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Anh Tuan Luu

69 papers at tracked venues · 46 at CORE A* · active 2024–2026

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Venues

ACL ×25EMNLP ×13NAACL ×9AAAI ×8NeurIPS ×7ICLR ×2ASE ×1ECCV ×1ICML ×1SIGMOD ×1WWW ×1

Frequent coauthors

Xiaobao Wu
×29
See-Kiong Ng
×16
Cong-Duy Nguyen
×12
Shuai Zhao
×9
Zhiyuan Hu
×8
Thong Nguyen
×8
Haoran Luo
×6
Mingzhe Du
×6
Fengjun Pan
×5
Huimin Xu
×5
Guizhen Chen
×5
Lidong Bing
×5

Papers

  1. From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning
    AAAI 2026 ·
    Yichao Feng
    ,
    Haoran Luo
    ,
    Lang Feng
    ,
    Shuai Zhao
    , Anh Tuan Luu
  2. Learning Uncertainty from Sequential Internal Dispersion in Large Language Models
    ACL 2026 ·
    Ponhvoan Srey
    ,
    Xiaobao Wu
    ,
    Cong-Duy T. Nguyen
    , Anh Tuan Luu
  3. MUR: Momentum Uncertainty guided Reasoning for Large Language Models
    ACL 2026 ·
    Hang Yan
    ,
    Fangzhi Xu
    ,
    Rongman Xu
    ,
    Yifei Li
    ,
    Jian Zhang
    ,
    Haoran Luo
    ,
    Xiaobao Wu
    , Anh Tuan Luu,
    Haiteng Zhao
    ,
    Qika Lin
    ,
    Jun Liu
  4. P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
    ACL 2026 ·
    Shuai Zhao
    ,
    Xinyi Wu
    ,
    Shiqian Zhao
    ,
    Xiaobao Wu
    ,
    Zhongliang Guo
    ,
    Yanhao Jia
    , Anh Tuan Luu
  5. Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection
    WWW 2026 ·
    Fengjun Pan
    ,
    Xiaobao Wu
    ,
    Tho Quan
    , Anh Tuan Luu
  6. Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs
    ACL 2026 ·
    Man Hu
    ,
    Xinyi Wu
    ,
    Zhufeng Suo
    ,
    Jinbo Feng
    ,
    Linghui Meng
    ,
    Yanhao Jia
    , Anh Tuan Luu,
    Shuai Zhao
  7. Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs
    ACL 2026 ·
    Zhiyuan Hu
    ,
    Yucheng Wang
    ,
    Yufei He
    ,
    Jiaying Wu
    ,
    Yilun Zhao
    ,
    See-Kiong Ng
    ,
    Cynthia Breazeal
    , Anh Tuan Luu,
    Hae Won Park
    ,
    Bryan Hooi
  8. Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers
    ACL 2026 ·
    Viet-Anh Nguyen
    ,
    Shiqian Zhao
    ,
    Gia Dao
    ,
    Runyi Hu
    ,
    Yi Xie
    ,
    Xiaobao Wu
    , Anh Tuan Luu
  9. Towards Fast and Accurate Modeling for Cross-Lingual Label Projection
    ACL 2026 ·
    Thang Le
    ,
    Huy Huu Nguyen
    , Anh Tuan Luu,
    Thamar Solorio
    ,
    Thien Huu Nguyen
  10. Understanding and Preventing Entropy Collapse in RLVR with On-Policy Entropy Flow Optimization
    ACL 2026 ·
    Huimin Xu
    ,
    Shuai Zhao
    ,
    Xiaobao Wu
    , Anh Tuan Luu
  11. Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization
    NeurIPS 2025 ·
    Mingzhe Du
    , Anh Tuan Luu,
    Yue Liu
    ,
    Yuhao Qing
    ,
    Dong Huang
    ,
    Xinyi He
    ,
    Qian Liu
    ,
    Zejun Ma
    ,
    See-Kiong Ng
  12. AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
    ACL 2025 ·
    Xiaobao Wu
    ,
    Liangming Pan
    ,
    Yuxi Xie
    ,
    Ruiwen Zhou
    ,
    Shuai Zhao
    ,
    Yubo Ma
    ,
    Mingzhe Du
    ,
    Rui Mao
    , Anh Tuan Luu,
    William Yang Wang
  13. As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss
    ICLR 2025 ·
    Xin Mao
    ,
    Huimin Xu
    ,
    Feng-Lin Li
    ,
    Ziqi Jin
    ,
    Wang Chen
    ,
    Wei Zhang
    , Anh Tuan Luu
  14. Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines
    ACL 2025 ·
    Do Xuan Long
    ,
    Duong Ngoc Yen
    ,
    Do Xuan Trong
    , Anh Tuan Luu,
    Kenji Kawaguchi
    ,
    Shafiq Joty
    ,
    Min-Yen Kan
    ,
    Nancy F. Chen
  15. ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations
    ACL 2025 ·
    Quang Hieu Pham
    ,
    Thuy Duong Nguyen
    ,
    Tung Pham
    , Anh Tuan Luu,
    Dat Quoc Nguyen
  16. CodeArena: A Collective Evaluation Platform for LLM Code Generation
    ACL 2025 ·
    Mingzhe Du
    , Anh Tuan Luu,
    Bin Ji
    ,
    Xiaobao Wu
    ,
    Yuhao Qing
    ,
    Dong Huang
    ,
    Terry Yue Zhuo
    ,
    Qian Liu
    ,
    See-Kiong Ng
  17. Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
    EMNLP 2025 ·
    Siyue Zhang
    ,
    Yilun Zhao
    ,
    Liyuan Geng
    ,
    Arman Cohan
    , Anh Tuan Luu,
    Chen Zhao
  18. Discrete Diffusion Language Model for Efficient Text Summarization
    NAACL 2025 ·
    Do Huu Dat
    ,
    Duc Anh Do
    , Anh Tuan Luu,
    Wray L. Buntine
  19. EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code
    NeurIPS 2025 ·
    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
  20. Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation
    NAACL 2025 ·
    Cong-Duy T. Nguyen
    ,
    Xiaobao Wu
    ,
    Thong Thanh Nguyen
    ,
    Shuai Zhao
    ,
    Khoi M. Le
    ,
    Viet-Anh Nguyen
    ,
    Yichao Feng
    , Anh Tuan Luu
  21. FineReason: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving
    ACL 2025 ·
    Guizhen Chen
    ,
    Weiwen Xu
    ,
    Hao Zhang
    ,
    Hou Pong Chan
    ,
    Chaoqun Liu
    ,
    Lidong Bing
    ,
    Deli Zhao
    , Anh Tuan Luu,
    Yu Rong
  22. Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning
    ACL 2025 ·
    Huimin Xu
    ,
    Xin Mao
    ,
    Feng-Lin Li
    ,
    Xiaobao Wu
    ,
    Wang Chen
    ,
    Wei Zhang
    , Anh Tuan Luu
  23. GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning
    EMNLP 2025 ·
    Guizhen Chen
    ,
    Weiwen Xu
    ,
    Hao Zhang
    ,
    Hou Pong Chan
    ,
    Deli Zhao
    , Anh Tuan Luu,
    Yu Rong
  24. HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
    NeurIPS 2025 ·
    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
  25. Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
    NAACL 2025 ·
    Chaoqun Liu
    ,
    Wenxuan Zhang
    ,
    Yiran Zhao
    , Anh Tuan Luu,
    Lidong Bing
  26. KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
    ICML 2025 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Yikai Guo
    ,
    Qika Lin
    ,
    Xiaobao Wu
    ,
    Xinyu Mu
    ,
    Wenhao Liu
    ,
    Meina Song
    ,
    Yifan Zhu
    , Anh Tuan Luu
  27. LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models
    ACL 2025 ·
    Zhiyuan Hu
    ,
    Yuliang Liu
    ,
    Jinman Zhao
    ,
    Suyuchen Wang
    ,
    WangYan WangYan
    ,
    Wei Shen
    ,
    Qing Gu
    , Anh Tuan Luu,
    See-Kiong Ng
    ,
    Zhiwei Jiang
    ,
    Bryan Hooi
  28. MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering
    EMNLP 2025 ·
    Siyue Zhang
    ,
    Yuxiang Xue
    ,
    Yiming Zhang
    ,
    Xiaobao Wu
    , Anh Tuan Luu,
    Chen Zhao
  29. Massively Multilingual Instruction-Following Information Extraction
    ACL 2025 ·
    Thang Le
    ,
    Huy Huu Nguyen
    , Anh Tuan Luu,
    Thien Huu Nguyen
  30. Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
    AAAI 2025 ·
    Thong Thanh Nguyen
    ,
    Xiaobao Wu
    ,
    Yi Bin
    ,
    Cong-Duy T. Nguyen
    ,
    See-Kiong Ng
    , Anh Tuan Luu
  31. Multi-Scale Contrastive Learning for Video Temporal Grounding
    AAAI 2025 ·
    Thong Thanh Nguyen
    ,
    Yi Bin
    ,
    Xiaobao Wu
    ,
    Zhiyuan Hu
    ,
    Cong-Duy T. Nguyen
    ,
    See-Kiong Ng
    , Anh Tuan Luu
  32. SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation
    ACL 2025 ·
    Huimin Xu
    ,
    Xin Mao
    ,
    Feng-Lin Li
    ,
    Xiaobao Wu
    ,
    Wang Chen
    ,
    Wei Zhang
    , Anh Tuan Luu
  33. SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia
    NAACL 2025 ·
    Chaoqun Liu
    ,
    Wenxuan Zhang
    ,
    Jiahao Ying
    ,
    Mahani Aljunied
    , Anh Tuan Luu,
    Lidong Bing
  34. Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation
    ACL 2025 ·
    Shuai Zhao
    ,
    Xiaobao Wu
    ,
    Cong-Duy T. Nguyen
    ,
    Yanhao Jia
    ,
    Meihuizi Jia
    ,
    Yichao Feng
    , Anh Tuan Luu
  35. Unsupervised Hallucination Detection by Inspecting Reasoning Processes
    EMNLP 2025 ·
    Ponhvoan Srey
    ,
    Xiaobao Wu
    , Anh Tuan Luu
  36. AKEW: Assessing Knowledge Editing in the Wild
    EMNLP 2024 ·
    Xiaobao Wu
    ,
    Liangming Pan
    ,
    William Yang Wang
    , Anh Tuan Luu
  37. Are LLMs Good Zero-Shot Fallacy Classifiers?
    EMNLP 2024 ·
    Fengjun Pan
    ,
    Xiaobao Wu
    ,
    Zongrui Li
    , Anh Tuan Luu
  38. ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
    ACL 2024 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Zichen Tang
    ,
    Shiyao Peng
    ,
    Yikai Guo
    ,
    Wentai Zhang
    ,
    Chenghao Ma
    ,
    Guanting Dong
    ,
    Meina Song
    ,
    Wei Lin
    ,
    Yifan Zhu
    , Anh Tuan Luu
  39. Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges
    ACL 2024 ·
    Bosheng Ding
    ,
    Chengwei Qin
    ,
    Ruochen Zhao
    ,
    Tianze Luo
    ,
    Xinze Li
    ,
    Guizhen Chen
    ,
    Wenhan Xia
    ,
    Junjie Hu
    , Anh Tuan Luu,
    Shafiq Joty
  40. Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
    NAACL 2024 ·
    Shuai Zhao
    ,
    Leilei Gan
    , Anh Tuan Luu,
    Jie Fu
    ,
    Lingjuan Lyu
    ,
    Meihuizi Jia
    ,
    Jinming Wen
  41. Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration
    EMNLP 2024 ·
    Xin Mao
    ,
    Feng-Lin Li
    ,
    Huimin Xu
    ,
    Wei Zhang
    ,
    Wang Chen
    , Anh Tuan Luu
  42. Encoding and Controlling Global Semantics for Long-form Video Question Answering
    EMNLP 2024 ·
    Thong Nguyen
    ,
    Zhiyuan Hu
    ,
    Xiaobao Wu
    ,
    Cong-Duy Nguyen
    ,
    See-Kiong Ng
    , Anh Tuan Luu
  43. Exploring the Potential of Large Language Models in Computational Argumentation
    ACL 2024 ·
    Guizhen Chen
    ,
    Liying Cheng
    , Anh Tuan Luu,
    Lidong Bing
  44. Extractive Summarization with Text Generator
    NAACL 2024 ·
    Thang Le
    , Anh Tuan Luu
  45. FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
    NeurIPS 2024 ·
    Xiaobao Wu
    ,
    Thong Nguyen
    ,
    Delvin Zhang
    ,
    William Yang Wang
    , Anh Tuan Luu
  46. From Static to Dynamic: Knowledge Metabolism for Large Language Models
    AAAI 2024 ·
    Mingzhe Du
    , Anh Tuan Luu,
    Bin Ji
    ,
    See-Kiong Ng
  47. Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning
    SIGMOD 2024 ·
    Anran Li
    ,
    Yuanyuan Chen
    ,
    Jian Zhang
    ,
    Mingfei Cheng
    ,
    Yihao Huang
    ,
    Yueming Wu
    , Anh Tuan Luu,
    Han Yu
  48. KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
    NAACL 2024 ·
    Cong-Duy Nguyen
    ,
    Thong Nguyen
    ,
    Xiaobao Wu
    , Anh Tuan Luu
  49. LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training
    AAAI 2024 ·
    Khoi M. Le
    ,
    Trinh Pham
    ,
    Tho Quan
    , Anh Tuan Luu
  50. Mercury: A Code Efficiency Benchmark for Code Large Language Models
    NeurIPS 2024 ·
    Mingzhe Du
    , Anh Tuan Luu,
    Bin Ji
    ,
    Qian Liu
    ,
    See-Kiong Ng
  51. Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
    ECCV 2024 ·
    Thong Nguyen
    ,
    Yi Bin
    ,
    Xiaobao Wu
    ,
    Xinshuai Dong
    ,
    Zhiyuan Hu
    ,
    Khoi Le
    ,
    Cong-Duy Nguyen
    ,
    See-Kiong Ng
    , Luu Anh Tuan
  52. Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
    ACL 2024 ·
    Xiaobao Wu
    ,
    Xinshuai Dong
    ,
    Liangming Pan
    ,
    Thong Nguyen
    , Anh Tuan Luu
  53. Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models
    EMNLP 2024 ·
    Do Xuan Long
    ,
    Duong Ngoc Yen
    , Anh Tuan Luu,
    Kenji Kawaguchi
    ,
    Min-Yen Kan
    ,
    Nancy F. Chen
  54. On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
    AAAI 2024 ·
    Xiaobao Wu
    ,
    Fengjun Pan
    ,
    Thong Nguyen
    ,
    Yichao Feng
    ,
    Chaoqun Liu
    ,
    Cong-Duy Nguyen
    , Anh Tuan Luu
  55. PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation
    AAAI 2024 ·
    Zhiyuan Hu
    ,
    Chumin Liu
    ,
    Yue Feng
    , Anh Tuan Luu,
    Bryan Hooi
  56. READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling
    AAAI 2024 ·
    Thong Nguyen
    ,
    Xiaobao Wu
    ,
    Xinshuai Dong
    ,
    Khoi M. Le
    ,
    Zhiyuan Hu
    ,
    Cong-Duy Nguyen
    ,
    See-Kiong Ng
    , Anh Tuan Luu
  57. Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths
    EMNLP 2024 ·
    Yew Ken Chia
    ,
    Guizhen Chen
    ,
    Weiwen Xu
    , Anh Tuan Luu,
    Soujanya Poria
    ,
    Lidong Bing
  58. SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks
    NAACL 2024 ·
    Brian Formento
    ,
    Wenjie Feng
    ,
    Chuan-Sheng Foo
    , Anh Tuan Luu,
    See-Kiong Ng
  59. SoVAR: Build Generalizable Scenarios from Accident Reports for Autonomous Driving Testing
    ASE 2024 ·
    An Guo
    ,
    Yuan Zhou
    ,
    Haoxiang Tian
    ,
    Chunrong Fang
    ,
    Yunjian Sun
    ,
    Weisong Sun
    ,
    Xinyu Gao
    , Anh Tuan Luu,
    Yang Liu
    ,
    Zhenyu Chen
  60. SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA
    EMNLP 2024 ·
    Siyue Zhang
    , Anh Tuan Luu,
    Chen Zhao
  61. Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
    NeurIPS 2024 ·
    Haoran Luo
    ,
    Haihong E
    ,
    Yuhao Yang
    ,
    Tianyu Yao
    ,
    Yikai Guo
    ,
    Zichen Tang
    ,
    Wentai Zhang
    ,
    Shiyao Peng
    ,
    Kaiyang Wan
    ,
    Meina Song
    ,
    Wei Lin
    ,
    Yifan Zhu
    , Anh Tuan Luu
  62. ToXCL: A Unified Framework for Toxic Speech Detection and Explanation
    NAACL 2024 ·
    Nhat M. Hoang
    ,
    Xuan Long Do
    ,
    Duc Anh Do
    ,
    Duc Anh Vu
    , Anh Tuan Luu
  63. Topic Modeling as Multi-Objective Contrastive Optimization
    ICLR 2024 ·
    Thong Thanh Nguyen
    ,
    Xiaobao Wu
    ,
    Xinshuai Dong
    ,
    Cong-Duy T. Nguyen
    ,
    See-Kiong Ng
    , Anh Tuan Luu
  64. Towards the TopMost: A Topic Modeling System Toolkit
    ACL 2024 ·
    Xiaobao Wu
    ,
    Fengjun Pan
    , Anh Tuan Luu
  65. Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs
    NeurIPS 2024 ·
    Zhiyuan Hu
    ,
    Chumin Liu
    ,
    Xidong Feng
    ,
    Yilun Zhao
    ,
    See-Kiong Ng
    , Anh Tuan Luu,
    Junxian He
    ,
    Pang Wei W. Koh
    ,
    Bryan Hooi
  66. UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages
    ACL 2024 ·
    Trinh Pham
    ,
    Khoi Le
    , Anh Tuan Luu
  67. Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning
    EMNLP 2024 ·
    Shuai Zhao
    ,
    Meihuizi Jia
    , Anh Tuan Luu,
    Fengjun Pan
    ,
    Jinming Wen
  68. Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives
    ACL 2024 ·
    Thong Nguyen
    ,
    Yi Bin
    ,
    Junbin Xiao
    ,
    Leigang Qu
    ,
    Yicong Li
    ,
    Jay Zhangjie Wu
    ,
    Cong-Duy Nguyen
    ,
    See-Kiong Ng
    , Anh Tuan Luu
  69. Who's Who: Large Language Models Meet Knowledge Conflicts in Practice
    EMNLP 2024 ·
    Quang Pham
    ,
    Hoang Ngo
    , Anh Tuan Luu,
    Dat Quoc Nguyen