PPaperPicks

Bin Liang

Chinese University of Hong Kong, Department of Systems Engineering and Engineering Management, Hong Kong

33 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7234-1347 ↗Homepage ↗

Venues

ACL ×13AAAI ×6EMNLP ×5SIGIR ×3ICLR ×2ACM MM ×1ICML ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Ruifeng Xu
×21
Kam-Fai Wong
×18
Lin Gui
×9
Hui Wang
×7
Min Yang
×7
Yue Yu
×6
Yiming Du
×6
Yang Sun
×6
Bingbing Wang
×5
Jianzhu Bao
×5
Geng Tu
×5
Baojun Wang
×4

Papers

  1. Dynamic Memory Forest: Constructing and Tracing Conversational Trajectories for Long-Term Conversation
    SIGIR 2026 ·
    Cai Ke
    , Bin Liang,
    Xin Liu
    ,
    Yue Yu
    ,
    Hui Wang
    ,
    Ruifeng Xu
  2. EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems
    ACL 2026 ·
    Zhengyi Zhao
    ,
    Shubo Zhang
    ,
    Yiming Du
    , Bin Liang,
    Baojun Wang
    ,
    Zhongyang Li
    ,
    Binyang Li
    ,
    Kam-Fai Wong
  3. MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection
    ACL 2026 ·
    Bingbing Wang
    ,
    Zhengda Jin
    , Bin Liang,
    Wenjie Li
    ,
    Jing Li
    ,
    Ruifeng Xu
    ,
    Min Zhang
  4. MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
    AAAI 2026 ·
    Yiming Du
    ,
    Bingbing Wang
    ,
    Yang He
    , Bin Liang,
    Baojun Wang
    ,
    Zhongyang Li
    ,
    Lin Gui
    ,
    Jeff Z. Pan
    ,
    Ruifeng Xu
    ,
    Kam-Fai Wong
  5. Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors
    ACL 2026 ·
    Zhiwei Zhang
    ,
    Fei Zhao
    ,
    Rui Wang
    ,
    Zezhong Wang
    , Bin Liang,
    Jiakang Wang
    ,
    Yao Hu
    ,
    Shaosheng Cao
    ,
    Kam-Fai Wong
  6. SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding
    ACL 2026 ·
    Runcong Zhao
    ,
    Qinglin Zhu
    ,
    Hainiu Xu
    , Bin Liang,
    Lin Gui
    ,
    Yulan He
  7. A Comprehensive Evaluation on Event Reasoning of Large Language Models
    AAAI 2025 ·
    Zhengwei Tao
    ,
    Zhi Jin
    ,
    Yifan Zhang
    ,
    Xiancai Chen
    ,
    Haiyan Zhao
    ,
    Jia Li
    , Bin Liang,
    Chongyang Tao
    ,
    Qun Liu
    ,
    Kam-Fai Wong
  8. A Multi-persona Framework for Argument Quality Assessment
    ACL 2025 ·
    Bojun Jin
    ,
    Jianzhu Bao
    ,
    Yufang Hou
    ,
    Yang Sun
    ,
    Yice Zhang
    ,
    Huajie Wang
    , Bin Liang,
    Ruifeng Xu
  9. A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation
    AAAI 2025 ·
    Bingbing Wang
    ,
    Yiming Du
    , Bin Liang,
    Zhixin Bai
    ,
    Min Yang
    ,
    Baojun Wang
    ,
    Kam-Fai Wong
    ,
    Ruifeng Xu
  10. Bridging Time Gaps: Temporal Logic Relations for Enhancing Temporal Reasoning in Large Language Models
    SIGIR 2025 ·
    Xintong Song
    , Bin Liang,
    Yang Sun
    ,
    Chenhua Zhang
    ,
    Bingbing Wang
    ,
    Ruifeng Xu
  11. COPR: Continual Human Preference Learning via Optimal Policy Regularization
    ACL 2025 ·
    Han Zhang
    ,
    Lin Gui
    ,
    Yu Lei
    ,
    Yuanzhao Zhai
    ,
    Yehong Zhang
    ,
    Zhuo Zhang
    ,
    Yulan He
    ,
    Hui Wang
    ,
    Yue Yu
    ,
    Kam-Fai Wong
    , Bin Liang,
    Ruifeng Xu
  12. Centrality-guided Pre-training for Graph
    ICLR 2025 · Bin Liang,
    Shiwei Chen
    ,
    Lin Gui
    ,
    Hui Wang
    ,
    Yue Yu
    ,
    Ruifeng Xu
    ,
    Kam-Fai Wong
  13. CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility
    AAAI 2025 ·
    Bojia Zi
    ,
    Shihao Zhao
    ,
    Xianbiao Qi
    ,
    Jianan Wang
    ,
    Yukai Shi
    ,
    Qianyu Chen
    , Bin Liang,
    Rong Xiao
    ,
    Kam-Fai Wong
    ,
    Lei Zhang
  14. CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation
    ACL 2025 ·
    Jingqian Zhao
    ,
    Bingbing Wang
    ,
    Geng Tu
    ,
    Yice Zhang
    ,
    Qianlong Wang
    , Bin Liang,
    Jing Li
    ,
    Ruifeng Xu
  15. Correcting Large Language Model Behavior via Influence Function
    AAAI 2025 ·
    Han Zhang
    ,
    Zhuo Zhang
    ,
    Yi Zhang
    ,
    Yuanzhao Zhai
    ,
    Hanyang Peng
    ,
    Yu Lei
    ,
    Yue Yu
    ,
    Hui Wang
    , Bin Liang,
    Lin Gui
    ,
    Ruifeng Xu
  16. Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework
    EMNLP 2025 ·
    Cai Ke
    ,
    Yiming Du
    , Bin Liang,
    Yifan Xiang
    ,
    Lin Gui
    ,
    Zhongyang Li
    ,
    Baojun Wang
    ,
    Yue Yu
    ,
    Hui Wang
    ,
    Kam-Fai Wong
    ,
    Ruifeng Xu
  17. Learning First-Order Logic Rules for Argumentation Mining
    ACL 2025 ·
    Yang Sun
    ,
    Guanrong Chen
    ,
    Hamid Alinejad-Rokny
    ,
    Jianzhu Bao
    ,
    Yuqi Huang
    , Bin Liang,
    Kam-Fai Wong
    ,
    Min Yang
    ,
    Ruifeng Xu
  18. MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models
    EMNLP 2025 ·
    Zhengyi Zhao
    ,
    Shubo Zhang
    ,
    Yuxi Zhang
    ,
    Yanxi Zhao
    ,
    Yifan Zhang
    ,
    Zezhong Wang
    ,
    Huimin Wang
    ,
    Yutian Zhao
    , Bin Liang,
    Yefeng Zheng
    ,
    Binyang Li
    ,
    Kam-Fai Wong
    ,
    Xian Wu
  19. Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration
    NAACL 2025 ·
    Ang Li
    ,
    Jingqian Zhao
    , Bin Liang,
    Lin Gui
    ,
    Hui Wang
    ,
    Xi Zeng
    ,
    Xingwei Liang
    ,
    Kam-Fai Wong
    ,
    Ruifeng Xu
  20. MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
    ACL 2025 ·
    Boyang Xue
    ,
    Hongru Wang
    ,
    Rui Wang
    ,
    Sheng Wang
    ,
    Zezhong Wang
    ,
    Yiming Du
    , Bin Liang,
    Wenxuan Zhang
    ,
    Kam-Fai Wong
  21. PEARL: Towards Permutation-Resilient LLMs
    ICLR 2025 ·
    Liang Chen
    ,
    Li Shen
    ,
    Yang Deng
    ,
    Xiaoyan Zhao
    , Bin Liang,
    Kam-Fai Wong
  22. ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning
    EMNLP 2025 ·
    Yiming Du
    ,
    Yifan Xiang
    , Bin Liang,
    Dahua Lin
    ,
    Kam-Fai Wong
    ,
    Fei Tan
  23. Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists
    NeurIPS 2025 ·
    Bojia Zi
    ,
    Penghui Ruan
    ,
    Marco Chen
    ,
    Xianbiao Qi
    ,
    Shaozhe Hao
    ,
    Shihao Zhao
    ,
    Youze Huang
    , Bin Liang,
    Rong Xiao
    ,
    Kam-Fai Wong
  24. T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering
    EMNLP 2025 ·
    Zhengyi Zhao
    ,
    Shubo Zhang
    ,
    Zezhong Wang
    ,
    Huimin Wang
    ,
    Yutian Zhao
    , Bin Liang,
    Yefeng Zheng
    ,
    Binyang Li
    ,
    Kam-Fai Wong
    ,
    Xian Wu
  25. A Persona-Infused Cross-Task Graph Network for Multimodal Emotion Recognition with Emotion Shift Detection in Conversations
    SIGIR 2024 ·
    Geng Tu
    ,
    Feng Xiong
    , Bin Liang,
    Ruifeng Xu
  26. Adaptive Graph Learning for Multimodal Conversational Emotion Detection
    AAAI 2024 ·
    Geng Tu
    ,
    Tian Xie
    , Bin Liang,
    Hongpeng Wang
    ,
    Ruifeng Xu
  27. Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs
    ICML 2024 ·
    Shenzhi Yang
    , Bin Liang,
    An Liu
    ,
    Lin Gui
    ,
    Xingkai Yao
    ,
    Xiaofang Zhang
  28. Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning
    ACL 2024 ·
    Yuhang He
    ,
    Jianzhu Bao
    ,
    Yang Sun
    , Bin Liang,
    Min Yang
    ,
    Bing Qin
    ,
    Ruifeng Xu
  29. Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining
    ACL 2024 ·
    Yang Sun
    ,
    Guanrong Chen
    ,
    Caihua Yang
    ,
    Jianzhu Bao
    , Bin Liang,
    Xi Zeng
    ,
    Min Yang
    ,
    Ruifeng Xu
  30. Multi-modal Stance Detection: New Datasets and Model
    ACL 2024 · Bin Liang,
    Ang Li
    ,
    Jingqian Zhao
    ,
    Lin Gui
    ,
    Min Yang
    ,
    Yue Yu
    ,
    Kam-Fai Wong
    ,
    Ruifeng Xu
  31. Multimodal Emotion Recognition Calibration in Conversations
    ACM MM 2024 ·
    Geng Tu
    ,
    Feng Xiong
    , Bin Liang,
    Hui Wang
    ,
    Xi Zeng
    ,
    Ruifeng Xu
  32. Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition
    EMNLP 2024 ·
    Geng Tu
    ,
    Jun Wang
    ,
    Zhenyu Li
    ,
    Shiwei Chen
    , Bin Liang,
    Xi Zeng
    ,
    Min Yang
    ,
    Ruifeng Xu
  33. PITA: Prompting Task Interaction for Argumentation Mining
    ACL 2024 ·
    Yang Sun
    ,
    Muyi Wang
    ,
    Jianzhu Bao
    , Bin Liang,
    Xiaoyan Zhao
    ,
    Caihua Yang
    ,
    Min Yang
    ,
    Ruifeng Xu