PPaperPicks

Min Zhang

Harbin Institute of Technology, School of Computer Science and Technology, Institute of Computing and Intelligence, Shenzhen, China

200 papers at tracked venues · 161 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3895-5510 ↗Google Scholar ↗

Venues

ACL ×112EMNLP ×31NeurIPS ×18AAAI ×8ACM MM ×7ICML ×6ICLR ×4NAACL ×3SIGIR ×3CVPR ×1ECAI ×1ECCV ×1ICCV ×1ICDE ×1IJCAI ×1InterSpeech ×1WSDM ×1

Frequent coauthors

Juntao Li
×41
Kehai Chen
×34
Baotian Hu
×31
Meishan Zhang
×29
Xuebo Liu
×26
Xuefeng Bai
×15
Jun Yu
×14
Jing Li
×14
Dongfang Li
×14
Zecheng Tang
×10
Hao Fei
×10
Yang Xiang
×10

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. BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs
    ACL 2026 ·
    Yue Wang
    ,
    Ruotian Ma
    ,
    Xingyu Chen
    ,
    Zhengliang Shi
    ,
    Morunliu Yang
    ,
    Wanshun Chen
    ,
    Huang Liu
    ,
    Jiadi Yao
    ,
    Xin He
    ,
    Qu Yang
    ,
    Qingxuan Jiang
    ,
    Fanghua Ye
    ,
    Juntao Li
    ,
    Zhaopeng Tu
    ,
    Xiaolong Li
    ,
    Liefeng Bo
    , Min Zhang
  3. Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
    ACL 2026 ·
    Huiyao Chen
    ,
    Yi Yang
    ,
    Yinghui Li
    ,
    Meishan Zhang
    ,
    Baotian Hu
    , Min Zhang
  4. Beyond Unimodal Shortcuts: MLLMs as Cross-Modal Reasoners for Grounded Named Entity Recognition
    ACL 2026 ·
    Jinlong Ma
    ,
    Yu Zhang
    ,
    Xuefeng Bai
    ,
    Kehai Chen
    ,
    Yuwei Wang
    ,
    Zeming Liu
    ,
    Jun Yu
    , Min Zhang
  5. ComfyFlow: Benchmarking LLMs for AIGC Workflow Generation
    ACL 2026 ·
    Zhenran Xu
    ,
    Yiyu Wang
    ,
    Yunxin Li
    ,
    Muyang Ye
    ,
    Xue Yang
    ,
    Kai Chen
    ,
    Longyue Wang
    ,
    Weihua Luo
    ,
    Baotian Hu
    , Min Zhang
  6. ComfyUI-R1: Exploring Reasoning Models for Workflow Generation
    ACL 2026 ·
    Zhenran Xu
    ,
    Yiyu Wang
    ,
    Xue Yang
    ,
    Longyue Wang
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    ,
    Baotian Hu
    , Min Zhang
  7. Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains
    ACL 2026 ·
    Yi Su
    ,
    Dian Yu
    ,
    Linfeng Song
    ,
    Juntao Li
    ,
    Haitao Mi
    ,
    Zhaopeng Tu
    , Min Zhang,
    Dong Yu
  8. D-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation
    ACL 2026 ·
    Junlin Li
    ,
    Shuangyong Song
    ,
    Guodong Du
    ,
    Ngai Wong
    ,
    Xuebo Liu
    ,
    Yongxiang Li
    , Min Zhang,
    Jing Li
    ,
    Xuelong Li
  9. DUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward
    ACL 2026 ·
    Xiaobo Liang
    ,
    Wanfu Wang
    ,
    Qipeng Huang
    ,
    Yuyang Ding
    ,
    Zecheng Tang
    ,
    Yixin Ji
    ,
    Qianben Chen
    ,
    Zhe Zhao
    ,
    Kehai Chen
    ,
    Juntao Li
    , Min Zhang
  10. DeReA: Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning
    ACL 2026 ·
    Rongqing Jiang
    ,
    Xuebo Liu
    ,
    Shengxin Liu
    ,
    Yutong Wang
    , Min Zhang,
    Shimin Tao
    ,
    Daimeng Wei
  11. Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA
    ACL 2026 ·
    Gewen Liang
    ,
    Mufan Xu
    ,
    Kehai Chen
    ,
    Wei Wang
    ,
    Yuwei Wang
    ,
    Muyun Yang
    ,
    Tiejun Zhao
    , Min Zhang
  12. Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning
    ACL 2026 ·
    Zhuoen Chen
    ,
    Dongfang Li
    ,
    Meishan Zhang
    ,
    Baotian Hu
    , Min Zhang
  13. Dynamic Sampling that Adapts: Self-Aware Iterative Data Persistent Optimization for Mathematical Reasoning
    ACL 2026 ·
    Jun Rao
    ,
    Xuebo Liu
    ,
    Hexuan Deng
    ,
    Zepeng Lin
    ,
    Zixiong Yu
    ,
    Jiansheng Wei
    ,
    Xiaojun Meng
    , Min Zhang
  14. Efficient Reasoning for LLMs through Speculative Chain-of-Thought
    ACL 2026 ·
    Jikai Wang
    ,
    Juntao Li
    ,
    Jianye Hou
    ,
    Yan Bowen
    ,
    Lijun Wu
    , Min Zhang
  15. Escaping the Echo Trap: On Credit Assignment Failure in Multi-turn LLM Self-Reflection
    ACL 2026 ·
    Linxuan Du
    ,
    Guangquan Xue
    ,
    Xiaobo Liang
    ,
    Qipeng Huang
    ,
    Yuyang Ding
    ,
    Xinyu Shi
    ,
    Zhang Yijun
    ,
    Ji Qi
    ,
    Wenpeng Zhu
    ,
    Juntao Li
    , Min Zhang
  16. E³-TIR: Enhanced Experience Exploitation for Tool-Integrated Reasoning
    ACL 2026 ·
    Weiyang Guo
    ,
    Zesheng Shi
    ,
    Liye Zhao
    ,
    Jiayuan Ma
    ,
    Zeen Zhu
    ,
    Junxian He
    , Min Zhang,
    Jing Li
  17. From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents
    ACL 2026 ·
    Niu Lian
    ,
    Yuting Wang
    ,
    Hanshu Yao
    ,
    Jinpeng Wang
    ,
    Bin Chen
    ,
    Yaowei Wang
    , Min Zhang,
    Shu-Tao Xia
  18. Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs
    ACL 2026 ·
    Zhenyu Liu
    ,
    Xuanyu Zhang
    ,
    Yunxin Li
    ,
    Qixun Teng
    ,
    Shenyuan Jiang
    ,
    Haolan Chen
    ,
    Mingjun Zhao
    ,
    Fanbo Meng
    ,
    Yu Xu
    ,
    Yancheng He
    ,
    Baotian Hu
    ,
    Haizhou Li
    , Min Zhang
  19. IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking
    ACL 2026 ·
    Zechen Sun
    ,
    Yuyang Sun
    ,
    Zecheng Tang
    ,
    Juntao Li
    ,
    Wenpeng Hu
    ,
    Wenliang Chen
    ,
    Zhunchen Luo
    ,
    Guotong Geng
    , Min Zhang
  20. Improving Value-based Process Verifier via Low-Cost Variance Reduction
    AAAI 2026 ·
    Zetian Sun
    ,
    Dongfang Li
    ,
    Baotian Hu
    , Min Zhang
  21. Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning
    AAAI 2026 ·
    Xiaoxing You
    ,
    Qiang Huang
    ,
    Lingyu Li
    ,
    Chi Zhang
    ,
    Xiaopeng Liu
    , Min Zhang,
    Jun Yu
  22. Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation
    ACL 2026 ·
    Xinping Zhao
    ,
    Shouzheng Huang
    ,
    Yan Zhong
    ,
    Xinshuo Hu
    ,
    Meishan Zhang
    ,
    Baotian Hu
    , Min Zhang
  23. Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework
    ACL 2026 ·
    Chenyuan Zhang
    ,
    Qiguang Chen
    ,
    Xie Chen
    ,
    Zhuotao Tian
    ,
    Bowen Xing
    ,
    Meishan Zhang
    ,
    Libo Qin
    ,
    Baotian Hu
    , Min Zhang
  24. Listing Minimal Cores in Large Real-World Graphs
    ICDE 2026 ·
    Yukai Sun
    ,
    Kaiqiang Yu
    ,
    Shengxin Liu
    ,
    Cheng Long
    ,
    Raymond Chi-Wing Wong
    ,
    Xun Zhou
    , Min Zhang
  25. LycheeCluster: Efficient Long-Context Inference with Structure-Aware Chunking and Hierarchical KV Indexing
    ACL 2026 ·
    Dongfang Li
    ,
    Zixuan Liu
    ,
    Gang Lin
    ,
    Baotian Hu
    , Min Zhang
  26. 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
  27. MSVBench: Towards Human-Level Evaluation of Multi-Shot Video Generation
    ACL 2026 ·
    Haoyuan Shi
    ,
    Yunxin Li
    ,
    Nanhao Deng
    ,
    Zhenran Xu
    ,
    Xinyu Chen
    ,
    Longyue Wang
    ,
    Baotian Hu
    , Min Zhang
  28. MathAgent: Adversarial Evolution of Constraint Graphs for Mathematical Reasoning Data Synthesis
    ACL 2026 ·
    Zixiong Yu
    ,
    Jun Rao
    ,
    Guhan Chen
    ,
    Songtao Tian
    ,
    Bohan Li
    ,
    Jiansheng Wei
    , Min Zhang,
    Xiaojun Meng
  29. 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
  30. SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking
    ACL 2026 ·
    Weiyang Huang
    ,
    Xuefeng Bai
    ,
    Kehai Chen
    ,
    Xinyang Chen
    ,
    Yibin Chen
    ,
    Weili Guan
    , Min Zhang
  31. SocialDropout: Dynamic Agent Dropout for Social Simulation
    SIGIR 2026 ·
    Huajie Wang
    ,
    Geng Tu
    ,
    Xi Zeng
    ,
    Ruifeng Xu
    , Min Zhang
  32. Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment
    ACL 2026 ·
    Bobo Li
    ,
    Rui Wu
    ,
    Zibo Ji
    ,
    Meishan Zhang
    ,
    Hao Fei
    , Min Zhang,
    Mong-Li Lee
    ,
    Wynne Hsu
  33. ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution
    ACL 2026 ·
    Shouzheng Huang
    ,
    Meishan Zhang
    ,
    Baotian Hu
    , Min Zhang
  34. Towards Closed-Loop Embodied Empathy Evolution: Probing LLM-Centric Lifelong Empathic Motion Generation in Unseen Scenarios
    AAAI 2026 ·
    Jiawen Wang
    ,
    Jingjing Wang
    ,
    Tianyang Chen
    , Min Zhang,
    Guodong Zhou
  35. UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts
    ACL 2026 ·
    Zhenyu Liu
    ,
    Yunxin Li
    ,
    Xuanyu Zhang
    ,
    Qixun Teng
    ,
    Shenyuan Jiang
    ,
    Xinyu Chen
    ,
    Haoyuan Shi
    ,
    Haolan Chen
    ,
    Fanbo Meng
    ,
    Mingjun Zhao
    ,
    Yu Xu
    ,
    Yancheng He
    ,
    Baotian Hu
    ,
    Haizhou Li
    , Min Zhang
  36. When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning
    ACL 2026 ·
    Yang Xiang
    ,
    Yixin Ji
    ,
    Ruotao Xu
    ,
    Dan Qiao
    ,
    Zheming Yang
    ,
    Juntao Li
    , Min Zhang
  37. When to Trust Tools? Adaptive Tool Trust Calibration For Tool-Integrated Math Reasoning
    ACL 2026 ·
    Ruotao Xu
    ,
    Yixin Ji
    ,
    Yu Luo
    ,
    Jinpeng Li
    ,
    Dong Li
    ,
    Peifeng Li
    ,
    Juntao Li
    , Min Zhang
  38. WindowsWorld: A Process-Centric Benchmark of Autonomous GUI Agents in Professional Cross-Application Environments
    ACL 2026 ·
    Jinchao Li
    ,
    Yunxin Li
    ,
    Chenrui Zhao
    ,
    Zhenran Xu
    ,
    Baotian Hu
    , Min Zhang
  39. A Survey on the Feedback Mechanism of LLM-based AI Agents
    IJCAI 2025 ·
    Zhipeng Liu
    ,
    Xuefeng Bai
    ,
    Kehai Chen
    ,
    Xinyang Chen
    ,
    Xiucheng Li
    ,
    Yang Xiang
    ,
    Jin Liu
    ,
    Hong-Dong Li
    ,
    Yaowei Wang
    ,
    Liqiang Nie
    , Min Zhang
  40. A Training-free LLM-based Approach to General Chinese Character Error Correction
    ACL 2025 ·
    Houquan Zhou
    ,
    Bo Zhang
    ,
    Zhenghua Li
    ,
    Ming Yan
    , Min Zhang
  41. A Unified Agentic Framework for Evaluating Conditional Image Generation
    ACL 2025 ·
    Jifang Wang
    ,
    Yangxue
    ,
    Longyue Wang
    ,
    Zhenran Xu
    ,
    Yiyu Wang
    ,
    Yaowei Wang
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    ,
    Baotian Hu
    , Min Zhang
  42. ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models
    ACL 2025 ·
    Yuechi Zhou
    ,
    Chuyue Zhou
    ,
    Jianxin Zhang
    ,
    Juntao Li
    , Min Zhang
  43. APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training
    ACL 2025 ·
    Jun Rao
    ,
    Zepeng Lin
    ,
    Xuebo Liu
    ,
    Xiaopeng Ke
    ,
    Lian Lian
    ,
    Dong Jin
    ,
    Shengjun Cheng
    ,
    Jun Yu
    , Min Zhang
  44. AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs
    EMNLP 2025 ·
    Xiaopeng Ke
    ,
    Hexuan Deng
    ,
    Xuebo Liu
    ,
    Jun Rao
    ,
    Zhenxi Song
    ,
    Jun Yu
    , Min Zhang
  45. Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation
    ACM MM 2025 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lingbing Guo
    ,
    Yajing Xu
    , Min Zhang,
    Wen Zhang
    ,
    Huajun Chen
  46. Accurate KV Cache Quantization with Outlier Tokens Tracing
    ACL 2025 ·
    Yi Su
    ,
    Yuechi Zhou
    ,
    Quantong Qiu
    ,
    Juntao Li
    ,
    Qingrong Xia
    ,
    Ping Li
    ,
    Xinyu Duan
    ,
    Zhefeng Wang
    , Min Zhang
  47. Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing
    ACL 2025 ·
    Yifan Lu
    ,
    Jing Li
    ,
    Yigeng Zhou
    ,
    Yihui Zhang
    ,
    Wenya Wang
    ,
    Xiucheng Li
    ,
    Meishan Zhang
    ,
    Fangming Liu
    ,
    Jun Yu
    , Min Zhang
  48. AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration
    ACL 2025 ·
    Zhexuan Wang
    ,
    Yutong Wang
    ,
    Xuebo Liu
    ,
    Liang Ding
    ,
    Miao Zhang
    ,
    Jie Liu
    , Min Zhang
  49. AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration
    EMNLP 2025 ·
    Chunhao Tian
    ,
    Yutong Wang
    ,
    Xuebo Liu
    ,
    Zhexuan Wang
    ,
    Liang Ding
    ,
    Miao Zhang
    , Min Zhang
  50. Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
    EMNLP 2025 ·
    Jikai Wang
    ,
    Zhenxu Tian
    ,
    Juntao Li
    ,
    Qingrong Xia
    ,
    Xinyu Duan
    ,
    Zhe-Feng Wang
    ,
    Baoxing Huai
    , Min Zhang
  51. An Empirical Study of Iterative Refinements for Non-autoregressive Translation
    ACL 2025 ·
    Yisheng Xiao
    ,
    Pei Guo
    ,
    Zechen Sun
    ,
    Juntao Li
    ,
    Kai Song
    , Min Zhang
  52. An Evaluation Resource for Grounding Translation Errors
    EMNLP 2025 ·
    Sujin Chen
    ,
    Kang Wang
    ,
    Zixuan Zhou
    ,
    Xiangyu Duan
    ,
    Wanqun Zhang
    ,
    Hao Yang
    ,
    Jinsong Su
    , Min Zhang
  53. Basic Reading Distillation
    ACL 2025 ·
    Zhi Zhou
    ,
    Sirui Miao
    ,
    Xiangyu Duan
    ,
    Hao Yang
    , Min Zhang
  54. Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance
    EMNLP 2025 ·
    Andong Chen
    ,
    Lianzhang Lou
    ,
    Kehai Chen
    ,
    Xuefeng Bai
    ,
    Yang Xiang
    ,
    Muyun Yang
    ,
    Tiejun Zhao
    , Min Zhang
  55. Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning
    ACL 2025 ·
    Yingjie Zhu
    ,
    Xuefeng Bai
    ,
    Kehai Chen
    ,
    Yang Xiang
    ,
    Jun Yu
    , Min Zhang
  56. Beware of Calibration Data for Pruning Large Language Models
    ICLR 2025 ·
    Yixin Ji
    ,
    Yang Xiang
    ,
    Juntao Li
    ,
    Qingrong Xia
    ,
    Ping Li
    ,
    Xinyu Duan
    ,
    Zhefeng Wang
    , Min Zhang
  57. BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation
    ACL 2025 ·
    Jilong Li
    ,
    Zhenxi Song
    ,
    Jiaqi Wang
    ,
    Meishan Zhang
    ,
    Honghai Liu
    , Min Zhang,
    Zhiguo Zhang
  58. Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models
    CVPR 2025 ·
    Xin Zhang
    ,
    Yanzhao Zhang
    ,
    Wen Xie
    ,
    Mingxin Li
    ,
    Ziqi Dai
    ,
    Dingkun Long
    ,
    Pengjun Xie
    ,
    Meishan Zhang
    ,
    Wenjie Li
    , Min Zhang
  59. CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task
    EMNLP 2025 ·
    Haosi Mo
    ,
    Xinyu Ma
    ,
    Xuebo Liu
    ,
    Derek F. Wong
    ,
    Yu Li
    ,
    Jie Liu
    , Min Zhang
  60. CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models
    AAAI 2025 ·
    Dongfang Li
    ,
    Zetian Sun
    ,
    Xinshuo Hu
    ,
    Baotian Hu
    , Min Zhang
  61. CogMAEC'25: The 1st Workshop on Cognition-oriented Multimodal Affective and Empathetic Computing
    ACM MM 2025 ·
    Hao Fei
    ,
    Bobo Li
    ,
    Meng Luo
    ,
    Qian Liu
    ,
    Lizi Liao
    ,
    Fei Li
    , Min Zhang,
    Björn W. Schuller
    ,
    Mong-Li Lee
    ,
    Erik Cambria
  62. ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development
    ACL 2025 ·
    Zhenran Xu
    ,
    Xue Yang
    ,
    Yiyu Wang
    ,
    Qingli Hu
    ,
    Zijiao Wu
    ,
    Longyue Wang
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    ,
    Baotian Hu
    , Min Zhang
  63. Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing
    ACL 2025 ·
    Peiming Guo
    ,
    Meishan Zhang
    ,
    Jianling Li
    , Min Zhang,
    Yue Zhang
  64. DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check
    ACL 2025 ·
    Ziheng Qiao
    ,
    Houquan Zhou
    ,
    Yumeng Liu
    ,
    Zhenghua Li
    , Min Zhang,
    Bo Zhang
    ,
    Chen Li
    ,
    Ji Zhang
    ,
    Fei Huang
  65. DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization
    ACL 2025 ·
    Hexuan Deng
    ,
    Wenxiang Jiao
    ,
    Xuebo Liu
    ,
    Jing Li
    , Min Zhang,
    Zhaopeng Tu
  66. Decoder-Only LLMs can be Masked Auto-Encoders
    ACL 2025 ·
    Dan Qiao
    ,
    Yuan Gao
    ,
    Zheming Yang
    ,
    Di Yang
    ,
    Ziheng Wu
    ,
    Pengcheng Lu
    ,
    Minghui Qiu
    ,
    Juntao Li
    , Min Zhang
  67. DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
    ICLR 2025 ·
    Yutong Wang
    ,
    Jiali Zeng
    ,
    Xuebo Liu
    ,
    Derek F. Wong
    ,
    Fandong Meng
    ,
    Jie Zhou
    , Min Zhang
  68. DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation
    ACL 2025 ·
    Xinglin Lyu
    ,
    Wei Tang
    ,
    Yuang Li
    ,
    Xiaofeng Zhao
    ,
    Ming Zhu
    ,
    Junhui Li
    ,
    Yunfei Lu
    ,
    Min Zhang
    ,
    Daimeng Wei
    ,
    Hao Yang
    , Min Zhang
  69. DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
    EMNLP 2025 ·
    Xiabin Zhou
    ,
    Wenbin Wang
    ,
    Minyan Zeng
    ,
    Jiaxian Guo
    ,
    Xuebo Liu
    ,
    Li Shen
    , Min Zhang,
    Liang Ding
  70. Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling
    ACL 2025 ·
    Qiyuan Deng
    ,
    Xuefeng Bai
    ,
    Kehai Chen
    ,
    Yaowei Wang
    ,
    Liqiang Nie
    , Min Zhang
  71. Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
    NeurIPS 2025 ·
    Zhengrui Ma
    ,
    Yang Feng
    ,
    Chenze Shao
    ,
    Fandong Meng
    ,
    Jie Zhou
    , Min Zhang
  72. Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
    ICCV 2025 ·
    Jun Li
    ,
    Jinpeng Wang
    ,
    Chaolei Tan
    ,
    Niu Lian
    ,
    Long Chen
    ,
    Yaowei Wang
    , Min Zhang,
    Shu-Tao Xia
    ,
    Bin Chen
  73. Exploring the Translation Mechanism of Large Language Models
    NeurIPS 2025 ·
    Hongbin Zhang
    ,
    Kehai Chen
    ,
    Xuefeng Bai
    ,
    Xiucheng Li
    ,
    Yang Xiang
    , Min Zhang
  74. FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing
    NeurIPS 2025 ·
    Shoutao Guo
    ,
    Shaolei Zhang
    ,
    Qingkai Fang
    ,
    Zhengrui Ma
    , Min Zhang,
    Yang Feng
  75. FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation
    ACL 2025 ·
    Zhuocheng Zhang
    ,
    Yang Feng
    , Min Zhang
  76. From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning
    ACL 2025 ·
    Wenjing Xie
    ,
    Xiaobo Liang
    ,
    Juntao Li
    ,
    Wanfu Wang
    ,
    Kehai Chen
    ,
    Qiaoming Zhu
    , Min Zhang
  77. Function-to-Style Guidance of LLMs for Code Translation
    ICML 2025 ·
    Longhui Zhang
    ,
    Bin Wang
    ,
    Jiahao Wang
    ,
    Xiaofeng Zhao
    , Min Zhang,
    Hao Yang
    ,
    Meishan Zhang
    ,
    Yu Li
    ,
    Jing Li
    ,
    Jun Yu
  78. FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG
    NAACL 2025 ·
    Xinping Zhao
    ,
    Yan Zhong
    ,
    Zetian Sun
    ,
    Xinshuo Hu
    ,
    Zhenyu Liu
    ,
    Dongfang Li
    ,
    Baotian Hu
    , Min Zhang
  79. GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent
    ACL 2025 ·
    Bin Xie
    ,
    Rui Shao
    ,
    Gongwei Chen
    ,
    Kaiwen Zhou
    ,
    Yinchuan Li
    ,
    Jie Liu
    , Min Zhang,
    Liqiang Nie
  80. Generative Reward Modeling via Synthetic Criteria Preference Learning
    ACL 2025 ·
    Xiaobo Liang
    ,
    Haoke Zhang
    ,
    Juntao Li
    ,
    Kehai Chen
    ,
    Qiaoming Zhu
    , Min Zhang
  81. Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
    EMNLP 2025 ·
    Xingzuo Li
    ,
    Kehai Chen
    ,
    Yunfei Long
    ,
    Xuefeng Bai
    ,
    Yong Xu
    , Min Zhang
  82. Improving Rationality in the Reasoning Process of Language Models through Self-playing Game
    ICML 2025 ·
    Pinzheng Wang
    ,
    Juntao Li
    ,
    Zecheng Tang
    ,
    Haijia Gui
    , Min Zhang
  83. InImageTrans: Multimodal LLM-based Text Image Machine Translation
    ACL 2025 ·
    Fei Zuo
    ,
    Kehai Chen
    ,
    Yu Zhang
    ,
    Zhengshan Xue
    , Min Zhang
  84. Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
    AAAI 2025 ·
    Yifan Lu
    ,
    Yigeng Zhou
    ,
    Jing Li
    ,
    Yequan Wang
    ,
    Xuebo Liu
    ,
    Daojing He
    ,
    Fangming Liu
    , Min Zhang
  85. L-CiteEval: A Suite for Evaluating Fidelity of Long-context Models
    ACL 2025 ·
    Zecheng Tang
    ,
    Keyan Zhou
    ,
    Juntao Li
    ,
    Baibei Ji
    ,
    Jianye Hou
    , Min Zhang
  86. LLM-based Translation Inference with Iterative Bilingual Understanding
    ACL 2025 ·
    Andong Chen
    ,
    Kehai Chen
    ,
    Yang Xiang
    ,
    Xuefeng Bai
    ,
    Muyun Yang
    ,
    Yang Feng
    ,
    Tiejun Zhao
    , Min Zhang
  87. LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models
    ACL 2025 ·
    Xinxin Li
    ,
    Huiyao Chen
    ,
    Chengjun Liu
    ,
    Jing Li
    ,
    Meishan Zhang
    ,
    Jun Yu
    , Min Zhang
  88. LOGO - Long cOntext aliGnment via efficient preference Optimization
    ICML 2025 ·
    Zecheng Tang
    ,
    Zechen Sun
    ,
    Juntao Li
    ,
    Qiaoming Zhu
    , Min Zhang
  89. Learning to Watermark: A Selective Watermarking Framework for Large Language Models via Multi-Objective Optimization
    NeurIPS 2025 ·
    Chenrui Wang
    ,
    Junyi Shu
    ,
    Billy Chiu
    ,
    Yu Li
    ,
    Saleh Alharbi
    , Min Zhang,
    Jing Li
  90. Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
    ACL 2025 ·
    Suhang Wu
    ,
    Jialong Tang
    ,
    Chengyi Yang
    ,
    Pei Zhang
    ,
    Baosong Yang
    ,
    Junhui Li
    ,
    Junfeng Yao
    , Min Zhang,
    Jinsong Su
  91. Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM
    AAAI 2025 ·
    Shaoqing Zhang
    ,
    Zhuosheng Zhang
    ,
    Kehai Chen
    ,
    Rongxiang Weng
    ,
    Muyun Yang
    ,
    Tiejun Zhao
    , Min Zhang
  92. MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching
    NeurIPS 2025 ·
    Liang Yue
    ,
    Yihong Tang
    ,
    Kehai Chen
    ,
    Jie Liu
    , Min Zhang
  93. MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents
    EMNLP 2025 ·
    Kehang Jia
    ,
    Juntao Li
    ,
    Xiaobo Liang
    ,
    Yisheng Xiao
    ,
    Yixuan Yang
    , Min Zhang
  94. MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming
    ACL 2025 ·
    Weiyang Guo
    ,
    Jing Li
    ,
    Wenya Wang
    ,
    Yu Li
    ,
    Daojing He
    ,
    Jun Yu
    , Min Zhang
  95. Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation
    ACL 2025 ·
    Andong Chen
    ,
    Yuchen Song
    ,
    Kehai Chen
    ,
    Xuefeng Bai
    ,
    Muyun Yang
    ,
    Liqiang Nie
    ,
    Jie Liu
    ,
    Tiejun Zhao
    , Min Zhang
  96. MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation
    NAACL 2025 ·
    Zhenran Xu
    ,
    Jifang Wang
    ,
    Baotian Hu
    ,
    Longyue Wang
    , Min Zhang
  97. Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning
    ACL 2025 ·
    Mufan Xu
    ,
    Gewen Liang
    ,
    Kehai Chen
    ,
    Wei Wang
    ,
    Xun Zhou
    ,
    Muyun Yang
    ,
    Tiejun Zhao
    , Min Zhang
  98. MoDification: Mixture of Depths Made Easy
    NAACL 2025 ·
    Chen Zhang
    ,
    Meizhi Zhong
    ,
    Qimeng Wang
    ,
    Xuantao Lu
    ,
    Zheyu Ye
    ,
    Chengqiang Lu
    ,
    Yan Gao
    ,
    Yao Hu
    ,
    Kehai Chen
    , Min Zhang,
    Dawei Song
  99. Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
    ACL 2025 ·
    Junlin Li
    ,
    Guodong Du
    ,
    Jing Li
    ,
    Sim Kuan Goh
    ,
    Wenya Wang
    ,
    Yequan Wang
    ,
    Fangming Liu
    ,
    Ho-Kin Tang
    ,
    Saleh Alharbi
    ,
    Daojing He
    , Min Zhang
  100. Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer
    ACL 2025 ·
    Guodong Du
    ,
    Zitao Fang
    ,
    Jing Li
    ,
    Junlin Li
    ,
    Runhua Jiang
    ,
    Shuyang Yu
    ,
    Yifei Guo
    ,
    Yangneng Chen
    ,
    Sim Kuan Goh
    ,
    Ho-Kin Tang
    ,
    Daojing He
    ,
    Honghai Liu
    , Min Zhang
  101. ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities
    EMNLP 2025 ·
    Yifan Duan
    ,
    Yihong Tang
    ,
    Kehai Chen
    ,
    Liqiang Nie
    , Min Zhang
  102. Overcoming Non-monotonicity in Transducer-based Streaming Generation
    ICML 2025 ·
    Zhengrui Ma
    ,
    Yang Feng
    , Min Zhang
  103. PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models
    ACL 2025 ·
    Jiaqi Zhao
    ,
    Miao Zhang
    ,
    Ming Wang
    ,
    Yuzhang Shang
    ,
    Kaihao Zhang
    ,
    Weili Guan
    ,
    Yaowei Wang
    , Min Zhang
  104. Reflection on Knowledge Graph for Large Language Models Reasoning
    ACL 2025 ·
    Yigeng Zhou
    ,
    Wu Li
    ,
    Yifan Lu
    ,
    Jing Li
    ,
    Fangming Liu
    ,
    Meishan Zhang
    ,
    Yequan Wang
    ,
    Daojing He
    ,
    Honghai Liu
    , Min Zhang
  105. Revealing and Mitigating Over-Attention in Knowledge Editing
    ICLR 2025 ·
    Pinzheng Wang
    ,
    Zecheng Tang
    ,
    Keyan Zhou
    ,
    Juntao Li
    ,
    Qiaoming Zhu
    , Min Zhang
  106. Revealing and Mitigating the Local Pattern Shortcuts of Mamba
    ACL 2025 ·
    Wangjie You
    ,
    Zecheng Tang
    ,
    Juntao Li
    ,
    Lili Yao
    , Min Zhang
  107. SCAN: Self-Denoising Monte Carlo Annotation for Robust Process Reward Learning
    NeurIPS 2025 ·
    Yuyang Ding
    ,
    Xinyu Shi
    ,
    Juntao Li
    ,
    Xiaobo Liang
    ,
    Zhaopeng Tu
    , Min Zhang
  108. SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data
    NeurIPS 2025 ·
    Xin Zhang
    ,
    Mingxin Li
    ,
    Yanzhao Zhang
    ,
    Dingkun Long
    ,
    Yongqi Li
    ,
    Yinghui Li
    ,
    Pengjun Xie
    ,
    Meishan Zhang
    ,
    Wenjie Li
    , Min Zhang,
    Philip S. Yu
  109. Safety Alignment via Constrained Knowledge Unlearning
    ACL 2025 ·
    Zesheng Shi
    ,
    Yucheng Zhou
    ,
    Jing Li
    ,
    Yuxin Jin
    ,
    Yu Li
    ,
    Daojing He
    ,
    Fangming Liu
    ,
    Saleh Alharbi
    ,
    Jun Yu
    , Min Zhang
  110. SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models
    EMNLP 2025 ·
    Jun Rao
    ,
    Yunjie Liao
    ,
    Xuebo Liu
    ,
    Zepeng Lin
    ,
    Lian Lian
    ,
    Dong Jin
    ,
    Shengjun Cheng
    ,
    Jun Yu
    , Min Zhang
  111. Skynet-V1: Towards Early Warning of Video Abnormal Events via A Spatial-temporal Causal-enhanced MoE Framework
    ACM MM 2025 ·
    Junxiao Ma
    ,
    Jingjing Wang
    , Min Zhang,
    Guodong Zhou
  112. Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing
    ACL 2025 ·
    Longhui Zhang
    ,
    Jiahao Wang
    ,
    Meishan Zhang
    ,
    GaoXiong Cao
    ,
    Ensheng Shi
    ,
    Mayuchi Mayuchi
    ,
    Jun Yu
    ,
    Honghai Liu
    ,
    Jing Li
    , Min Zhang
  113. The ACM Multimedia 2025 Grand Challenge of Avatar-based Multimodal Empathetic Conversation
    ACM MM 2025 ·
    Han Zhang
    ,
    Hao Fei
    ,
    Hong Han
    ,
    Lizi Liao
    ,
    Erik Cambria
    , Min Zhang
  114. The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents
    ACL 2025 ·
    Yihong Tang
    ,
    Kehai Chen
    ,
    Xuefeng Bai
    ,
    Zheng-Yu Niu
    ,
    Bo Wang
    ,
    Jie Liu
    , Min Zhang
  115. Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning
    NeurIPS 2025 ·
    Yihong Tang
    ,
    Kehai Chen
    ,
    Muyun Yang
    ,
    Zheng-Yu Niu
    ,
    Jing Li
    ,
    Tiejun Zhao
    , Min Zhang
  116. Tool learning via Inference-time Scaling and Cycle Verifier
    ACL 2025 ·
    Xiaobo Liang
    ,
    Wenjin Xie
    ,
    Juntao Li
    ,
    Wanfu Wang
    ,
    Yibin Chen
    ,
    Kehai Chen
    , Min Zhang
  117. Towards Text-Image Interleaved Retrieval
    ACL 2025 ·
    Xin Zhang
    ,
    Ziqi Dai
    ,
    Yongqi Li
    ,
    Yanzhao Zhang
    ,
    Dingkun Long
    ,
    Pengjun Xie
    ,
    Meishan Zhang
    ,
    Jun Yu
    ,
    Wenjie Li
    , Min Zhang
  118. Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch
    ACL 2025 ·
    Yuyang Ding
    ,
    Xinyu Shi
    ,
    Xiaobo Liang
    ,
    Juntao Li
    ,
    Zhaopeng Tu
    ,
    Qiaoming Zhu
    , Min Zhang
  119. Unlocking Recursive Thinking of LLMs: Alignment via Refinement
    ACL 2025 ·
    Haoke Zhang
    ,
    Xiaobo Liang
    ,
    Cunxiang Wang
    ,
    Juntao Li
    , Min Zhang
  120. Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models
    ACL 2025 ·
    Yisheng Xiao
    ,
    Juntao Li
    ,
    Wenpeng Hu
    ,
    Zhunchen Luo
    , Min Zhang
  121. VideoVista-CulturalLingo: 360° Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension
    ACL 2025 ·
    Xinyu Chen
    ,
    Yunxin Li
    ,
    Haoyuan Shi
    ,
    Baotian Hu
    ,
    Wenhan Luo
    ,
    Yaowei Wang
    , Min Zhang
  122. VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models
    NeurIPS 2025 ·
    Haidong Xu
    ,
    Guangwei Xu
    ,
    Zhedong Zheng
    ,
    Xiatian Zhu
    ,
    Wei Ji
    ,
    Xiangtai Li
    ,
    Ruijie Guo
    ,
    Meishan Zhang
    , Min Zhang,
    Hao Fei
  123. When Words Smile: Generating Diverse Emotional Facial Expressions from Text
    EMNLP 2025 ·
    Haidong Xu
    ,
    Meishan Zhang
    ,
    Hao Ju
    ,
    Zhedong Zheng
    ,
    Erik Cambria
    , Min Zhang,
    Hao Fei
  124. XIFBench: Evaluating Large Language Models on Multilingual Instruction Following
    NeurIPS 2025 ·
    Zhenyu Li
    ,
    Kehai Chen
    ,
    Yunfei Long
    ,
    Xuefeng Bai
    ,
    Yaoyin Zhang
    ,
    Xuchen Wei
    ,
    Juntao Li
    , Min Zhang
  125. Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
    EMNLP 2025 ·
    Hao Fang
    ,
    Jiawei Kong
    ,
    Tianqu Zhuang
    ,
    Yixiang Qiu
    ,
    Kuofeng Gao
    ,
    Bin Chen
    ,
    Shu-Tao Xia
    ,
    Yaowei Wang
    , Min Zhang
  126. \mathcalA³: Automatic Alignment Framework for Attributed Text Generation
    ACL 2025 ·
    Yue Wang
    ,
    Haoke Zhang
    ,
    Juntao Li
    ,
    Jinxiong Chang
    , Min Zhang
  127. A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation
    ACL 2024 ·
    Zhengrui Ma
    ,
    Qingkai Fang
    ,
    Shaolei Zhang
    ,
    Shoutao Guo
    ,
    Yang Feng
    , Min Zhang
  128. A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models
    EMNLP 2024 ·
    Houquan Zhou
    ,
    Zhenghua Li
    ,
    Bo Zhang
    ,
    Chen Li
    ,
    Shaopeng Lai
    ,
    Ji Zhang
    ,
    Fei Huang
    , Min Zhang
  129. A Two-Stage Adaptation of Large Language Models for Text Ranking
    ACL 2024 ·
    Longhui Zhang
    ,
    Yanzhao Zhang
    ,
    Dingkun Long
    ,
    Pengjun Xie
    ,
    Meishan Zhang
    , Min Zhang
  130. Achieving Stronger Generation via Simple Contrastive Tuning
    EMNLP 2024 ·
    Zhimeng Wang
    ,
    Pinzheng Wang
    ,
    Juntao Li
    ,
    Yibin Chen
    , Min Zhang
  131. Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
    EMNLP 2024 ·
    Yixin Ji
    ,
    Yang Xiang
    ,
    Juntao Li
    ,
    Qingrong Xia
    ,
    Zi Ye
    ,
    Xinyu Duan
    ,
    Zhefeng Wang
    ,
    Kehai Chen
    , Min Zhang
  132. An Empirical Study of CLIP for Text-Based Person Search
    AAAI 2024 ·
    Min Cao
    ,
    Yang Bai
    ,
    Ziyin Zeng
    ,
    Mang Ye
    , Min Zhang
  133. Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations
    ICLR 2024 ·
    Yisheng Xiao
    ,
    Juntao Li
    ,
    Zechen Sun
    ,
    Zechang Li
    ,
    Qingrong Xia
    ,
    Xinyu Duan
    ,
    Zhefeng Wang
    , Min Zhang
  134. AutoSurvey: Large Language Models Can Automatically Write Surveys
    NeurIPS 2024 ·
    Yidong Wang
    ,
    Qi Guo
    ,
    Wenjin Yao
    ,
    Hongbo Zhang
    ,
    Xin Zhang
    ,
    Zhen Wu
    ,
    Meishan Zhang
    ,
    Xinyu Dai
    , Min Zhang,
    Qingsong Wen
    ,
    Wei Ye
    ,
    Shikun Zhang
    ,
    Yue Zhang
  135. CMD: a framework for Context-aware Model self-Detoxification
    EMNLP 2024 ·
    Zecheng Tang
    ,
    Keyan Zhou
    ,
    Juntao Li
    ,
    Yuyang Ding
    ,
    Pinzheng Wang
    ,
    Yan Bowen
    ,
    Renjie Hua
    , Min Zhang
  136. CTC-based Non-autoregressive Textless Speech-to-Speech Translation
    ACL 2024 ·
    Qingkai Fang
    ,
    Zhengrui Ma
    ,
    Yan Zhou
    , Min Zhang,
    Yang Feng
  137. Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner
    EMNLP 2024 ·
    Shudong Liu
    ,
    Zhaocong Li
    ,
    Xuebo Liu
    ,
    Runzhe Zhan
    ,
    Derek F. Wong
    ,
    Lidia S. Chao
    , Min Zhang
  138. Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data?
    ACL 2024 ·
    Qingkai Fang
    ,
    Shaolei Zhang
    ,
    Zhengrui Ma
    , Min Zhang,
    Yang Feng
  139. Chinese Spelling Corrector Is Just a Language Learner
    ACL 2024 ·
    Lai Jiang
    ,
    Hongqiu Wu
    ,
    Hai Zhao
    , Min Zhang
  140. Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches
    ACL 2024 ·
    Shilin Zhou
    ,
    Zhenghua Li
    ,
    Chen Gong
    ,
    Lei Zhang
    ,
    Yu Hong
    , Min Zhang
  141. Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment
    ACL 2024 ·
    Yunxin Li
    ,
    Xinyu Chen
    ,
    Baotian Hu
    ,
    Haoyuan Shi
    , Min Zhang
  142. CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions
    EMNLP 2024 ·
    Jun Rao
    ,
    Xuebo Liu
    ,
    Lian Lian
    ,
    Shengjun Cheng
    ,
    Yunjie Liao
    , Min Zhang
  143. Concise and Precise Context Compression for Tool-Using Language Models
    ACL 2024 ·
    Yang Xu
    ,
    Yunlong Feng
    ,
    Honglin Mu
    ,
    Yutai Hou
    ,
    Yitong Li
    ,
    Xinghao Wang
    ,
    Wanjun Zhong
    ,
    Zhongyang Li
    ,
    Dandan Tu
    ,
    Qingfu Zhu
    , Min Zhang,
    Wanxiang Che
  144. ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs
    NeurIPS 2024 ·
    Zhaochen Su
    ,
    Jun Zhang
    ,
    Xiaoye Qu
    ,
    Tong Zhu
    ,
    Yanshu Li
    ,
    Jiashuo Sun
    ,
    Juntao Li
    , Min Zhang,
    Yu Cheng
  145. Context Consistency between Training and Inference in Simultaneous Machine Translation
    ACL 2024 ·
    Meizhi Zhong
    ,
    Lemao Liu
    ,
    Kehai Chen
    ,
    Mingming Yang
    , Min Zhang
  146. CopyNE: Better Contextual ASR by Copying Named Entities
    ACL 2024 ·
    Shilin Zhou
    ,
    Zhenghua Li
    ,
    Yu Hong
    , Min Zhang,
    Zhefeng Wang
    ,
    Baoxing Huai
  147. Curriculum Consistency Learning for Conditional Sentence Generation
    EMNLP 2024 ·
    Liangxin Liu
    ,
    Xuebo Liu
    ,
    Lian Lian
    ,
    Shengjun Cheng
    ,
    Jun Rao
    ,
    Tengfei Yu
    ,
    Hexuan Deng
    , Min Zhang
  148. DB-LLM: Accurate Dual-Binarization for Efficient LLMs
    ACL 2024 ·
    Hong Chen
    ,
    Chengtao Lv
    ,
    Liang Ding
    ,
    Haotong Qin
    ,
    Xiabin Zhou
    ,
    Yifu Ding
    ,
    Xuebo Liu
    , Min Zhang,
    Jinyang Guo
    ,
    Xianglong Liu
    ,
    Dacheng Tao
  149. DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms
    ACL 2024 ·
    Andong Chen
    ,
    Lianzhang Lou
    ,
    Kehai Chen
    ,
    Xuefeng Bai
    ,
    Yang Xiang
    ,
    Muyun Yang
    ,
    Tiejun Zhao
    , Min Zhang
  150. DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators
    EMNLP 2024 ·
    Xinglin Lyu
    ,
    Junhui Li
    ,
    Yanqing Zhao
    ,
    Min Zhang
    ,
    Daimeng Wei
    ,
    Shimin Tao
    ,
    Hao Yang
    , Min Zhang
  151. Demonstration Augmentation for Zero-shot In-context Learning
    ACL 2024 ·
    Yi Su
    ,
    Yunpeng Tai
    ,
    Yixin Ji
    ,
    Juntao Li
    ,
    Yan Bowen
    , Min Zhang
  152. Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation
    ACL 2024 ·
    Zhexuan Wang
    ,
    Shudong Liu
    ,
    Xuebo Liu
    ,
    Miao Zhang
    ,
    Derek F. Wong
    , Min Zhang
  153. Dynamic Planning for LLM-based Graphical User Interface Automation
    EMNLP 2024 ·
    Shaoqing Zhang
    ,
    Zhuosheng Zhang
    ,
    Kehai Chen
    ,
    Xinbei Ma
    ,
    Muyun Yang
    ,
    Tiejun Zhao
    , Min Zhang
  154. EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations
    ACM MM 2024 ·
    Zhenxi Song
    ,
    Ruihan Qin
    ,
    Huixia Ren
    ,
    Zhen Liang
    ,
    Yi Guo
    , Min Zhang,
    Zhiguo Zhang
  155. Efficient Domain Adaptation for Non-Autoregressive Machine Translation
    ACL 2024 ·
    Wangjie You
    ,
    Pei Guo
    ,
    Juntao Li
    ,
    Kehai Chen
    , Min Zhang
  156. Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval
    ACL 2024 ·
    Yan Gao
    ,
    Zhiwei Cao
    ,
    Zhongjian Miao
    ,
    Baosong Yang
    ,
    Shiyu Liu
    , Min Zhang,
    Jinsong Su
  157. Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder
    ACL 2024 ·
    Jiaqi Wang
    ,
    Zhenxi Song
    ,
    Zhengyu Ma
    ,
    Xipeng Qiu
    , Min Zhang,
    Zhiguo Zhang
  158. Exploring Reversal Mathematical Reasoning Ability for Large Language Models
    ACL 2024 ·
    Pei Guo
    ,
    Wangjie You
    ,
    Juntao Li
    ,
    Bowen Yan
    , Min Zhang
  159. From Role-Play to Drama-Interaction: An LLM Solution
    ACL 2024 ·
    Weiqi Wu
    ,
    Hongqiu Wu
    ,
    Lai Jiang
    ,
    Xingyuan Liu
    ,
    Hai Zhao
    , Min Zhang
  160. GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning
    ECCV 2024 ·
    Xiaojie Li
    ,
    Yibo Yang
    ,
    Xiangtai Li
    ,
    Jianlong Wu
    ,
    Yue Yu
    ,
    Bernard Ghanem
    , Min Zhang
  161. Improving Aspect-Based Sentiment Analysis via Tuple-Order Learning
    ECAI 2024 ·
    Gongzhen Hu
    ,
    Yuanjun Liu
    ,
    Xiabing Zhou
    , Min Zhang
  162. Improving Attributed Text Generation of Large Language Models via Preference Learning
    ACL 2024 ·
    Dongfang Li
    ,
    Zetian Sun
    ,
    Baotian Hu
    ,
    Zhenyu Liu
    ,
    Xinshuo Hu
    ,
    Xuebo Liu
    , Min Zhang
  163. In-Context Learning State Vector with Inner and Momentum Optimization
    NeurIPS 2024 ·
    Dongfang Li
    ,
    Zhenyu Liu
    ,
    Xinshuo Hu
    ,
    Zetian Sun
    ,
    Baotian Hu
    , Min Zhang
  164. LLM-Driven Multimodal Opinion Expression Identification
    InterSpeech 2024 ·
    Bonian Jia
    ,
    Huiyao Chen
    ,
    Yueheng Sun
    ,
    Meishan Zhang
    , Min Zhang
  165. Learnability Matters: Active Learning for Video Captioning
    NeurIPS 2024 ·
    Yiqian Zhang
    ,
    Buyu Liu
    ,
    Jun Bao
    ,
    Qiang Huang
    , Min Zhang,
    Jun Yu
  166. Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?
    ACL 2024 ·
    Zhaochen Su
    ,
    Juntao Li
    ,
    Jun Zhang
    ,
    Tong Zhu
    ,
    Xiaoye Qu
    ,
    Pan Zhou
    ,
    Yan Bowen
    ,
    Yu Cheng
    , Min Zhang
  167. Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion
    EMNLP 2024 ·
    Xinping Zhao
    ,
    Jindi Yu
    ,
    Zhenyu Liu
    ,
    Jifang Wang
    ,
    Dongfang Li
    ,
    Yibin Chen
    ,
    Baotian Hu
    , Min Zhang
  168. MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills
    EMNLP 2024 ·
    Zhenran Xu
    ,
    Senbao Shi
    ,
    Baotian Hu
    ,
    Longyue Wang
    , Min Zhang
  169. Multimodal Reasoning with Multimodal Knowledge Graph
    ACL 2024 ·
    Junlin Lee
    ,
    Yequan Wang
    ,
    Jing Li
    , Min Zhang
  170. NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates
    NeurIPS 2024 ·
    Hexuan Deng
    ,
    Wenxiang Jiao
    ,
    Xuebo Liu
    , Min Zhang,
    Zhaopeng Tu
  171. On the Hallucination in Simultaneous Machine Translation
    ACL 2024 ·
    Meizhi Zhong
    ,
    Kehai Chen
    ,
    Zhengshan Xue
    ,
    Lemao Liu
    ,
    Mingming Yang
    , Min Zhang
  172. Parameter Competition Balancing for Model Merging
    NeurIPS 2024 ·
    Guodong Du
    ,
    Junlin Lee
    ,
    Jing Li
    ,
    Runhua Jiang
    ,
    Yifei Guo
    ,
    Shuyang Yu
    ,
    Hanting Liu
    ,
    Sim Kuan Goh
    ,
    Ho-Kin Tang
    ,
    Daojing He
    , Min Zhang
  173. Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model
    ACL 2024 ·
    Hongbin Zhang
    ,
    Kehai Chen
    ,
    Xuefeng Bai
    ,
    Yang Xiang
    , Min Zhang
  174. Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering
    EMNLP 2024 ·
    Yu Zhang
    ,
    Kehai Chen
    ,
    Xuefeng Bai
    ,
    Zhao Kang
    ,
    Quanjiang Guo
    , Min Zhang
  175. Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction
    ACL 2024 ·
    Meishan Zhang
    ,
    Hao Fei
    ,
    Bin Wang
    ,
    Shengqiong Wu
    ,
    Yixin Cao
    ,
    Fei Li
    , Min Zhang
  176. Rethinking Negative Instances for Generative Named Entity Recognition
    ACL 2024 ·
    Yuyang Ding
    ,
    Juntao Li
    ,
    Pinzheng Wang
    ,
    Zecheng Tang
    ,
    Yan Bowen
    , Min Zhang
  177. Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering
    EMNLP 2024 ·
    Yixin Ji
    ,
    Kaixin Wu
    ,
    Juntao Li
    ,
    Wei Chen
    ,
    Mingjie Zhong
    ,
    Jia Xu
    , Min Zhang
  178. Revisiting Demonstration Selection Strategies in In-Context Learning
    ACL 2024 ·
    Keqin Peng
    ,
    Liang Ding
    ,
    Yancheng Yuan
    ,
    Xuebo Liu
    , Min Zhang,
    Yuanxin Ouyang
    ,
    Dacheng Tao
  179. SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation
    EMNLP 2024 ·
    Xinping Zhao
    ,
    Dongfang Li
    ,
    Yan Zhong
    ,
    Boren Hu
    ,
    Yibin Chen
    ,
    Baotian Hu
    , Min Zhang
  180. SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
    NeurIPS 2024 ·
    Liangxin Liu
    ,
    Xuebo Liu
    ,
    Derek F. Wong
    ,
    Dongfang Li
    ,
    Ziyi Wang
    ,
    Baotian Hu
    , Min Zhang
  181. Self-Powered LLM Modality Expansion for Large Speech-Text Models
    EMNLP 2024 ·
    Tengfei Yu
    ,
    Xuebo Liu
    ,
    Zhiyi Hou
    ,
    Liang Ding
    ,
    Dacheng Tao
    , Min Zhang
  182. Semantic Role Labeling from Chinese Speech via End-to-End Learning
    ACL 2024 ·
    Huiyao Chen
    ,
    Xinxin Li
    ,
    Meishan Zhang
    , Min Zhang
  183. Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation
    AAAI 2024 ·
    Xinshuo Hu
    ,
    Dongfang Li
    ,
    Baotian Hu
    ,
    Zihao Zheng
    ,
    Zhenyu Liu
    , Min Zhang
  184. Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation
    ACL 2024 ·
    Tengfei Yu
    ,
    Xuebo Liu
    ,
    Liang Ding
    ,
    Kehai Chen
    ,
    Dacheng Tao
    , Min Zhang
  185. SpeechEE: A Novel Benchmark for Speech Event Extraction
    ACM MM 2024 ·
    Bin Wang
    ,
    Meishan Zhang
    ,
    Hao Fei
    ,
    Yu Zhao
    ,
    Bobo Li
    ,
    Shengqiong Wu
    ,
    Wei Ji
    , Min Zhang
  186. StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning
    ACL 2024 ·
    Shaolei Zhang
    ,
    Qingkai Fang
    ,
    Shoutao Guo
    ,
    Zhengrui Ma
    , Min Zhang,
    Yang Feng
  187. Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image
    NeurIPS 2024 ·
    Yu Zhao
    ,
    Hao Fei
    ,
    Xiangtai Li
    ,
    Libo Qin
    ,
    Jiayi Ji
    ,
    Hongyuan Zhu
    ,
    Meishan Zhang
    , Min Zhang,
    Jianguo Wei
  188. Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment
    EMNLP 2024 ·
    Zhenyu Liu
    ,
    Dongfang Li
    ,
    Xinshuo Hu
    ,
    Xinping Zhao
    ,
    Yibin Chen
    ,
    Baotian Hu
    , Min Zhang
  189. TasTe: Teaching Large Language Models to Translate through Self-Reflection
    ACL 2024 ·
    Yutong Wang
    ,
    Jiali Zeng
    ,
    Xuebo Liu
    ,
    Fandong Meng
    ,
    Jie Zhou
    , Min Zhang
  190. Temporal Knowledge Question Answering via Abstract Reasoning Induction
    ACL 2024 ·
    Ziyang Chen
    ,
    Dongfang Li
    ,
    Xiang Zhao
    ,
    Baotian Hu
    , Min Zhang
  191. The ACM Multimedia 2024 Viual Spatial Description Grand Challenge
    ACM MM 2024 ·
    Yu Zhao
    ,
    Hao Fei
    ,
    Bobo Li
    ,
    Meishan Zhang
    , Min Zhang
  192. Towards Better Chinese Spelling Check for Search Engines: A New Dataset and Strong Baseline
    WSDM 2024 ·
    Yue Wang
    ,
    Zilong Zheng
    ,
    Zecheng Tang
    ,
    Juntao Li
    ,
    Zhihui Liu
    ,
    Kunlong Chen
    ,
    Jinxiong Chang
    ,
    Qishen Zhang
    ,
    Zhongyi Liu
    , Min Zhang
  193. Towards Demonstration-Aware Large Language Models for Machine Translation
    ACL 2024 ·
    Chen Li
    ,
    Meishan Zhang
    ,
    Xuebo Liu
    ,
    Zhaocong Li
    ,
    Derek F. Wong
    , Min Zhang
  194. Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
    ACL 2024 ·
    Zhibin Lan
    ,
    Liqiang Niu
    ,
    Fandong Meng
    ,
    Jie Zhou
    , Min Zhang,
    Jinsong Su
  195. TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution
    EMNLP 2024 ·
    Dongfang Li
    ,
    Xinshuo Hu
    ,
    Zetian Sun
    ,
    Baotian Hu
    ,
    Shaolin Ye
    ,
    Zifei Shan
    ,
    Qian Chen
    , Min Zhang
  196. Unsupervised Sign Language Translation and Generation
    ACL 2024 ·
    Zhengsheng Guo
    ,
    Zhiwei He
    ,
    Wenxiang Jiao
    ,
    Xing Wang
    ,
    Rui Wang
    ,
    Kehai Chen
    ,
    Zhaopeng Tu
    ,
    Yong Xu
    , Min Zhang
  197. VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context
    ICML 2024 ·
    Yunxin Li
    ,
    Baotian Hu
    ,
    Haoyuan Shi
    ,
    Wei Wang
    ,
    Longyue Wang
    , Min Zhang
  198. XNLP: An Interactive Demonstration System for Universal Structured NLP
    ACL 2024 ·
    Hao Fei
    ,
    Meishan Zhang
    , Min Zhang,
    Tat-Seng Chua
  199. mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
    EMNLP 2024 ·
    Xin Zhang
    ,
    Yanzhao Zhang
    ,
    Dingkun Long
    ,
    Wen Xie
    ,
    Ziqi Dai
    ,
    Jialong Tang
    ,
    Huan Lin
    ,
    Baosong Yang
    ,
    Pengjun Xie
    ,
    Fei Huang
    ,
    Meishan Zhang
    ,
    Wenjie Li
    , Min Zhang