PPaperPicks

Bing Qin

Harbin Institute of Technology, Research Center for Social Computing and Information Retrieval, China

119 papers at tracked venues · 94 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2543-5604 ↗

Venues

ACL ×68EMNLP ×21AAAI ×11NeurIPS ×10ACM MM ×2IJCAI ×2NAACL ×2ICLR ×1SIGIR ×1WWW ×1

Frequent coauthors

Ting Liu
×42
Xiaocheng Feng
×35
Ming Liu
×27
Yanyan Zhao
×25
Xiachong Feng
×17
Xiao Ding
×17
Lei Huang
×17
Weitao Ma
×16
Yuxuan Gu
×14
Weixiang Zhao
×14
Dandan Tu
×13
Yulin Hu
×12

Papers

  1. Adaptive Backtracking for Privacy Protection in Large Language Models
    ACL 2026 ·
    Zhihao Yao
    ,
    Yuxuan Gu
    ,
    Xiachong Feng
    ,
    Weitao Ma
    ,
    Bo Li
    ,
    Xiaocheng Feng
    , Bing Qin
  2. Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations
    WWW 2026 ·
    Zerui Chen
    ,
    Heng Chang
    ,
    Tianying Liu
    ,
    Chuantian Zhou
    ,
    Yi Cao
    ,
    Jiandong Ding
    ,
    Ming Liu
    , Bing Qin
  3. Breaking Language Preference in Multilingual RAG via Language-Controllable Retrieval and Language-Agnostic Reasoning
    ACL 2026 ·
    Wenshuai Huo
    ,
    Xiaocheng Feng
    ,
    Baohang Li
    ,
    Chengpeng Fu
    ,
    Yichong Huang
    ,
    Hui Wang
    , Bing Qin
  4. CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling
    AAAI 2026 ·
    Bichen Wang
    ,
    Yixin Sun
    ,
    Junzhe Wang
    ,
    Hao Yang
    ,
    Xing Fu
    ,
    Yanyan Zhao
    ,
    Si Wei
    ,
    Shijin Wang
    , Bing Qin
  5. Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy
    ACL 2026 ·
    Yi Jiang
    ,
    Sendong Zhao
    ,
    Jianbo Li
    ,
    Haochun Wang
    ,
    Lizhe Zhang
    ,
    Yan Liu
    , Bing Qin
  6. Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration
    ACL 2026 ·
    Yang Zhao
    ,
    Yangou Ouyang
    ,
    Xiao Ding
    ,
    Hepeng Wang
    ,
    Bibo Cai
    ,
    Kai Xiong
    ,
    Jinglong Gao
    ,
    Zhouhao Sun
    ,
    Li Du
    , Bing Qin,
    Ting Liu
  7. Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation
    ACL 2026 ·
    Zekun Yuan
    ,
    Yangfan Ye
    ,
    Xiaocheng Feng
    ,
    Baohang Li
    ,
    Qichen Hong
    ,
    Yunfei Lu
    ,
    Dandan Tu
    , Bing Qin
  8. CultureRL: Internalizing Cultural Principles in Large Language Models via Norm-Driven Reinforcement Learning
    AAAI 2026 ·
    Weixiang Zhao
    ,
    Haozhen Li
    ,
    Yanyan Zhao
    ,
    Haixiao Liu
    ,
    Biye Li
    ,
    Ting Liu
    , Bing Qin
  9. EMTIR-GRPO: Efficient Multi-Tool Augmented Large Language Models via Reinforcement Learning
    ACL 2026 ·
    Shixin Jiang
    ,
    Zhihao Zhu
    ,
    Jiafeng Liang
    ,
    Yang Wu
    ,
    Ming Liu
    , Bing Qin
  10. ENPMR-Bench: Benchmarking Proactive Memory Retrieval for Emotional Support Agents
    ACL 2026 ·
    Xing Fu
    ,
    Yulin Hu
    ,
    Mengtong Ji
    ,
    Haozhen Li
    ,
    Yixin Sun
    ,
    Weixiang Zhao
    ,
    Yanyan Zhao
    , Bing Qin
  11. Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management
    ACL 2026 ·
    Weitao Ma
    ,
    Xiaocheng Feng
    ,
    Lei Huang
    ,
    Xiachong Feng
    ,
    Zhanyu Ma
    ,
    Jun Xu
    ,
    Jiuchong Gao
    ,
    Jinghua Hao
    ,
    Renqing He
    , Bing Qin
  12. From Implicit Graph Encoding to Explicit Evidence: A Training-Free LLM Framework for Temporal Knowledge Graph Reasoning
    ACL 2026 ·
    Guo Tang
    ,
    Ke Cheng
    ,
    Huiming Fan
    ,
    Heng Chang
    ,
    Wenxiang Zheng
    ,
    Xianhao Ou
    ,
    Junjia Xiang
    ,
    Ming Liu
    ,
    Yujun Zhou
    ,
    Li Lanyu
    , Bing Qin
  13. Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
    ACL 2026 ·
    Runxuan Liu
    ,
    Xianhao Ou
    ,
    Xinyan Ma
    ,
    Jiyuan Wang
    ,
    Jiafeng Liang
    ,
    Jiaqi Li
    ,
    Tao He
    ,
    Zheng Chu
    ,
    Rongchuan Mu
    ,
    Zekun Wang
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Ming Liu
    ,
    Shijin Wang
    ,
    Guoping Hu
    , Bing Qin
  14. LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning
    AAAI 2026 ·
    Yangfan Ye
    ,
    Xiaocheng Feng
    ,
    Xiachong Feng
    ,
    Lei Huang
    ,
    Weitao Ma
    ,
    Qichen Hong
    ,
    Yunfei Lu
    ,
    Duyu Tang
    ,
    Dandan Tu
    , Bing Qin
  15. Large Language Models Are Still Misled by Simple Bias Ensembles
    ACL 2026 ·
    Zhouhao Sun
    ,
    Zhiyuan Kan
    ,
    Xiao Ding
    ,
    Li Du
    ,
    Bibo Cai
    ,
    Yang Zhao
    , Bing Qin,
    Ting Liu
  16. MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization
    ACL 2026 ·
    Yang Zhao
    ,
    Hepeng Wang
    ,
    Xiao Ding
    ,
    Yangou Ouyang
    ,
    Bibo Cai
    ,
    Kai Xiong
    ,
    Jinglong Gao
    ,
    Zhouhao Sun
    ,
    Li Du
    , Bing Qin,
    Ting Liu
  17. MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus
    ACL 2026 ·
    Yexing Du
    ,
    Kaiyuan Liu
    ,
    Bihe Zhang
    ,
    Youcheng Pan
    ,
    Bo Yang
    ,
    Liangyu Huo
    ,
    Xiyuan Zhang
    ,
    Jian Xie
    ,
    Daojing He
    ,
    Yang Xiang
    ,
    Ming Liu
    , Bing Qin
  18. MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models
    ACL 2026 ·
    Peng Wang
    ,
    Yuxiong Yan
    ,
    Xiao Ding
    ,
    Kai Xiong
    ,
    Bibo Cai
    ,
    Chao Peng
    ,
    Yutai Hou
    ,
    Dandan Tu
    , Bing Qin,
    Ting Liu
  19. MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents
    ACL 2026 ·
    Ruihan Chen
    ,
    Qiming Li
    ,
    Xiaocheng Feng
    ,
    Weihong Zhong
    ,
    Xiaoliang Yang
    ,
    Yuxuan Gu
    ,
    Zekun Zhou
    ,
    Yunfei Lu
    ,
    Haoyu Ren
    ,
    Kun Chen
    ,
    Dandan Tu
    , Bing Qin
  20. On Safety Risks in Experience-Driven Self-Evolving Agents
    ACL 2026 ·
    Weixiang Zhao
    ,
    Yichen Zhang
    ,
    Yingshuo Wang
    ,
    Yang Deng
    ,
    Yanyan Zhao
    ,
    Xuda Zhi
    ,
    Yongbo Huang
    ,
    Hao He
    ,
    Wanxiang Che
    , Bing Qin,
    Ting Liu
  21. PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning
    ACL 2026 ·
    Rongchuan Mu
    ,
    Zexin Wang
    ,
    Qianyu Wang
    ,
    Minghua Ma
    ,
    Zekun Wang
    ,
    Ming Liu
    , Bing Qin
  22. Psychological Counseling Cannot Be Achieved Overnight: Automated Psychological Counseling Through Multi-Session Conversations
    ACL 2026 ·
    Bichen Wang
    ,
    Junzhe Wang
    ,
    Yixin Sun
    ,
    Xing Fu
    ,
    Yanyan Zhao
    , Bing Qin
  23. Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression
    ACL 2026 ·
    Liang Zhao
    ,
    Xiaocheng Feng
    ,
    Weihong Zhong
    ,
    Lei Huang
    ,
    Kun Zhu
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Guoping Hu
    ,
    Ting Liu
    , Bing Qin
  24. SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution
    ACL 2026 ·
    Xiachong Feng
    ,
    Yi Jiang
    ,
    Xiaocheng Feng
    ,
    Deyi Yin
    ,
    Libo Qin
    ,
    Yangfan Ye
    ,
    Lei Huang
    ,
    Weitao Ma
    ,
    Yuxuan Gu
    ,
    Chonghan Qin
    , Bing Qin,
    Lingpeng Kong
  25. Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
    ACL 2026 ·
    Xiachong Feng
    ,
    Deyi Yin
    ,
    Xiaocheng Feng
    ,
    Yi Jiang
    ,
    Libo Qin
    ,
    Yangfan Ye
    ,
    Lei Huang
    ,
    Weitao Ma
    ,
    Qiming Li
    ,
    Yuxuan Gu
    , Bing Qin,
    Lingpeng Kong
  26. TEA-Bench: A Systematic Benchmarking of Tool-enhanced Emotional Support Dialogue Agent
    ACL 2026 ·
    Xingyu Sui
    ,
    Yanyan Zhao
    ,
    Yulin Hu
    ,
    Jiahe Guo
    ,
    Weixiang Zhao
    , Bing Qin
  27. Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning
    ACL 2026 ·
    Yanrui Du
    ,
    Fenglei Fan
    ,
    Sendong Zhao
    ,
    Jiawei Cao
    ,
    Ming Ma
    ,
    Danyang Zhao
    ,
    Shuren Qi
    ,
    Ting Liu
    , Bing Qin
  28. Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities
    AAAI 2026 ·
    Weixiang Zhao
    ,
    Xingyu Sui
    ,
    Jiahe Guo
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    Yanyan Zhao
    ,
    Xuda Zhi
    ,
    Yongbo Huang
    ,
    Hao He
    ,
    Wanxiang Che
    ,
    Ting Liu
    , Bing Qin
  29. Two-Stage Parameter Alignment for Multi-LoRA Merging in Large Language Models
    ACL 2026 ·
    Zijian Li
    ,
    Xiachong Feng
    ,
    Weitao Ma
    ,
    Yichong Huang
    ,
    Xiaocheng Feng
    , Bing Qin
  30. Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering
    ACL 2026 ·
    Qiming Li
    ,
    Xiaocheng Feng
    ,
    Yixuan Ma
    ,
    Ruihan Chen
    ,
    Zihe Tong
    ,
    Zekai Ye
    ,
    Xiachong Feng
    ,
    Libo Qin
    ,
    Haoyu Ren
    ,
    Kun Chen
    ,
    Yunfei Lu
    ,
    Dandan Tu
    , Bing Qin
  31. WebAnchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning
    ACL 2026 ·
    Xinmiao Yu
    ,
    Liwen Zhang
    ,
    Xiaocheng Feng
    ,
    Pengjun Xie
    ,
    Jingren Zhou
    , Bing Qin,
    Yong Jiang
  32. When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure
    ACL 2026 ·
    Boyu Xiao
    ,
    Xiuqi Tian
    ,
    Xuwen Song
    ,
    Haochun Wang
    ,
    Guanchun Song
    ,
    Sendong Zhao
    , Bing Qin
  33. When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents
    ACL 2026 ·
    Jiahe Guo
    ,
    Xiangran Guo
    ,
    Yulin Hu
    ,
    Zimo Long
    ,
    Xingyu Sui
    ,
    Xuda Zhi
    ,
    Yongbo Huang
    ,
    Hao He
    ,
    Weixiang Zhao
    ,
    Yanyan Zhao
    , Bing Qin
  34. x1: Learning to Think Adaptively Across Languages and Cultures
    ACL 2026 ·
    Yangfan Ye
    ,
    Xiaocheng Feng
    ,
    Xiachong Feng
    ,
    Yichong Huang
    ,
    Zekun Yuan
    ,
    Lei Huang
    ,
    Weitao Ma
    ,
    Qichen Hong
    ,
    Yunfei Lu
    ,
    Dandan Tu
    , Bing Qin
  35. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender
    EMNLP 2025 ·
    Weixiang Zhao
    ,
    Jiahe Guo
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    An Zhang
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    Yanyan Zhao
    , Bing Qin,
    Tat-Seng Chua
    ,
    Ting Liu
  36. Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
    ACL 2025 ·
    Lei Huang
    ,
    Xiaocheng Feng
    ,
    Weitao Ma
    ,
    Yuchun Fan
    ,
    Xiachong Feng
    ,
    Yuxuan Gu
    ,
    Yangfan Ye
    ,
    Liang Zhao
    ,
    Weihong Zhong
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Guoping Hu
    ,
    Lingpeng Kong
    ,
    Tong Xiao
    ,
    Ting Liu
    , Bing Qin
  37. AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting
    ACL 2025 ·
    Guo Tang
    ,
    Zheng Chu
    ,
    Wenxiang Zheng
    ,
    Junjia Xiang
    ,
    Yizhuo Li
    ,
    Weihao Zhang
    ,
    Ming Liu
    , Bing Qin
  38. Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns
    ACL 2025 ·
    Yang Zhao
    ,
    Li Du
    ,
    Xiao Ding
    ,
    Kai Xiong
    ,
    Ting Liu
    , Bing Qin
  39. Balancing Forget Quality and Model Utility: A Reverse KL-Divergence Knowledge Distillation Approach for Better Unlearning in LLMs
    NAACL 2025 ·
    Bichen Wang
    ,
    Yuzhe Zi
    ,
    Yixin Sun
    ,
    Yanyan Zhao
    , Bing Qin
  40. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
    ACL 2025 ·
    Weixiang Zhao
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    Jiahe Guo
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    An Zhang
    ,
    Yanyan Zhao
    , Bing Qin,
    Tat-Seng Chua
    ,
    Ting Liu
  41. Beyond Fixed Length: Bucket Pre-training is All You Need
    IJCAI 2025 ·
    Qing Yang
    ,
    Qiyao Peng
    ,
    Hongtao Liu
    ,
    Kai Liu
    , Bing Qin,
    Ting Liu
  42. Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems
    ACL 2025 ·
    Haochun Wang
    ,
    Sendong Zhao
    ,
    Jingbo Wang
    ,
    Zewen Qiang
    , Bing Qin,
    Ting Liu
  43. Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
    ACL 2025 ·
    Yang Zhao
    ,
    Li Du
    ,
    Xiao Ding
    ,
    Yangou Ouyang
    ,
    Hepeng Wang
    ,
    Kai Xiong
    ,
    Jinglong Gao
    ,
    Zhouhao Sun
    ,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Dongchen Li
    , Bing Qin,
    Ting Liu
  44. Beyond Snapshots: A Multimodal User-Level Dataset for Depression Detection in Dynamic Social Media Streams
    ACM MM 2025 ·
    Bichen Wang
    ,
    Yixin Sun
    ,
    Yanyan Zhao
    , Bing Qin
  45. Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
    ACL 2025 ·
    Tao He
    ,
    Hao Li
    ,
    Jingchang Chen
    ,
    Runxuan Liu
    ,
    Yixin Cao
    ,
    Lizi Liao
    ,
    Zihao Zheng
    ,
    Zheng Chu
    ,
    Jiafeng Liang
    ,
    Ming Liu
    , Bing Qin
  46. CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
    ACL 2025 ·
    Yangfan Ye
    ,
    Xiaocheng Feng
    ,
    Zekun Yuan
    ,
    Xiachong Feng
    ,
    Libo Qin
    ,
    Lei Huang
    ,
    Weitao Ma
    ,
    Yichong Huang
    ,
    Zhirui Zhang
    ,
    Yunfei Lu
    ,
    Xiaohui Yan
    ,
    Duyu Tang
    ,
    Dandan Tu
    , Bing Qin
  47. CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
    ACL 2025 ·
    Zekai Ye
    ,
    Qiming Li
    ,
    Xiaocheng Feng
    ,
    Libo Qin
    ,
    Yichong Huang
    ,
    Baohang Li
    ,
    Kui Jiang
    ,
    Yang Xiang
    ,
    Zhirui Zhang
    ,
    Yunfei Lu
    ,
    Duyu Tang
    ,
    Dandan Tu
    , Bing Qin
  48. Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
    EMNLP 2025 ·
    Weixiang Zhao
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    Yang Deng
    ,
    Yulin Hu
    ,
    Jiahe Guo
    ,
    Libo Qin
    ,
    Qianyun Du
    ,
    Shijin Wang
    ,
    Yanyan Zhao
    , Bing Qin,
    Ting Liu
  49. Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models
    ACL 2025 ·
    Kai Xiong
    ,
    Xiao Ding
    ,
    Yixin Cao
    ,
    Yuxiong Yan
    ,
    Li Du
    ,
    Yufei Zhang
    ,
    Jinglong Gao
    ,
    Jiaqian Liu
    , Bing Qin,
    Ting Liu
  50. Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering
    EMNLP 2025 ·
    Kun Zhu
    ,
    Lizi Liao
    ,
    Yuxuan Gu
    ,
    Lei Huang
    ,
    Xiaocheng Feng
    , Bing Qin
  51. Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective
    AAAI 2025 ·
    Xinmiao Yu
    ,
    Xiaocheng Feng
    ,
    Yun Li
    ,
    Minghui Liao
    ,
    Ya-Qi Yu
    ,
    Xiachong Feng
    ,
    Weihong Zhong
    ,
    Ruihan Chen
    ,
    Mengkang Hu
    ,
    Jihao Wu
    ,
    Duyu Tang
    ,
    Dandan Tu
    , Bing Qin
  52. EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models
    ACL 2025 ·
    Zekun Wang
    ,
    Minghua Ma
    ,
    Zexin Wang
    ,
    Rongchuan Mu
    ,
    Liping Shan
    ,
    Ming Liu
    , Bing Qin
  53. End-to-End Learnable Psychiatric Scale Guided Risky Post Screening for Depression Detection on Social Media
    EMNLP 2025 ·
    Bichen Wang
    ,
    Yuzhe Zi
    ,
    Yixin Sun
    ,
    Hao Yang
    ,
    Yanyan Zhao
    , Bing Qin
  54. Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning
    AAAI 2025 ·
    Wenshuai Huo
    ,
    Xiaocheng Feng
    ,
    Yichong Huang
    ,
    Chengpeng Fu
    ,
    Baohang Li
    ,
    Yangfan Ye
    ,
    Zhirui Zhang
    ,
    Dandan Tu
    ,
    Duyu Tang
    ,
    Yunfei Lu
    ,
    Hui Wang
    , Bing Qin
  55. Ensuring Responses Contain Appropriate Images: Timing Judgment for Multimodal Responses
    ACM MM 2025 ·
    Hao Yang
    ,
    Tian Zheng
    ,
    Yanyan Zhao
    , Bing Qin
  56. ExpeTrans: LLMs Are Experiential Transfer Learners
    ACL 2025 ·
    Jinglong Gao
    ,
    Xiao Ding
    ,
    Lingxiao Zou
    ,
    Bibo Cai
    , Bing Qin,
    Ting Liu
  57. Exploring Large Language Models for Effective Rumor Detection on Social Media
    NAACL 2025 ·
    Yirong Zeng
    ,
    Xiao Ding
    ,
    Bibo Cai
    ,
    Ting Liu
    , Bing Qin
  58. FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
    EMNLP 2025 ·
    Zijian Li
    ,
    Xiaocheng Feng
    ,
    Huixin Liu
    ,
    Yichong Huang
    ,
    Ting Liu
    , Bing Qin
  59. From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
    EMNLP 2025 ·
    Zekun Zhou
    ,
    Xiaocheng Feng
    ,
    Lei Huang
    ,
    Xiachong Feng
    ,
    Ziyun Song
    ,
    Ruihan Chen
    ,
    Liang Zhao
    ,
    Weitao Ma
    ,
    Yuxuan Gu
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Guoping Hu
    ,
    Ting Liu
    , Bing Qin
  60. From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities
    ACL 2025 ·
    Shixin Jiang
    ,
    Jiafeng Liang
    ,
    Jiyuan Wang
    ,
    Xuan Dong
    ,
    Heng Chang
    ,
    Weijiang Yu
    ,
    Jinhua Du
    ,
    Ming Liu
    , Bing Qin
  61. GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis
    ACL 2025 ·
    Yi Jiang
    ,
    Sendong Zhao
    ,
    Jianbo Li
    ,
    Haochun Wang
    , Bing Qin
  62. How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation
    NeurIPS 2025 ·
    Xin Lu
    ,
    Yanyan Zhao
    ,
    Si Wei
    ,
    Shijin Wang
    , Bing Qin,
    Ting Liu
  63. How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future
    EMNLP 2025 ·
    Zerui Chen
    ,
    Huiming Fan
    ,
    Qianyu Wang
    ,
    Tao He
    ,
    Ming Liu
    ,
    Heng Chang
    ,
    Weijiang Yu
    ,
    Ze Li
    , Bing Qin
  64. Improved Diffusion-based Generative Model with Better Adversarial Robustness
    ICLR 2025 ·
    Zekun Wang
    ,
    Mingyang Yi
    ,
    Shuchen Xue
    ,
    Zhenguo Li
    ,
    Ming Liu
    , Bing Qin,
    Zhiming Ma
  65. Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
    ACL 2025 ·
    Lei Huang
    ,
    Xiaocheng Feng
    ,
    Weitao Ma
    ,
    Yuchun Fan
    ,
    Xiachong Feng
    ,
    Yangfan Ye
    ,
    Weihong Zhong
    ,
    Yuxuan Gu
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Guoping Hu
    , Bing Qin
  66. Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency
    ACL 2025 ·
    Jiafeng Liang
    ,
    Shixin Jiang
    ,
    Xuan Dong
    ,
    Ning Wang
    ,
    Zheng Chu
    ,
    Hui Su
    ,
    Jinlan Fu
    ,
    Ming Liu
    ,
    See-Kiong Ng
    , Bing Qin
  67. Investigating the Security Threat Arising from "Yes-No" Implicit Bias in Large Language Models
    AAAI 2025 ·
    Yanrui Du
    ,
    Sendong Zhao
    ,
    Ming Ma
    ,
    Yuhan Chen
    , Bing Qin
  68. Length Controlled Generation for Black-box LLMs
    ACL 2025 ·
    Yuxuan Gu
    ,
    Wenjie Wang
    ,
    Xiaocheng Feng
    ,
    Weihong Zhong
    ,
    Kun Zhu
    ,
    Lei Huang
    ,
    Ting Liu
    , Bing Qin,
    Tat-Seng Chua
  69. Look Beyond Feeling: Unveiling Latent Needs from Implicit Expressions for Proactive Emotional Support
    EMNLP 2025 ·
    Xing Fu
    ,
    Haozhen Li
    ,
    Bichen Wang
    ,
    Hao Yang
    ,
    Yanyan Zhao
    , Bing Qin
  70. MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications
    EMNLP 2025 ·
    Zike Yuan
    ,
    Ming Liu
    ,
    Hui Wang
    , Bing Qin
  71. MPO: Multilingual Safety Alignment via Reward Gap Optimization
    ACL 2025 ·
    Weixiang Zhao
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    Tongtong Wu
    ,
    Wenxuan Zhang
    ,
    Jiahe Guo
    ,
    An Zhang
    ,
    Yanyan Zhao
    , Bing Qin,
    Tat-Seng Chua
    ,
    Ting Liu
  72. Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning
    ACL 2025 ·
    Yexing Du
    ,
    Youcheng Pan
    ,
    Ziyang Ma
    ,
    Bo Yang
    ,
    Yifan Yang
    ,
    Keqi Deng
    ,
    Xie Chen
    ,
    Yang Xiang
    ,
    Ming Liu
    , Bing Qin
  73. Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation
    ACL 2025 ·
    Jihao Shi
    ,
    Xiao Ding
    ,
    Kai Xiong
    ,
    Hengwei Zhao
    , Bing Qin,
    Ting Liu
  74. One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit
    ACL 2025 ·
    Weitao Ma
    ,
    Xiyuan Du
    ,
    Xiaocheng Feng
    ,
    Lei Huang
    ,
    Yichong Huang
    ,
    Huiyi Zhang
    ,
    Xiaoliang Yang
    ,
    Baohang Li
    ,
    Xiachong Feng
    ,
    Ting Liu
    , Bing Qin
  75. Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering
    ACL 2025 ·
    Runxuan Liu
    ,
    Luobei Luobei
    ,
    Jiaqi Li
    ,
    Baoxin Wang
    ,
    Ming Liu
    ,
    Dayong Wu
    ,
    Shijin Wang
    , Bing Qin
  76. Probing and Boosting Large Language Models Capabilities via Attention Heads
    EMNLP 2025 ·
    Dezhi Zhao
    ,
    Xin Liu
    ,
    Xiaocheng Feng
    ,
    Hui Wang
    , Bing Qin
  77. Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
    ACL 2025 ·
    Zheng Chu
    ,
    Huiming Fan
    ,
    Jingchang Chen
    ,
    Qianyu Wang
    ,
    Mingda Yang
    ,
    Jiafeng Liang
    ,
    Zhongjie Wang
    ,
    Hao Li
    ,
    Guo Tang
    ,
    Ming Liu
    , Bing Qin
  78. Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models
    ACL 2025 ·
    Di Wu
    ,
    Xin Lu
    ,
    Yanyan Zhao
    , Bing Qin
  79. Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning
    SIGIR 2025 ·
    Tao He
    ,
    Lizi Liao
    ,
    Ming Liu
    , Bing Qin
  80. Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues
    AAAI 2025 ·
    Tao He
    ,
    Lizi Liao
    ,
    Yixin Cao
    ,
    Yuanxing Liu
    ,
    Yiheng Sun
    ,
    Zerui Chen
    ,
    Ming Liu
    , Bing Qin
  81. Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment
    NeurIPS 2025 ·
    Weixiang Zhao
    ,
    Xingyu Sui
    ,
    Yulin Hu
    ,
    Jiahe Guo
    ,
    Haixiao Liu
    ,
    Biye Li
    ,
    Yanyan Zhao
    , Bing Qin,
    Ting Liu
  82. Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
    EMNLP 2025 ·
    Yirong Zeng
    ,
    Xiao Ding
    ,
    Yutai Hou
    ,
    Yuxian Wang
    ,
    Li Du
    ,
    Juyi Dai
    ,
    Qiuyang Ding
    ,
    Duyu Tang
    ,
    Dandan Tu
    ,
    Weiwen Liu
    , Bing Qin,
    Ting Liu
  83. UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection
    NeurIPS 2025 ·
    Yang Zhao
    ,
    Kai Xiong
    ,
    Xiao Ding
    ,
    Li Du
    ,
    Yangou Ouyang
    ,
    Zhouhao Sun
    ,
    Jiannan Guan
    ,
    Wenbin Zhang
    ,
    Bin Liu
    ,
    Dong Hu
    , Bing Qin,
    Ting Liu
  84. When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
    NeurIPS 2025 ·
    Weixiang Zhao
    ,
    Jiahe Guo
    ,
    Yang Deng
    ,
    Tongtong Wu
    ,
    Wenxuan Zhang
    ,
    Yulin Hu
    ,
    Xingyu Sui
    ,
    Yanyan Zhao
    ,
    Wanxiang Che
    , Bing Qin,
    Tat-Seng Chua
    ,
    Ting Liu
  85. iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
    EMNLP 2025 ·
    Yirong Zeng
    ,
    Xiao Ding
    ,
    Yuxian Wang
    ,
    Weiwen Liu
    ,
    Yutai Hou
    ,
    Wu Ning
    ,
    Xu Huang
    ,
    Duyu Tang
    ,
    Dandan Tu
    , Bing Qin,
    Ting Liu
  86. AS-ES Learning: Towards efficient CoT learning in small models
    ACL 2024 ·
    Nuwa Xi
    ,
    Yuhan Chen
    ,
    Sendong Zhao
    ,
    Haochun Wang
    ,
    GongZhang GongZhang
    , Bing Qin,
    Ting Liu
  87. Advancing Large Language Model Attribution through Self-Improving
    EMNLP 2024 ·
    Lei Huang
    ,
    Xiaocheng Feng
    ,
    Weitao Ma
    ,
    Liang Zhao
    ,
    Yuchun Fan
    ,
    Weihong Zhong
    ,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Hongtao Liu
    , Bing Qin
  88. Aligning Translation-Specific Understanding to General Understanding in Large Language Models
    EMNLP 2024 ·
    Yichong Huang
    ,
    Baohang Li
    ,
    Xiaocheng Feng
    ,
    Wenshuai Huo
    ,
    Chengpeng Fu
    ,
    Ting Liu
    , Bing Qin
  89. An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation
    ACL 2024 ·
    Kun Zhu
    ,
    Xiaocheng Feng
    ,
    Xiyuan Du
    ,
    Yuxuan Gu
    ,
    Weijiang Yu
    ,
    Haotian Wang
    ,
    Qianglong Chen
    ,
    Zheng Chu
    ,
    Jingchang Chen
    , Bing Qin
  90. 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
  91. BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
    ACL 2024 ·
    Zheng Chu
    ,
    Jingchang Chen
    ,
    Qianglong Chen
    ,
    Haotian Wang
    ,
    Kun Zhu
    ,
    Xiyuan Du
    ,
    Weijiang Yu
    ,
    Ming Liu
    , Bing Qin
  92. Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence
    ACL 2024 ·
    Weixiang Zhao
    ,
    Zhuojun Li
    ,
    Shilong Wang
    ,
    Yang Wang
    ,
    Yulin Hu
    ,
    Yanyan Zhao
    ,
    Chen Wei
    , Bing Qin
  93. Causal-Guided Active Learning for Debiasing Large Language Models
    ACL 2024 ·
    Zhouhao Sun
    ,
    Li Du
    ,
    Xiao Ding
    ,
    Yixuan Ma
    ,
    Yang Zhao
    ,
    Kaitao Qiu
    ,
    Ting Liu
    , Bing Qin
  94. CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models
    EMNLP 2024 ·
    Yaojia Lv
    ,
    Haojie Pan
    ,
    Zekun Wang
    ,
    Jiafeng Liang
    ,
    Yuanxing Liu
    ,
    Ruiji Fu
    ,
    Ming Liu
    ,
    Zhongyuan Wang
    , Bing Qin
  95. Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning
    ACL 2024 ·
    Yang Zhao
    ,
    Li Du
    ,
    Xiao Ding
    ,
    Kai Xiong
    ,
    Zhouhao Sun
    ,
    Shi Jun
    ,
    Ting Liu
    , Bing Qin
  96. 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
  97. Discrete Modeling via Boundary Conditional Diffusion Processes
    NeurIPS 2024 ·
    Yuxuan Gu
    ,
    Xiaocheng Feng
    ,
    Lei Huang
    ,
    Yingsheng Wu
    ,
    Zekun Zhou
    ,
    Weihong Zhong
    ,
    Kun Zhu
    , Bing Qin
  98. Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
    NeurIPS 2024 ·
    Jingchang Chen
    ,
    Hongxuan Tang
    ,
    Zheng Chu
    ,
    Qianglong Chen
    ,
    Zekun Wang
    ,
    Ming Liu
    , Bing Qin
  99. Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
    NeurIPS 2024 ·
    Yichong Huang
    ,
    Xiaocheng Feng
    ,
    Baohang Li
    ,
    Yang Xiang
    ,
    Hui Wang
    ,
    Ting Liu
    , Bing Qin
  100. Extending Context Window of Large Language Models from a Distributional Perspective
    EMNLP 2024 ·
    Yingsheng Wu
    ,
    Yuxuan Gu
    ,
    Xiaocheng Feng
    ,
    Weihong Zhong
    ,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Hongtao Liu
    , Bing Qin
  101. From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery
    AAAI 2024 ·
    Yuhan Chen
    ,
    Nuwa Xi
    ,
    Yanrui Du
    ,
    Haochun Wang
    ,
    Jianyu Chen
    ,
    Sendong Zhao
    , Bing Qin
  102. GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension
    IJCAI 2024 ·
    Jiafeng Liang
    ,
    Shixin Jiang
    ,
    Zekun Wang
    ,
    Haojie Pan
    ,
    Zerui Chen
    ,
    Zheng Chu
    ,
    Ming Liu
    ,
    Ruiji Fu
    ,
    Zhongyuan Wang
    , Bing Qin
  103. GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
    EMNLP 2024 ·
    Yangfan Ye
    ,
    Xiachong Feng
    ,
    Xiaocheng Feng
    ,
    Weitao Ma
    ,
    Libo Qin
    ,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Hongtao Liu
    , Bing Qin
  104. How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers
    NeurIPS 2024 ·
    Xin Lu
    ,
    Yanyan Zhao
    , Bing Qin,
    Liangyu Huo
    ,
    Qing Yang
    ,
    Dongliang Xu
  105. 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
  106. Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models
    EMNLP 2024 ·
    Shixin Jiang
    ,
    Zerui Chen
    ,
    Jiafeng Liang
    ,
    Yanyan Zhao
    ,
    Ming Liu
    , Bing Qin
  107. Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models
    ACL 2024 ·
    Weihong Zhong
    ,
    Xiaocheng Feng
    ,
    Liang Zhao
    ,
    Qiming Li
    ,
    Lei Huang
    ,
    Yuxuan Gu
    ,
    Weitao Ma
    ,
    Yuan Xu
    , Bing Qin
  108. Learning Fine-Grained Grounded Citations for Attributed Large Language Models
    ACL 2024 ·
    Lei Huang
    ,
    Xiaocheng Feng
    ,
    Weitao Ma
    ,
    Yuxuan Gu
    ,
    Weihong Zhong
    ,
    Xiachong Feng
    ,
    Weijiang Yu
    ,
    Weihua Peng
    ,
    Duyu Tang
    ,
    Dandan Tu
    , Bing Qin
  109. Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
    EMNLP 2024 ·
    Liang Zhao
    ,
    Xiachong Feng
    ,
    Xiaocheng Feng
    ,
    Weihong Zhong
    ,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Hongtao Liu
    , Bing Qin,
    Ting Liu
  110. Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification
    AAAI 2024 ·
    Haochun Wang
    ,
    Sendong Zhao
    ,
    Chi Liu
    ,
    Nuwa Xi
    ,
    Muzhen Cai
    , Bing Qin,
    Ting Liu
  111. Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
    NeurIPS 2024 ·
    Kai Xiong
    ,
    Xiao Ding
    ,
    Ting Liu
    , Bing Qin,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Hongtao Liu
    ,
    Yixin Cao
  112. MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
    NeurIPS 2024 ·
    Yanrui Du
    ,
    Sendong Zhao
    ,
    Danyang Zhao
    ,
    Ming Ma
    ,
    Yuhan Chen
    ,
    Liangyu Huo
    ,
    Qing Yang
    ,
    Dongliang Xu
    , Bing Qin
  113. MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts
    AAAI 2024 ·
    Haoqiang Guo
    ,
    Sendong Zhao
    ,
    Haochun Wang
    ,
    Yanrui Du
    , Bing Qin
  114. Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
    ACL 2024 ·
    Zheng Chu
    ,
    Jingchang Chen
    ,
    Qianglong Chen
    ,
    Weijiang Yu
    ,
    Tao He
    ,
    Haotian Wang
    ,
    Weihua Peng
    ,
    Ming Liu
    , Bing Qin,
    Ting Liu
  115. Planning Like Human: A Dual-process Framework for Dialogue Planning
    ACL 2024 ·
    Tao He
    ,
    Lizi Liao
    ,
    Yixin Cao
    ,
    Yuanxing Liu
    ,
    Ming Liu
    ,
    Zerui Chen
    , Bing Qin
  116. SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models
    ACL 2024 ·
    Weixiang Zhao
    ,
    Shilong Wang
    ,
    Yulin Hu
    ,
    Yanyan Zhao
    , Bing Qin,
    Xuanyu Zhang
    ,
    Qing Yang
    ,
    Dongliang Xu
    ,
    Wanxiang Che
  117. Self-Evolving GPT: A Lifelong Autonomous Experiential Learner
    ACL 2024 ·
    Jinglong Gao
    ,
    Xiao Ding
    ,
    Yiming Cui
    ,
    Jianbai Zhao
    ,
    Hepeng Wang
    ,
    Ting Liu
    , Bing Qin
  118. TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models
    ACL 2024 ·
    Zheng Chu
    ,
    Jingchang Chen
    ,
    Qianglong Chen
    ,
    Weijiang Yu
    ,
    Haotian Wang
    ,
    Ming Liu
    , Bing Qin
  119. Towards Benchmarking Situational Awareness of Large Language Models: Comprehensive Benchmark, Evaluation and Analysis
    EMNLP 2024 ·
    Guo Tang
    ,
    Zheng Chu
    ,
    Wenxiang Zheng
    ,
    Ming Liu
    , Bing Qin