Luu, Anh Tuan

37 publications

TMLR 2025 A Survey of Recent Backdoor Attacks and Defenses in Large Language Models Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Xiaoyu Xu, Xiaobao Wu, Jie Fu, Feng Yichao, Fengjun Pan, Anh Tuan Luu

NeurIPS 2025 Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization Mingzhe Du, Anh Tuan Luu, Yue Liu, Yuhao Qing, Dong Huang, Xinyi He, Qian Liu, Zejun Ma, See-Kiong Ng

ICLR 2025 As Simple as Fine-Tuning: LLM Alignment via Bidirectional Negative Feedback Loss Xin Mao, Huimin Xu, Feng-Lin Li, Ziqi Jin, Wang Chen, Wei Zhang, Anh Tuan Luu

NeurIPS 2025 EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code Yuhao Qing, Boyu Zhu, Mingzhe Du, Zhijiang Guo, Terry Yue Zhuo, Qianru Zhang, Jie M. Zhang, Heming Cui, Siu Ming Yiu, Dong Huang, See-Kiong Ng, Anh Tuan Luu

NeurIPS 2025 HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation Haoran Luo, Haihong E, Guanting Chen, Yandan Zheng, Xiaobao Wu, Yikai Guo, Qika Lin, Yu Feng, Zemin Kuang, Meina Song, Yifan Zhu, Anh Tuan Luu

ICML 2025 KBQA-O1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search Haoran Luo, Haihong E, Yikai Guo, Qika Lin, Xiaobao Wu, Xinyu Mu, Wenhao Liu, Meina Song, Yifan Zhu, Anh Tuan Luu

AAAI 2025 Motion-Aware Contrastive Learning for Temporal Panoptic Scene Graph Generation Thong Thanh Nguyen, Xiaobao Wu, Yi Bin, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu

AAAI 2025 Multi-Scale Contrastive Learning for Video Temporal Grounding Thong Thanh Nguyen, Yi Bin, Xiaobao Wu, Zhiyuan Hu, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu

NeurIPS 2024 FASTopic: Pretrained Transformer Is a Fast, Adaptive, Stable, and Transferable Topic Model Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu

AAAI 2024 From Static to Dynamic: Knowledge Metabolism for Large Language Models Mingzhe Du, Anh Tuan Luu, Bin Ji, See-Kiong Ng

AAAI 2024 LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training Khoi M. Le, Trinh Pham, Tho Quan, Anh Tuan Luu

ECCV 2024 Meta-Optimized Angular Margin Contrastive Framework for Video-Language Representation Learning Thong Thanh Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi M Le, Cong-Duy Nguyen, See Kiong Ng, Anh Tuan Luu

AAAI 2024 On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu

AAAI 2024 PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation Zhiyuan Hu, Chumin Liu, Yue Feng, Anh Tuan Luu, Bryan Hooi

AAAI 2024 READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi M. Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu

ICLR 2024 Topic Modeling as Multi-Objective Contrastive Optimization Thong Thanh Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T Nguyen, See-Kiong Ng, Anh Tuan Luu

NeurIPS 2024 Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs Zhiyuan Hu, Chumin Liu, Xidong Feng, Yilun Zhao, See-Kiong Ng, Anh Tuan Luu, Junxian He, Pang Wei Koh, Bryan Hooi

ICLRW 2024 Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models Zhiyuan Hu, Chumin Liu, Xidong Feng, Yilun Zhao, See-Kiong Ng, Anh Tuan Luu, Junxian He, Pang Wei Koh, Bryan Hooi

JMLR 2023 Benchmarking Graph Neural Networks Vijay Prakash Dwivedi, Chaitanya K. Joshi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson

ICML 2023 Effective Neural Topic Modeling with Embedding Clustering Regularization Xiaobao Wu, Xinshuai Dong, Thong Thanh Nguyen, Anh Tuan Luu

AAAI 2023 InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu

ICML 2022 Certified Robustness Against Natural Language Attacks by Causal Intervention Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang

ICLR 2022 Graph Neural Networks with Learnable Structural and Positional Representations Vijay Prakash Dwivedi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson

AAAI 2022 Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation Thong Thanh Nguyen, Anh Tuan Luu

AAAI 2022 Is Discourse Role Important for Emotion Recognition in Conversation? Donovan Ong, Jian Su, Bin Chen, Anh Tuan Luu, Ashok Narendranath, Yue Li, Shuqi Sun, Yingzhan Lin, Haifeng Wang

NeurIPS 2022 Long Range Graph Benchmark Vijay Prakash Dwivedi, Ladislav Rampášek, Michael Galkin, Ali Parviz, Guy Wolf, Anh Tuan Luu, Dominique Beaini

NeurIPS 2022 Recipe for a General, Powerful, Scalable Graph Transformer Ladislav Rampášek, Michael Galkin, Vijay Prakash Dwivedi, Anh Tuan Luu, Guy Wolf, Dominique Beaini

ICLR 2021 Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Hui, Jie Fu

NeurIPS 2021 Contrastive Learning for Neural Topic Model Thong Nguyen, Anh Tuan Luu

NeurIPS 2021 How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? Xinshuai Dong, Anh Tuan Luu, Min Lin, Shuicheng Yan, Hanwang Zhang

ICLR 2021 Towards Robustness Against Natural Language Word Substitutions Xinshuai Dong, Anh Tuan Luu, Rongrong Ji, Hong Liu

NeurIPS 2019 Compositional De-Attention Networks Yi Tay, Anh Tuan Luu, Aston Zhang, Shuohang Wang, Siu Cheung Hui

AAAI 2019 Holographic Factorization Machines for Recommendation Yi Tay, Shuai Zhang, Anh Tuan Luu, Siu Cheung Hui, Lina Yao, Tran Dang Quang Vinh

NeurIPS 2018 Densely Connected Attention Propagation for Reading Comprehension Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su

IJCAI 2018 Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains Yi Tay, Anh Tuan Luu, Siu Cheung Hui

NeurIPS 2018 Recurrently Controlled Recurrent Networks Yi Tay, Anh Tuan Luu, Siu Cheung Hui

AAAI 2017 Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs Yi Tay, Anh Tuan Luu, Siu Cheung Hui