PPaperPicks

Ruifeng Xu

Harbin Institute of Technology at Shenzhen, China

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

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Venues

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

Frequent coauthors

Geng Tu
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Xuan Luo
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Bingbing Wang
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Han Zhang
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Yang Sun
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Bojun Jin
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Cai Ke
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Bin Liang
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Hongling Xu
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Shijue Huang
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Qianlong Wang
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Yice Zhang
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Papers

  1. A Graph-Enhanced MLLM for Hierarchical Multimodal Emotion Understanding and Support in Conversations
    SIGIR 2026 ·
    Geng Tu
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  2. A Simple and Efficient Learning-Style Prompting for LLM Jailbreaking
    EACL 2026 ·
    Xuan Luo
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  3. AEQ-Bench: Measuring Empathy of Omni-Modal Large Models
    ACL 2026 ·
    Xuan Luo
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  4. ArgGenBench: Benchmarking the Complex Controlled Argument Generation Capability of Large Language Models
    ACL 2026 ·
    Bojun Jin
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  5. Causal-ERC: A Multimodal Framework with Causal Prompting for Emotion Recognition in Conversations with Large Language Models
    AAAI 2026 ·
    Ran Jing
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  6. Consensus-Driven Multi-Agent Cognitive Reasoning for Enhancing the Emotional Intelligence of Large Language Models
    AAAI 2026 ·
    Geng Tu
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  7. Dynamic Memory Forest: Constructing and Tracing Conversational Trajectories for Long-Term Conversation
    SIGIR 2026 ·
    Cai Ke
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  8. MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection
    ACL 2026 ·
    Bingbing Wang
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  9. MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
    AAAI 2026 ·
    Yiming Du
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  10. Negotiating the Punchline: Contextual Meme Understanding via Discrete Semantic Energy Minimization
    SIGIR 2026 ·
    Bingbing Wang
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  11. SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction
    ACL 2026 ·
    Enming Wang
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  12. SocialDropout: Dynamic Agent Dropout for Social Simulation
    SIGIR 2026 ·
    Huajie Wang
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  13. Towards Unified Affective Reasoning via In-Context Reinforcement Learning
    SIGIR 2026 ·
    Feng Xiong
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  14. A Lightweight Multimodal Framework for Big Five Personality Trait Prediction
    ACM MM 2025 ·
    Taiyu Niu
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  15. A Multi-persona Framework for Argument Quality Assessment
    ACL 2025 ·
    Bojun Jin
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  16. A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation
    AAAI 2025 ·
    Bingbing Wang
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  17. BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection
    AAAI 2025 ·
    Xuan Luo
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  18. Bridging Time Gaps: Temporal Logic Relations for Enhancing Temporal Reasoning in Large Language Models
    SIGIR 2025 ·
    Xintong Song
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  19. COPR: Continual Human Preference Learning via Optimal Policy Regularization
    ACL 2025 ·
    Han Zhang
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  20. Centrality-guided Pre-training for Graph
    ICLR 2025 ·
    Bin Liang
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  21. Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models
    EMNLP 2025 ·
    Guangyu Xie
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  22. CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation
    ACL 2025 ·
    Jingqian Zhao
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  23. Correcting Large Language Model Behavior via Influence Function
    AAAI 2025 ·
    Han Zhang
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  24. DS²-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis
    ACL 2025 ·
    Hongling Xu
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  25. Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst
    AAAI 2025 ·
    Shijue Huang
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  26. Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis
    ACL 2025 ·
    Qianlong Wang
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  27. Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining
    EMNLP 2025 ·
    Jianzhu Bao
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  28. Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework
    EMNLP 2025 ·
    Cai Ke
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  29. Large Language Models as Reader for Bias Detection
    EMNLP 2025 ·
    Xuan Luo
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  30. Learning First-Order Logic Rules for Argumentation Mining
    ACL 2025 ·
    Yang Sun
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  31. Meta-Learning for Incomplete Multimodal Sentiment Analysis
    SIGIR 2025 ·
    Geng Tu
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  32. Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration
    NAACL 2025 ·
    Ang Li
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  33. More Than Just A Conversation: A Multi-agent Reasoning Graph Knowledge Distillation for Conversational Stance Detection
    SIGIR 2025 ·
    Bingbing Wang
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  34. Sparse Activation Editing for Reliable Instruction Following in Narratives
    EMNLP 2025 ·
    Runcong Zhao
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  35. SupportPlay: A Multi-Agent Role-Playing System for Personalized and Sustained Multimodal Emotional Support Conversation
    WWW 2025 ·
    Geng Tu
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  36. Targeted Distillation for Sentiment Analysis
    EMNLP 2025 ·
    Yice Zhang
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  37. Training on the Benchmark Is Not All You Need
    AAAI 2025 ·
    Shiwen Ni
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  38. A Persona-Infused Cross-Task Graph Network for Multimodal Emotion Recognition with Emotion Shift Detection in Conversations
    SIGIR 2024 ·
    Geng Tu
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  39. Adaptive Graph Learning for Multimodal Conversational Emotion Detection
    AAAI 2024 ·
    Geng Tu
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  40. BC-Prover: Backward Chaining Prover for Formal Theorem Proving
    EMNLP 2024 ·
    Yuhang He
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  41. CPPO: Continual Learning for Reinforcement Learning with Human Feedback
    ICLR 2024 ·
    Han Zhang
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  42. Counterfactual-Enhanced Information Bottleneck for Aspect-Based Sentiment Analysis
    AAAI 2024 ·
    Mingshan Chang
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  43. Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning
    ACL 2024 ·
    Yuhang He
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  44. Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining
    ACL 2024 ·
    Yang Sun
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  45. E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models
    ACL 2024 ·
    Jinchang Hou
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  46. Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting
    NAACL 2024 ·
    Rui Wang
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  47. Enhancing Multi-Label Classification via Dynamic Label-Order Learning
    AAAI 2024 ·
    Jiangnan Li
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  48. Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training
    ACL 2024 ·
    Feiteng Fang
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  49. Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models
    ACL 2024 ·
    Shiwen Ni
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  50. II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models
    NeurIPS 2024 ·
    Ziqiang Liu
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  51. Improving In-Context Learning via Sequentially Selection and Preference Alignment for Few-Shot Aspect-Based Sentiment Analysis
    SIGIR 2024 ·
    Qianlong Wang
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  52. Improving In-Context Learning with Prediction Feedback for Sentiment Analysis
    ACL 2024 ·
    Hongling Xu
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  53. Multi-modal Stance Detection: New Datasets and Model
    ACL 2024 ·
    Bin Liang
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  54. Multimodal Emotion Recognition Calibration in Conversations
    ACM MM 2024 ·
    Geng Tu
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  55. Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition
    EMNLP 2024 ·
    Geng Tu
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  56. NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models
    ACL 2024 ·
    Ancheng Xu
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  57. PITA: Prompting Task Interaction for Argumentation Mining
    ACL 2024 ·
    Yang Sun
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  58. Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
    ACL 2024 ·
    Shijue Huang
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  59. Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models
    NAACL 2024 ·
    Rui Wang
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  60. Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction
    ACL 2024 ·
    Yice Zhang
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  61. WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations
    ACL 2024 ·
    Haolin Deng
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