PPaperPicks

Ruifeng Xu

Harbin Institute of Technology at Shenzhen, China

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

DBLP profile ↗ORCID 0000-0002-4009-5679 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×22AAAI ×11SIGIR ×10EMNLP ×8NAACL ×3ACM MM ×2ICLR ×2EACL ×1NeurIPS ×1WWW ×1

Frequent coauthors

Bin Liang
×21
Min Yang
×17
Geng Tu
×15
Yice Zhang
×11
Xi Zeng
×10
Jianzhu Bao
×10
Kam-Fai Wong
×10
Yang Sun
×9
Hui Wang
×9
Bingbing Wang
×9
Lin Gui
×9
Qianlong Wang
×9

Papers

  1. A Graph-Enhanced MLLM for Hierarchical Multimodal Emotion Understanding and Support in Conversations
    SIGIR 2026 ·
    Geng Tu
    ,
    Taiyu Niu
    ,
    Xi Zeng
    , Ruifeng Xu,
    Min Zhang
  2. A Simple and Efficient Learning-Style Prompting for LLM Jailbreaking
    EACL 2026 ·
    Xuan Luo
    ,
    Yue Wang
    ,
    Zefeng He
    ,
    Geng Tu
    ,
    Jing Li
    , Ruifeng Xu
  3. AEQ-Bench: Measuring Empathy of Omni-Modal Large Models
    ACL 2026 ·
    Xuan Luo
    ,
    Lewei Yao
    ,
    Lanqing Hong
    ,
    Kai Chen
    ,
    Dehua Tao
    ,
    Daxin Tan
    ,
    Yukun Deng
    , Ruifeng Xu,
    Jing Li
  4. ArgGenBench: Benchmarking the Complex Controlled Argument Generation Capability of Large Language Models
    ACL 2026 ·
    Bojun Jin
    ,
    Jianzhu Bao
    ,
    Yang Sun
    ,
    Yice Zhang
    , Ruifeng Xu
  5. Causal-ERC: A Multimodal Framework with Causal Prompting for Emotion Recognition in Conversations with Large Language Models
    AAAI 2026 ·
    Ran Jing
    ,
    Geng Tu
    ,
    Yice Zhang
    , Ruifeng Xu
  6. Consensus-Driven Multi-Agent Cognitive Reasoning for Enhancing the Emotional Intelligence of Large Language Models
    AAAI 2026 ·
    Geng Tu
    ,
    Dingming Li
    ,
    Jun Huang
    , Ruifeng Xu
  7. 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
  8. 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
  9. 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
  10. Negotiating the Punchline: Contextual Meme Understanding via Discrete Semantic Energy Minimization
    SIGIR 2026 ·
    Bingbing Wang
    ,
    Zihan Wang
    ,
    Zhengda Jin
    ,
    Jing Li
    , Ruifeng Xu,
    Min Zhang
  11. SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction
    ACL 2026 ·
    Enming Wang
    ,
    Jianlei Wang
    ,
    Xueping Peng
    ,
    Hongjiao Guan
    ,
    Yinglong Wang
    ,
    Sibo Wei
    ,
    Jianbin Guo
    , Ruifeng Xu,
    Wenpeng Lu
  12. SocialDropout: Dynamic Agent Dropout for Social Simulation
    SIGIR 2026 ·
    Huajie Wang
    ,
    Geng Tu
    ,
    Xi Zeng
    , Ruifeng Xu,
    Min Zhang
  13. Towards Unified Affective Reasoning via In-Context Reinforcement Learning
    SIGIR 2026 ·
    Feng Xiong
    ,
    Jun Wang
    , Ruifeng Xu
  14. A Lightweight Multimodal Framework for Big Five Personality Trait Prediction
    ACM MM 2025 ·
    Taiyu Niu
    ,
    Tianhao Wu
    ,
    Pengtao Han
    ,
    Shengzhe Sun
    ,
    Yifan Chen
    ,
    Geng Tu
    , Ruifeng Xu
  15. 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
  16. 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
  17. BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection
    AAAI 2025 ·
    Xuan Luo
    ,
    Li Yang
    ,
    Han Zhang
    ,
    Geng Tu
    ,
    Qianlong Wang
    ,
    Keyang Ding
    ,
    Chuang Fan
    ,
    Jing Li
    , Ruifeng Xu
  18. 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
  19. 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
  20. Centrality-guided Pre-training for Graph
    ICLR 2025 ·
    Bin Liang
    ,
    Shiwei Chen
    ,
    Lin Gui
    ,
    Hui Wang
    ,
    Yue Yu
    , Ruifeng Xu,
    Kam-Fai Wong
  21. Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models
    EMNLP 2025 ·
    Guangyu Xie
    ,
    Yice Zhang
    ,
    Jianzhu Bao
    ,
    Qianlong Wang
    ,
    Yang Sun
    ,
    Bingbing Wang
    , Ruifeng Xu
  22. 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
  23. 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
  24. DS²-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis
    ACL 2025 ·
    Hongling Xu
    ,
    Yice Zhang
    ,
    Qianlong Wang
    , Ruifeng Xu
  25. Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst
    AAAI 2025 ·
    Shijue Huang
    ,
    Wanjun Zhong
    ,
    Deng Cai
    ,
    Fanqi Wan
    ,
    Chengyi Wang
    ,
    Mingxuan Wang
    ,
    Mu Qiao
    , Ruifeng Xu
  26. Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis
    ACL 2025 ·
    Qianlong Wang
    ,
    Keyang Ding
    ,
    Hengxin Gao
    ,
    Hui Wang
    , Ruifeng Xu
  27. Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining
    EMNLP 2025 ·
    Jianzhu Bao
    ,
    Yuqi Huang
    ,
    Yang Sun
    ,
    Wenya Wang
    ,
    Yice Zhang
    ,
    Bojun Jin
    , Ruifeng Xu
  28. 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
  29. Large Language Models as Reader for Bias Detection
    EMNLP 2025 ·
    Xuan Luo
    ,
    Jing Li
    ,
    Zhong Wenzhong
    ,
    Geng Tu
    , Ruifeng Xu
  30. 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
  31. Meta-Learning for Incomplete Multimodal Sentiment Analysis
    SIGIR 2025 ·
    Geng Tu
    ,
    Tianhao Wu
    ,
    Xuan Luo
    ,
    Xi Zeng
    ,
    Wenjie Li
    , Ruifeng Xu
  32. 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
  33. More Than Just A Conversation: A Multi-agent Reasoning Graph Knowledge Distillation for Conversational Stance Detection
    SIGIR 2025 ·
    Bingbing Wang
    ,
    Zhixin Bai
    ,
    Qianlong Wang
    ,
    Jingjie Lin
    ,
    Min Yang
    ,
    Xi Zeng
    , Ruifeng Xu
  34. Sparse Activation Editing for Reliable Instruction Following in Narratives
    EMNLP 2025 ·
    Runcong Zhao
    ,
    Chengyu Cao
    ,
    Qinglin Zhu
    ,
    Xiucheng Lyu
    ,
    Shun Shao
    ,
    Lin Gui
    , Ruifeng Xu,
    Yulan He
  35. SupportPlay: A Multi-Agent Role-Playing System for Personalized and Sustained Multimodal Emotional Support Conversation
    WWW 2025 ·
    Geng Tu
    ,
    Bingbing Wang
    ,
    Erik Cambria
    ,
    Wenjie Li
    , Ruifeng Xu
  36. Targeted Distillation for Sentiment Analysis
    EMNLP 2025 ·
    Yice Zhang
    ,
    Guangyu Xie
    ,
    Jingjie Lin
    ,
    Jianzhu Bao
    ,
    Qianlong Wang
    ,
    Xi Zeng
    , Ruifeng Xu
  37. Training on the Benchmark Is Not All You Need
    AAAI 2025 ·
    Shiwen Ni
    ,
    Xiangtao Kong
    ,
    Chengming Li
    ,
    Xiping Hu
    , Ruifeng Xu,
    Jia Zhu
    ,
    Min Yang
  38. 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
  39. Adaptive Graph Learning for Multimodal Conversational Emotion Detection
    AAAI 2024 ·
    Geng Tu
    ,
    Tian Xie
    ,
    Bin Liang
    ,
    Hongpeng Wang
    , Ruifeng Xu
  40. BC-Prover: Backward Chaining Prover for Formal Theorem Proving
    EMNLP 2024 ·
    Yuhang He
    ,
    Jihai Zhang
    ,
    Jianzhu Bao
    ,
    Fangquan Lin
    ,
    Cheng Yang
    ,
    Bing Qin
    , Ruifeng Xu,
    Wotao Yin
  41. CPPO: Continual Learning for Reinforcement Learning with Human Feedback
    ICLR 2024 ·
    Han Zhang
    ,
    Yu Lei
    ,
    Lin Gui
    ,
    Min Yang
    ,
    Yulan He
    ,
    Hui Wang
    , Ruifeng Xu
  42. Counterfactual-Enhanced Information Bottleneck for Aspect-Based Sentiment Analysis
    AAAI 2024 ·
    Mingshan Chang
    ,
    Min Yang
    ,
    Qingshan Jiang
    , Ruifeng Xu
  43. 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
  44. 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
  45. E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models
    ACL 2024 ·
    Jinchang Hou
    ,
    Chang Ao
    ,
    Haihong Wu
    ,
    Xiangtao Kong
    ,
    Zhigang Zheng
    ,
    Daijia Tang
    ,
    Chengming Li
    ,
    Xiping Hu
    , Ruifeng Xu,
    Shiwen Ni
    ,
    Min Yang
  46. Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting
    NAACL 2024 ·
    Rui Wang
    ,
    Hongru Wang
    ,
    Fei Mi
    ,
    Boyang Xue
    ,
    Yi Chen
    ,
    Kam-Fai Wong
    , Ruifeng Xu
  47. Enhancing Multi-Label Classification via Dynamic Label-Order Learning
    AAAI 2024 ·
    Jiangnan Li
    ,
    Yice Zhang
    ,
    Shiwei Chen
    , Ruifeng Xu
  48. Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training
    ACL 2024 ·
    Feiteng Fang
    ,
    Yuelin Bai
    ,
    Shiwen Ni
    ,
    Min Yang
    ,
    Xiaojun Chen
    , Ruifeng Xu
  49. Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models
    ACL 2024 ·
    Shiwen Ni
    ,
    Dingwei Chen
    ,
    Chengming Li
    ,
    Xiping Hu
    , Ruifeng Xu,
    Min Yang
  50. II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models
    NeurIPS 2024 ·
    Ziqiang Liu
    ,
    Feiteng Fang
    ,
    Xi Feng
    ,
    Xeron Du
    ,
    Chenhao Zhang
    ,
    Noah Wang
    ,
    Yuelin Bai
    ,
    Qixuan Zhao
    ,
    Liyang Fan
    ,
    Chengguang Gan
    ,
    Hongquan Lin
    ,
    Jiaming Li
    ,
    Yuansheng Ni
    ,
    Haihong Wu
    ,
    Yaswanth Narsupalli
    ,
    Zhigang Zheng
    ,
    Chengming Li
    ,
    Xiping Hu
    , Ruifeng Xu,
    Xiaojun Chen
    ,
    Min Yang
    ,
    Jiaheng Liu
    ,
    Ruibo Liu
    ,
    Wenhao Huang
    ,
    Ge Zhang
    ,
    Shiwen Ni
  51. Improving In-Context Learning via Sequentially Selection and Preference Alignment for Few-Shot Aspect-Based Sentiment Analysis
    SIGIR 2024 ·
    Qianlong Wang
    ,
    Keyang Ding
    ,
    Xuan Luo
    , Ruifeng Xu
  52. Improving In-Context Learning with Prediction Feedback for Sentiment Analysis
    ACL 2024 ·
    Hongling Xu
    ,
    Qianlong Wang
    ,
    Yice Zhang
    ,
    Min Yang
    ,
    Xi Zeng
    ,
    Bing Qin
    , Ruifeng Xu
  53. 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
  54. Multimodal Emotion Recognition Calibration in Conversations
    ACM MM 2024 ·
    Geng Tu
    ,
    Feng Xiong
    ,
    Bin Liang
    ,
    Hui Wang
    ,
    Xi Zeng
    , Ruifeng Xu
  55. 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
  56. NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models
    ACL 2024 ·
    Ancheng Xu
    ,
    Minghuan Tan
    ,
    Lei Wang
    ,
    Min Yang
    , Ruifeng Xu
  57. 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
  58. Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
    ACL 2024 ·
    Shijue Huang
    ,
    Wanjun Zhong
    ,
    Jianqiao Lu
    ,
    Qi Zhu
    ,
    Jiahui Gao
    ,
    Weiwen Liu
    ,
    Yutai Hou
    ,
    Xingshan Zeng
    ,
    Yasheng Wang
    ,
    Lifeng Shang
    ,
    Xin Jiang
    , Ruifeng Xu,
    Qun Liu
  59. Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models
    NAACL 2024 ·
    Rui Wang
    ,
    Fei Mi
    ,
    Yi Chen
    ,
    Boyang Xue
    ,
    Hongru Wang
    ,
    Qi Zhu
    ,
    Kam-Fai Wong
    , Ruifeng Xu
  60. Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction
    ACL 2024 ·
    Yice Zhang
    ,
    Jie Zeng
    ,
    Weiming Hu
    ,
    Ziyi Wang
    ,
    Shiwei Chen
    , Ruifeng Xu
  61. WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations
    ACL 2024 ·
    Haolin Deng
    ,
    Chang Wang
    ,
    Xin Li
    ,
    Dezhang Yuan
    ,
    Junlang Zhan
    ,
    Tianhua Zhou
    ,
    Jin Ma
    ,
    Jun Gao
    , Ruifeng Xu