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Meng Fang

49 papers at tracked venues · 32 at CORE A* · active 2024–2026

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Venues

ACL ×14EMNLP ×8AAAI ×7ICLR ×7AAMAS ×4NeurIPS ×3EACL ×2NAACL ×2BMVC ×1ICML ×1

Frequent coauthors

Ling Chen
×21
Mykola Pechenizkiy
×17
Yali Du
×10
Zijing Shi
×8
Biao Wu
×6
Jiaxu Zhao
×5
Jun Wang
×5
Tianyi Zhou
×5
Shunfeng Zheng
×4
Wenhan Han
×4
Zhixun Chen
×4
Zeyu Zhang
×4

Papers

  1. Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces
    ACL 2026 ·
    Zijing Shi
    , Meng Fang,
    Ling Chen
  2. Causality-Aware Efficient Exploration for Cooperative Multi-Agent Reinforcement Learning
    AAAI 2026 ·
    Hongye Cao
    ,
    Tianpei Yang
    ,
    Fan Feng
    ,
    Hammadi Rafik Ouariachi
    ,
    Yali Du
    , Meng Fang,
    Jing Huo
    ,
    Yang Gao
  3. DOSE: Data Selection for Multi-Modal LLMs via Off-the-Shelf Models
    ACL 2026 ·
    Biao Wu
    ,
    Yiwu Zhong
    , Meng Fang,
    Ling Chen
  4. FactSearch: An Interactive Agentic Fact Search System for Verifying Large Language Model Outputs
    ACL 2026 · Meng Fang,
    Harry Mackenzie
  5. Infinity-Parser: Layout-Aware Reinforcement Learning with High-quality Document Parsing Dataset
    ACL 2026 ·
    Baode Wang
    ,
    Biao Wu
    ,
    Weizhen Li
    , Meng Fang,
    Zuming Huang
    ,
    Jun Huang
    ,
    Yanjie Liang
    ,
    Haozhe Wang
    ,
    Ling Chen
    ,
    Wei Chu
    ,
    Yuan Qi
  6. Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models
    AAAI 2026 ·
    Jiaxu Zhao
    , Meng Fang,
    Mingze Zhong
    ,
    Shunfeng Zheng
    ,
    Ling Chen
    ,
    Mykola Pechenizkiy
  7. MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia
    EACL 2026 ·
    Xiao Xiao
    ,
    Iftitahu Ni'mah
    ,
    Yuyun Wabula
    ,
    Mykola Pechenizkiy
    , Meng Fang
  8. MuBench: Assessment of Multilingual Capabilities of Large Language Models Across 61 Languages
    ACL 2026 ·
    Wenhan Han
    ,
    Yifan Zhang
    ,
    Zhixun Chen
    ,
    Binbin Liu
    ,
    Mykola Pechenizkiy
    , Meng Fang,
    Yin Zheng
  9. Safe Multi-agent Reinforcement Learning with Natural Language Constraints
    AAAI 2026 ·
    Ziyan Wang
    , Meng Fang,
    Tristan Tomilin
    ,
    Fei Fang
    ,
    Yali Du
  10. VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery
    EACL 2026 ·
    Jinchao Ge
    ,
    Tengfei Cheng
    ,
    Biao Wu
    ,
    Zeyu Zhang
    ,
    Shiya Huang
    ,
    Judith Bishop
    ,
    Gillian Shepherd
    , Meng Fang,
    Ling Chen
    ,
    Yang Zhao
  11. Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach
    AAAI 2026 ·
    Biao Wu
    , Meng Fang,
    Ling Chen
    ,
    Ke Xu
    ,
    Tao Cheng
    ,
    Jun Wang
  12. mPresenter: An Agentic Framework for Generating Multilingual Presentation Videos from Scientific Papers
    ACL 2026 ·
    Wenhan Han
    ,
    Xiao Xiao
    ,
    Mykola Pechenizkiy
    , Meng Fang
  13. ATLAS: Agent Tuning via Learning Critical Steps
    ACL 2025 ·
    Zhixun Chen
    ,
    Ming Li
    ,
    Yuxuan Huang
    ,
    Yali Du
    , Meng Fang,
    Tianyi Zhou
  14. Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving
    EMNLP 2025 ·
    Shunfeng Zheng
    ,
    Yudi Zhang
    , Meng Fang,
    Zihan Zhang
    ,
    Zhitan Wu
    ,
    Mykola Pechenizkiy
    ,
    Ling Chen
  15. Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding
    ACL 2025 ·
    Keqin Peng
    ,
    Liang Ding
    ,
    Yuanxin Ouyang
    , Meng Fang,
    Yancheng Yuan
    ,
    Dacheng Tao
  16. HASARD: A Benchmark for Vision-Based Safe Reinforcement Learning in Embodied Agents
    ICLR 2025 ·
    Tristan Tomilin
    , Meng Fang,
    Mykola Pechenizkiy
  17. Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies
    NAACL 2025 ·
    Zirui Song
    ,
    Guangxian Ouyang
    , Meng Fang,
    Hongbin Na
    ,
    Zijing Shi
    ,
    Zhenhao Chen
    ,
    Yujie Fu
    ,
    Zeyu Zhang
    ,
    Shiyu Jiang
    ,
    Miao Fang
    ,
    Ling Chen
    ,
    Xiuying Chen
  18. Hierarchical Multi-Agent Framework for Dynamic Macroeconomic Modelling Using Large Language Models
    AAMAS 2025 ·
    Zhixun Chen
    ,
    Zijing Shi
    ,
    Yaodong Yang
    , Meng Fang,
    Yali Du
  19. Integrating Large Language Models with Reinforcement Learning for Generalization in Strategic Card Games
    AAMAS 2025 ·
    Wannian Xia
    , Meng Fang,
    Zihao Guo
    ,
    Yali Du
    ,
    Bo Xu
  20. MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents
    NAACL 2025 ·
    Wanqi Yang
    ,
    Yanda Li
    , Meng Fang,
    Ling Chen
  21. Monte Carlo Planning with Large Language Model for Text-Based Game Agents
    ICLR 2025 ·
    Zijing Shi
    , Meng Fang,
    Ling Chen
  22. MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining
    NeurIPS 2025 ·
    Zhixun Chen
    ,
    Ping Guo
    ,
    Wenhan Han
    ,
    Yifan Zhang
    ,
    Binbin Li
    ,
    Haobin Lin
    ,
    Fengze Liu
    ,
    Yan Zhao
    ,
    Bingni Zhang
    ,
    Taifeng Wang
    ,
    Yin Zheng
    ,
    Trevor Cohn
    , Meng Fang
  23. Preference Controllable Reinforcement Learning with Advanced Multi-Objective Optimization
    ICML 2025 ·
    Yucheng Yang
    ,
    Tianyi Zhou
    ,
    Mykola Pechenizkiy
    , Meng Fang
  24. PresentAgent: Multimodal Agent for Presentation Video Generation
    EMNLP 2025 ·
    Jingwei Shi
    ,
    Zeyu Zhang
    ,
    Biao Wu
    ,
    Yanjie Liang
    , Meng Fang,
    Ling Chen
    ,
    Yang Zhao
  25. RuAG: Learned-rule-augmented Generation for Large Language Models
    ICLR 2025 ·
    Yudi Zhang
    ,
    Pei Xiao
    ,
    Lu Wang
    ,
    Chaoyun Zhang
    , Meng Fang,
    Yali Du
    ,
    Yevgeniy Puzyrev
    ,
    Randolph Yao
    ,
    Si Qin
    ,
    Qingwei Lin
    ,
    Mykola Pechenizkiy
    ,
    Dongmei Zhang
    ,
    Saravan Rajmohan
    ,
    Qi Zhang
  26. SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding
    ACL 2025 ·
    Shunfeng Zheng
    , Meng Fang,
    Ling Chen
  27. Spiral of Silence in Large Language Model Agents
    EMNLP 2025 ·
    Mingze Zhong
    , Meng Fang,
    Zijing Shi
    ,
    Yuxuan Huang
    ,
    Shunfeng Zheng
    ,
    Yali Du
    ,
    Ling Chen
    ,
    Jun Wang
  28. Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling
    ICLR 2025 ·
    Jiawei Xu
    ,
    Rui Yang
    ,
    Shuang Qiu
    ,
    Feng Luo
    , Meng Fang,
    Baoxiang Wang
    ,
    Lei Han
  29. Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning
    ICLR 2025 ·
    Hongye Cao
    ,
    Fan Feng
    , Meng Fang,
    Shaokang Dong
    ,
    Tianpei Yang
    ,
    Jing Huo
    ,
    Yang Gao
  30. Understanding Large Language Model Vulnerabilities to Social Bias Attacks
    ACL 2025 ·
    Jiaxu Zhao
    , Meng Fang,
    Fanghua Ye
    ,
    Ke Xu
    ,
    Qin Zhang
    ,
    Joey Tianyi Zhou
    ,
    Mykola Pechenizkiy
  31. Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models
    ACL 2025 ·
    Jiaxu Zhao
    , Meng Fang,
    Kun Zhang
    ,
    Mykola Pechenizkiy
  32. Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models
    ACL 2025 ·
    Wanqi Yang
    ,
    Yanda Li
    , Meng Fang,
    Yunchao Wei
    ,
    Ling Chen
  33. Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation
    ICLR 2024 ·
    Qiang He
    ,
    Tianyi Zhou
    , Meng Fang,
    Setareh Maghsudi
  34. Automatic Curriculum for Unsupervised Reinforcement Learning
    AAMAS 2024 ·
    Yucheng Yang
    ,
    Tianyi Zhou
    ,
    Lei Han
    , Meng Fang,
    Mykola Pechenizkiy
  35. CHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models
    EMNLP 2024 ·
    Qin Zhang
    ,
    Sihan Cai
    ,
    Jiaxu Zhao
    ,
    Mykola Pechenizkiy
    , Meng Fang
  36. Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering
    EMNLP 2024 ·
    Wanqi Yang
    ,
    Yanda Li
    , Meng Fang,
    Ling Chen
  37. Human-Guided Moral Decision Making in Text-Based Games
    AAAI 2024 ·
    Zijing Shi
    , Meng Fang,
    Ling Chen
    ,
    Yali Du
    ,
    Jun Wang
  38. LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
    EMNLP 2024 ·
    Jiangshu Du
    ,
    Yibo Wang
    ,
    Wenting Zhao
    ,
    Zhongfen Deng
    ,
    Shuaiqi Liu
    ,
    Renze Lou
    ,
    Henry Peng Zou
    ,
    Pranav Narayanan Venkit
    ,
    Nan Zhang
    ,
    Mukund Srinath
    ,
    Haoran Zhang
    ,
    Vipul Gupta
    ,
    Yinghui Li
    ,
    Tao Li
    ,
    Fei Wang
    ,
    Qin Liu
    ,
    Tianlin Liu
    ,
    Pengzhi Gao
    ,
    Congying Xia
    ,
    Chen Xing
    ,
    Cheng Jiayang
    ,
    Zhaowei Wang
    ,
    Ying Su
    ,
    Raj Sanjay Shah
    ,
    Ruohao Guo
    ,
    Jing Gu
    ,
    Haoran Li
    ,
    Kangda Wei
    ,
    Zihao Wang
    ,
    Lu Cheng
    ,
    Surangika Ranathunga
    , Meng Fang,
    Jie Fu
    ,
    Fei Liu
    ,
    Ruihong Huang
    ,
    Eduardo Blanco
    ,
    Yixin Cao
    ,
    Rui Zhang
    ,
    Philip S. Yu
    ,
    Wenpeng Yin
  39. Large Language Models Are Neurosymbolic Reasoners
    AAAI 2024 · Meng Fang,
    Shilong Deng
    ,
    Yudi Zhang
    ,
    Zijing Shi
    ,
    Ling Chen
    ,
    Mykola Pechenizkiy
    ,
    Jun Wang
  40. Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf
    NeurIPS 2024 ·
    Xuanfa Jin
    ,
    Ziyan Wang
    ,
    Yali Du
    , Meng Fang,
    Haifeng Zhang
    ,
    Jun Wang
  41. MaDi: Learning to Mask Distractions for Generalization in Visual Deep Reinforcement Learning
    AAMAS 2024 ·
    Bram Grooten
    ,
    Tristan Tomilin
    ,
    Gautham Vasan
    ,
    Matthew E. Taylor
    ,
    A. Rupam Mahmood
    , Meng Fang,
    Mykola Pechenizkiy
    ,
    Decebal Constantin Mocanu
  42. MedINST: Meta Dataset of Biomedical Instructions
    EMNLP 2024 ·
    Wenhan Han
    , Meng Fang,
    Zihan Zhang
    ,
    Yu Yin
    ,
    Zirui Song
    ,
    Ling Chen
    ,
    Mykola Pechenizkiy
    ,
    Qingyu Chen
  43. More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation
    ACL 2024 ·
    Jiaxu Zhao
    ,
    Zijing Shi
    ,
    Yitong Li
    ,
    Yulong Pei
    ,
    Ling Chen
    , Meng Fang,
    Mykola Pechenizkiy
  44. Motion Avatar: Generate Human and Animal Avatars with Arbitrary Motion
    BMVC 2024 ·
    Zeyu Zhang
    ,
    Yiran Wang
    ,
    Biao Wu
    ,
    Shuo Chen
    ,
    Zhiyuan Zhang
    ,
    Shiya Huang
    ,
    Wenbo Zhang
    , Meng Fang,
    Ling Chen
    ,
    Yang Zhao
  45. Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
    NeurIPS 2024 ·
    Xiong-Hui Chen
    ,
    Ziyan Wang
    ,
    Yali Du
    ,
    Shengyi Jiang
    , Meng Fang,
    Yang Yu
    ,
    Jun Wang
  46. Representation-Based Robustness in Goal-Conditioned Reinforcement Learning
    AAAI 2024 ·
    Xiangyu Yin
    ,
    Sihao Wu
    ,
    Jiaxu Liu
    , Meng Fang,
    Xingyu Zhao
    ,
    Xiaowei Huang
    ,
    Wenjie Ruan
  47. RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering
    ACL 2024 ·
    Zihan Zhang
    , Meng Fang,
    Ling Chen
  48. Revisiting Catastrophic Forgetting in Large Language Model Tuning
    EMNLP 2024 ·
    Hongyu Li
    ,
    Liang Ding
    , Meng Fang,
    Dacheng Tao
  49. Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning
    ICLR 2024 ·
    Yucheng Yang
    ,
    Tianyi Zhou
    ,
    Qiang He
    ,
    Lei Han
    ,
    Mykola Pechenizkiy
    , Meng Fang