Cong-Duy Nguyen

30 papers A* 4Misc 1Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comparative Analysis of Contextual Representation Flow in State-Space and Transformer Architectures. CoRR Nhat M. Hoang, Do Xuan Long, Cong-Duy Nguyen, Min-Yen Kan, Luu Anh Tuan
2025	J	`jnl`	Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity. CoRR Shuai Zhao, Yulin Zhang, Luwei Xiao, Xinyi Wu, Yanhao Jia, Zhongliang Guo, Xiaobao Wu, Cong-Duy Nguyen, Guoming Zhang, Anh Tuan Luu
2025	Misc	`conf`	Curriculum Demonstration Selection for In-Context Learning. SAC Duc Anh Vu, Cong-Duy Nguyen, Xiaobao Wu, Nhat M. Hoang, Mingzhe Du, Thong Nguyen, Anh Tuan Luu
2025	J	`jnl`	CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base. CoRR Cong-Duy Nguyen, Xiaobao Wu, Duc Anh Vu, Shuai Zhao, Thong Nguyen, Anh Tuan Luu
2025	J	`jnl`	Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation. CoRR Cong-Duy Nguyen, Xiaobao Wu, Thong Nguyen, Shuai Zhao, Khoi Le, Viet-Anh Nguyen, Yichao Feng, Anh Tuan Luu
2025	J	`jnl`	More Bias, Less Bias: BiasPrompting for Enhanced Multiple-Choice Question Answering. CoRR Duc Anh Vu, Thong Nguyen, Cong-Duy Nguyen, Viet-Anh Nguyen, Anh Tuan Luu
2025	J	`jnl`	Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding. CoRR Thong Nguyen, Zhiyuan Hu, Xu Lin, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2024	A*	`conf`	Encoding and Controlling Global Semantics for Long-form Video Question Answering. EMNLP Thong Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
2024	—	`conf`	KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. NAACL-HLT Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu
2024	J	`jnl`	KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. CoRR Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu
2024	—	`conf`	Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. ECCV (80) Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2024	J	`jnl`	Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. CoRR Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2024	A*	`conf`	On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. AAAI Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu
2024	J	`jnl`	On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. CoRR Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu
2024	A*	`conf`	READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. AAAI Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi M. Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
2024	J	`jnl`	Supervised learning models for social bot detection: Literature review and benchmark. Expert Syst. Appl. Hoang-Dung Nguyen, Quang Duc Nguyen, Cong-Duy Nguyen, Phong T. To, Danh H. Nguyen, Huy Nguyen-Gia, Long H. Tran, Anh Q. Tran, An Dang-Hieu, Anh Nguyen-Duc, Tho Quan
2024	J	`jnl`	Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation. CoRR Shuai Zhao, Xiaobao Wu, Cong-Duy Nguyen, Meihuizi Jia, Yichao Feng, Luu Anh Tuan
2024	—	`conf`	Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. ACL (Findings) Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
2024	J	`jnl`	Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. CoRR Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2024	J	`jnl`	Weak-to-Strong Backdoor Attack for Large Language Models. CoRR Shuai Zhao, Leilei Gan, Zhongliang Guo, Xiaobao Wu, Luwei Xiao, Xiaoyu Xu, Cong-Duy Nguyen, Luu Anh Tuan
2023	—	`conf`	DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. EMNLP (Findings) Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
2023	J	`jnl`	DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. CoRR Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2023	A*	`conf`	Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment. ACM Multimedia Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Anh Tuan Luu
2023	J	`jnl`	Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment. CoRR Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Luu Anh Tuan
2023	—	`conf`	Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. ACL (Findings) Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai, Lidong Bing, Anh Tuan Luu
2023	J	`jnl`	Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. CoRR Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing
2023	J	`jnl`	Improving Multimodal Sentiment Analysis: Supervised Angular Margin-based Contrastive Learning for Enhanced Fusion Representation. CoRR Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu, Luu Anh Tuan
2023	—	`conf`	Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation. EMNLP (Findings) Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu, Anh Tuan Luu
2023	J	`jnl`	READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. CoRR Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2022	J	`jnl`	Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions. CoRR Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing