. 19/10/2022
  28. Anh Duy Nguyen, Phi Le Nguyen, Viet Hung Vu, Quoc Viet Pham, Viet Huy Nguyen, Minh Hieu Nguyen, Thanh Hung Nguyen, Kien Nguyen. Accurate Discharge and Water Level Forecasting Using Ensemble Learning with Genetic Algorithm and Singular Spectrum Analysis-based Denoising. Nature Scientific Reports. 01/11/2022
  29. Manh Nguyen Duy, Hang Dao Viet, Long Dao Van, Hung Le Quang, Khanh Pham Cong, Oanh Nguyen Thi, Thuy Nguyen Thi, Sang Dinh Viet. EndoUNet: A Unified Model for Anatomical Site Classification, Lesion Categorization and Segmentation for Upper Gastrointestinal Endoscopy. KSE. 19/10/2022
  30. Long Doan, Hieu Le, Huy Dang, Long Tran, Dao Long, Hai Minh Nguyen, Hanh Pham, Nam Nguyen, Ngoc Hoang Luong, Huynh Thi Thanh Binh. TF-GeneNAS: An evolution-based training-free approach to Neural Architecture Search. 2022 International Joint Conference on Neural Network. 18/07/2022
  31. Thanh-Chung Dao, Duc Pham, Tien Thao Nguyen, Ba-Lam Do, Binh Minh Nguyen. V-Endpoint: Decentralized Endpoint for Blockchain Applications Based on Spark and Byzantine Consensus. International Symposium on Information and Communication Technology, SoICT. 427-434. Hà Nội, Hạ Long. 01/12/2022
  32. Phan Thị Thu. Cuộc cạnh tranh của các công ty người Việt với nước ngoài trong lĩnh vực vận tải đường thuỷ ở bắc kỳ đầu thế kỉ XX và những kinh nghiệm đối với doanh nhân Việt Nam hiện nay. Kỷ yếu hội thảo quốc gia tổ chức tại trường ĐHSP Hà Nội 2. 14/12/2022
  33. Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Ichiro Ide, Phi Le Nguyen. A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning. The 19th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2022). 261–274. 01/12/2022
  34. Do Tuan Anh; Nguyen Hoang Long; Tran Van Diep; Huynh Thi Thanh Binh. A Genetic Ant Colony Optimization Algorithm for Inter-domain Path Computation problem under the Domain Uniqueness constraint. 2022 IEEE Congress on Evolutionary Computation (CEC). 1-8. Padua, Italy. 18/07/2022
  35. Nguyen Binh Minh; Nguyen Thieu; Tran Trung; Nguyen Giang. An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks. International Journal of Computational Intelligence Systems. 17/10/2022
  36. K. D. Nam, T. M. Nguyen, T. V. Dieu, M. Visani, T. -O. Nguyen and D. V. Sang. A Novel Unsupervised Domain Adaption Method for Depth-Guided Semantic Segmentation Using Coarse-to-Fine Alignment. IEEE Access. 101248-101262. 21/08/2022
  37. Huynh Thi Thanh Binh, Le Van Cuong, Ta Bao Thang, Nguyen Hoang Long. Ensemble Multifactorial Evolution with Biased Skill-Factor Inheritance for Many-task Optimization. IEEE Transactions on Evolutionary Computation. 1-15. 18/11/2022
  38. Ba-Lam Do, Van-Thanh Nguyen, Hoang-Nam Dinh, Thanh-Chung Dao, BinhMinh Nguyen. Blockchain for Education: Verification and Management of Lifelong Learning Data. Computer Systems Science and Engineering journal. 591-604. 19/11/2021
  39. Nguyen Thi My Binh, Dao Hoang Long, Nguyen Ngoc, Huynh Thi Thanh Binh, Nguyen Khanh Phuong. Investigate Evolutionary Strategies for Black-box Attacks to Deepfake Forensic Systems. SoICT '22: Proceedings of the 11th International Symposium on Information and Communication Technology. 126-133. Hanoi, Vietnam. 01/12/2022
  40. Thanh Toan Nguyen, Thanh Tam Nguyen, Thanh Trung Huynh, Viet Hung Vu, Phi Le Nguyen, Jun Jo, Quoc Viet Hung Nguyen. Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks. Transactions on Information Systems. 1-24. 19/10/2022
  41. Tran Thi Hue, Nguyen Quang Anh, Tran Van Thanh, Pham Phu Manh, Huynh Thi Thanh Binh, Nguyen Khanh Phuong. Door-to-Door Sampling Service with Drone. Asian Conference on Intelligent Information and Database Systems, 2022. 163-175. HoChiMinh, Vietnam. 28/11/2022
  42. Ngoc Bui, Phi Le Nguyen, Viet Anh Nguyen, Phan Thuan Do. A Deep Reinforcement Learning-based Adaptive Charging Policy for WRSNs. The 19th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2022). 20/10/2022
  43. Thi-Thanh Ha, Van-Nha Nguyen, Kiem-Hieu Nguyen, Kim-Anh Nguyen, Quang-Khoat Than. Utilizing SBERT For Finding Similar Questions in Community Question Answering. 13th International Conference on Knowledge and Systems Engineering (KSE). 1-6. Bangkok, Thailand. 10/11/2021
  44. Nguyen Thi My Binh, Huynh Thi Thanh Binh, Nguyen Hong Ngoc, Nguyen Khanh Van, Shui Yu. A family system based evolutionary algorithm for obstacles-evasion minimal exposure path problem in Internet of Things. Expert Systems with Applications. 1-14. 17/03/2022
  45. C Palanichamy, WW Tan & P Naveen. A Microgrid for the Secluded Paana Theertham Kani Settlement in India. Clean Energy. 09/02/2022
  46. Ha Nguyen, Hoang Pham, Son Nguyen, Ngo Van Linh, Khoat Than. Adaptive infinite dropout for noisy and sparse data streams. Machine Learning. 1-36. 16/03/2022
  47. Hung Cuong Nguyen, Manh Cuong Dao, Thanh Trung Nguyen, Ngoc Khanh Doan, Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen. Deep Reinforcement Learning-based Charging Algorithm for Target Coverage and Connectivity in WRSNs. he 2022 Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC), 2022. 12/10/2022
  48. Sikandar Ali Qalati, Naveed Akhtar Qureshi, Dragana Ostic, Mohammed Ali Bait Ali Sulaiman. An extension of the theory of planned behavior to understand factors influencing Pakistani households’ energy-saving intentions and behavior: a mediated–moderated model. Energy Efficiency. 02/08/2022
  49. Minh Hieu Nguyen, Viet Huy Nguyen, Thanh Trung Huynh, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen. A Lightweight and Efficient GA-based Model-Agnostic Feature Selection Scheme for Time Series Forecasting. 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS), 2022. 26–39. 09/12/2022
  50. Trung Thanh Nguyen, Truong Thao Nguyen, Thanh Hung Nguyen, Phi Le Nguyen. Fuzzy Q-learning-based Opportunistic Communication for MEC-enhanced Vehicular Crowdsensing. IEEE Transactions on Network and Service Management. 5021 - 5033. 26/07/2022
  51. Quang-Hien Kha, Thi-Oanh Tran, Trinh-Trung-Duong Nguyen, Van-Nui Nguyen, Khoat Than, Nguyen Quoc Khanh Le. An interpretable deep learning model for classifying adaptor protein complexes from sequence information. Methods. 90-96. 22/09/2022
  52. Nang Hung Nguyen, Phi Le Nguyen, Duc Long Nguyen, Trung Thanh Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Truong Thao Nguyen. FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. 51st International Conference on Parallel Processing (ICPP). 1-11. 29/08/2022
  53. Thu Hang Phung, Duc Long Nguyen, Viet Hung Vu, Thanh Trung Huynh, Thanh Hung Nguyen, Phi Le Nguyen. Unsupervised Air Quality Interpolation with Attentive Graph Neural Network. SoICT2022. 1-6. HaLong. 01/12/2022
  54. Khoa Nguyen, Dung Nguyen, Nghia Vu, Khoat Than. Random Generative Adversarial Networks. The 11th International Symposium on Information and Communication Technology. 01/12/2022
  55. Lê Văn Cường, Nguyễn Ngọc Bảo, Nguyễn Khánh Phương, Huỳnh Thị Thanh Bình. Dynamic perturbation for population diversity management in differential evolution. GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference. 391-394. 09/07/2022
  56. Tung Nguyen , Trung Mai , Nam Nguyen , Linh Ngo Van , Khoat Than. Balancing stability and plasticity when learning topic models from short and noisy text streams. Neurocomputing. 30-43. 12/07/2022
  57. Nguyen Tuan Hung, Phan Ngoc Lan, Nguyen Thi Oanh, Nguyen Thi Thuy, Dinh Viet Sang. GCEENet: A Global Context Enhancement and Exploitation for Medical Image Segmentation. ISVC (Lecture Notes in Computer Science). 141-152. USA. 03/10/2022
  58. Dinh Viet Sang, Do Duy Quang. Incremental Boundary Refinement using Self Axial Reverse Attention and Uncertainty-Aware Gate for Colon Polyp Segmentation. SoICT. 322-328. 01/12/2022
  59. Do Bao Son, Ta Huu Binh, Hiep Khac Vo, Binh Minh Nguyen, Binh Huynh Thi Thanh, Shui Yu. Value-based reinforcement learning approaches for task offloading in Delay Constrained Vehicular Edge Computing. Engineering Applications of Artificial Intelligence. 1-14. 14/04/2022