PPaperPicks

Anh Tuan Luu

68 papers at tracked venues · 45 at CORE A* · active 2024–2026

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Venues

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

Frequent coauthors

Xiaobao Wu
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Shuai Zhao
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Zhiyuan Hu
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Mingzhe Du
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Haoran Luo
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Thong Nguyen
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Thang Le
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Huimin Xu
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Siyue Zhang
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Guizhen Chen
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Thong Thanh Nguyen
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Ponhvoan Srey
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Papers

  1. From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning
    AAAI 2026 ·
    Yichao Feng
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  2. Learning Uncertainty from Sequential Internal Dispersion in Large Language Models
    ACL 2026 ·
    Ponhvoan Srey
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  3. MUR: Momentum Uncertainty guided Reasoning for Large Language Models
    ACL 2026 ·
    Hang Yan
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  4. P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
    ACL 2026 ·
    Shuai Zhao
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  5. Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection
    WWW 2026 ·
    Fengjun Pan
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  6. Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs
    ACL 2026 ·
    Man Hu
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  7. Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs
    ACL 2026 ·
    Zhiyuan Hu
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  8. Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers
    ACL 2026 ·
    Viet-Anh Nguyen
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  9. Towards Fast and Accurate Modeling for Cross-Lingual Label Projection
    ACL 2026 ·
    Thang Le
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  10. Understanding and Preventing Entropy Collapse in RLVR with On-Policy Entropy Flow Optimization
    ACL 2026 ·
    Huimin Xu
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  11. Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization
    NeurIPS 2025 ·
    Mingzhe Du
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  12. AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
    ACL 2025 ·
    Xiaobao Wu
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  13. As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss
    ICLR 2025 ·
    Xin Mao
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  14. Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines
    ACL 2025 ·
    Do Xuan Long
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  15. ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations
    ACL 2025 ·
    Quang Hieu Pham
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  16. CodeArena: A Collective Evaluation Platform for LLM Code Generation
    ACL 2025 ·
    Mingzhe Du
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  17. Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
    EMNLP 2025 ·
    Siyue Zhang
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  18. Discrete Diffusion Language Model for Efficient Text Summarization
    NAACL 2025 ·
    Do Huu Dat
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  19. EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code
    NeurIPS 2025 ·
    Yuhao Qing
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  20. Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation
    NAACL 2025 ·
    Cong-Duy T. Nguyen
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  21. FineReason: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving
    ACL 2025 ·
    Guizhen Chen
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  22. Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning
    ACL 2025 ·
    Huimin Xu
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  23. GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning
    EMNLP 2025 ·
    Guizhen Chen
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  24. HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
    NeurIPS 2025 ·
    Haoran Luo
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  25. Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
    NAACL 2025 ·
    Chaoqun Liu
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  26. KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
    ICML 2025 ·
    Haoran Luo
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  27. LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models
    ACL 2025 ·
    Zhiyuan Hu
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  28. MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering
    EMNLP 2025 ·
    Siyue Zhang
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  29. Massively Multilingual Instruction-Following Information Extraction
    ACL 2025 ·
    Thang Le
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  30. Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
    AAAI 2025 ·
    Thong Thanh Nguyen
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  31. Multi-Scale Contrastive Learning for Video Temporal Grounding
    AAAI 2025 ·
    Thong Thanh Nguyen
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  32. SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation
    ACL 2025 ·
    Huimin Xu
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  33. SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia
    NAACL 2025 ·
    Chaoqun Liu
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  34. Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation
    ACL 2025 ·
    Shuai Zhao
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  35. Unsupervised Hallucination Detection by Inspecting Reasoning Processes
    EMNLP 2025 ·
    Ponhvoan Srey
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  36. AKEW: Assessing Knowledge Editing in the Wild
    EMNLP 2024 ·
    Xiaobao Wu
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  37. Are LLMs Good Zero-Shot Fallacy Classifiers?
    EMNLP 2024 ·
    Fengjun Pan
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  38. ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
    ACL 2024 ·
    Haoran Luo
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  39. Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges
    ACL 2024 ·
    Bosheng Ding
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  40. Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
    NAACL 2024 ·
    Shuai Zhao
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  41. Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration
    EMNLP 2024 ·
    Xin Mao
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  42. Encoding and Controlling Global Semantics for Long-form Video Question Answering
    EMNLP 2024 ·
    Thong Nguyen
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  43. Exploring the Potential of Large Language Models in Computational Argumentation
    ACL 2024 ·
    Guizhen Chen
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  44. Extractive Summarization with Text Generator
    NAACL 2024 ·
    Thang Le
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  45. FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
    NeurIPS 2024 ·
    Xiaobao Wu
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  46. From Static to Dynamic: Knowledge Metabolism for Large Language Models
    AAAI 2024 ·
    Mingzhe Du
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  47. Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning
    SIGMOD 2024 ·
    Anran Li
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  48. KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
    NAACL 2024 ·
    Cong-Duy Nguyen
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  49. LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training
    AAAI 2024 ·
    Khoi M. Le
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  50. Mercury: A Code Efficiency Benchmark for Code Large Language Models
    NeurIPS 2024 ·
    Mingzhe Du
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  51. Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
    ECCV 2024 ·
    Thong Nguyen
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  52. Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
    ACL 2024 ·
    Xiaobao Wu
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  53. Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models
    EMNLP 2024 ·
    Do Xuan Long
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  54. On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
    AAAI 2024 ·
    Xiaobao Wu
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  55. PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation
    AAAI 2024 ·
    Zhiyuan Hu
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  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
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  57. Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths
    EMNLP 2024 ·
    Yew Ken Chia
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  58. SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks
    NAACL 2024 ·
    Brian Formento
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  59. SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA
    EMNLP 2024 ·
    Siyue Zhang
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  60. Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
    NeurIPS 2024 ·
    Haoran Luo
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  61. ToXCL: A Unified Framework for Toxic Speech Detection and Explanation
    NAACL 2024 ·
    Nhat M. Hoang
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  62. Topic Modeling as Multi-Objective Contrastive Optimization
    ICLR 2024 ·
    Thong Thanh Nguyen
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  63. Towards the TopMost: A Topic Modeling System Toolkit
    ACL 2024 ·
    Xiaobao Wu
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  64. Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs
    NeurIPS 2024 ·
    Zhiyuan Hu
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  65. UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages
    ACL 2024 ·
    Trinh Pham
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  66. Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning
    EMNLP 2024 ·
    Shuai Zhao
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  67. Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives
    ACL 2024 ·
    Thong Nguyen
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  68. Who's Who: Large Language Models Meet Knowledge Conflicts in Practice
    EMNLP 2024 ·
    Quang Pham
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