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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

Tao He
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Zheng Chu
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Yexing Du
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Shixin Jiang
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Guo Tang
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Zerui Chen
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Zekun Wang
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Jiafeng Liang
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Hao Li
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Runxuan Liu
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Wenxiang Zheng
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Rongchuan Mu
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Papers

  1. Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations
    WWW 2026 ·
    Zerui Chen
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  2. CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation
    AAAI 2026 ·
    Yexing Du
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  3. EMTIR-GRPO: Efficient Multi-Tool Augmented Large Language Models via Reinforcement Learning
    ACL 2026 ·
    Shixin Jiang
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  4. From Implicit Graph Encoding to Explicit Evidence: A Training-Free LLM Framework for Temporal Knowledge Graph Reasoning
    ACL 2026 ·
    Guo Tang
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  5. From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration
    AAAI 2026 ·
    Hao Li
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  6. Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
    ACL 2026 ·
    Runxuan Liu
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  7. LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning
    ACL 2026 ·
    Wenxiang Zheng
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  8. MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus
    ACL 2026 ·
    Yexing Du
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  9. PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning
    ACL 2026 ·
    Rongchuan Mu
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  10. AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting
    ACL 2025 ·
    Guo Tang
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  11. Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
    ACL 2025 ·
    Tao He
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  12. EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models
    ACL 2025 ·
    Zekun Wang
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  13. From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities
    ACL 2025 ·
    Shixin Jiang
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  14. How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future
    EMNLP 2025 ·
    Zerui Chen
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  15. Improved Diffusion-based Generative Model with Better Adversarial Robustness
    ICLR 2025 ·
    Zekun Wang
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  16. Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency
    ACL 2025 ·
    Jiafeng Liang
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  17. MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications
    EMNLP 2025 ·
    Zike Yuan
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  18. Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning
    ACL 2025 ·
    Yexing Du
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  19. Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
    ACL 2025 ·
    Zheng Chu
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  20. Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning
    SIGIR 2025 ·
    Tao He
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  21. Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues
    AAAI 2025 ·
    Tao He
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  22. BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
    ACL 2024 ·
    Zheng Chu
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  23. CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models
    EMNLP 2024 ·
    Yaojia Lv
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  24. Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
    NeurIPS 2024 ·
    Jingchang Chen
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  25. GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension
    IJCAI 2024 ·
    Jiafeng Liang
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  26. Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models
    EMNLP 2024 ·
    Shixin Jiang
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  27. Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
    ACL 2024 ·
    Zheng Chu
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  28. Planning Like Human: A Dual-process Framework for Dialogue Planning
    ACL 2024 ·
    Tao He
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  29. TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models
    ACL 2024 ·
    Zheng Chu
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  30. Towards Benchmarking Situational Awareness of Large Language Models: Comprehensive Benchmark, Evaluation and Analysis
    EMNLP 2024 ·
    Guo Tang
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