PPaperPicks

Ming Liu

Harbin Institute of Technology, School of Computer Science and Technology, China

30 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7915-1001 ↗

Venues

ACL ×17EMNLP ×5AAAI ×3ICLR ×1IJCAI ×1NeurIPS ×1SIGIR ×1WWW ×1

Frequent coauthors

Bing Qin
×27
Zheng Chu
×13
Jiafeng Liang
×10
Tao He
×8
Zekun Wang
×7
Zerui Chen
×6
Shixin Jiang
×6
Jingchang Chen
×6
Guo Tang
×5
Weijiang Yu
×5
Heng Chang
×4
Wenxiang Zheng
×4

Papers

  1. 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
  2. CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation
    AAAI 2026 ·
    Yexing Du
    ,
    Kaiyuan Liu
    ,
    Youcheng Pan
    ,
    Zheng Chu
    ,
    Bo Yang
    ,
    Xiaocheng Feng
    , Ming Liu,
    Yang Xiang
  3. 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
  4. 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
  5. From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration
    AAAI 2026 ·
    Hao Li
    ,
    Tao He
    ,
    Jiafeng Liang
    ,
    Zheng Chu
    , Ming Liu
  6. 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
  7. LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning
    ACL 2026 ·
    Wenxiang Zheng
    ,
    Guo Tang
    ,
    Shixin Jiang
    ,
    Liangyu Huo
    ,
    Xiyuan Zhang
    ,
    Jian Xie
    , Ming Liu
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning
    SIGIR 2025 ·
    Tao He
    ,
    Lizi Liao
    , Ming Liu,
    Bing Qin
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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