PPaperPicks

Ming Zhang

Peking University, School of Computer Science, Beijing, China

45 papers at tracked venues · 35 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9809-3430 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×8ICML ×8AAAI ×7NAACL ×4EMNLP ×3NeurIPS ×3WWW ×3ACM MM ×2ICLR ×2IJCAI ×2ICDM ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Zhiping Xiao
×33
Wei Ju
×27
Xiao Luo
×26
Junyu Luo
×18
Yifan Wang
×11
Yusheng Zhao
×10
Yiyang Gu
×9
Yifang Qin
×7
Ye Yuan
×7
Bohan Wu
×6
Jingyang Yuan
×6
Siyu Yi
×5

Papers

  1. A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions
    ACL 2026 ·
    Zhiyin Yu
    ,
    Yuchen Mou
    ,
    Juncheng Yan
    ,
    Junyu Luo
    ,
    Chunchun Chen
    ,
    Xing Wei
    ,
    Yunhui Liu
    ,
    Hongru Sun
    ,
    Yuxing Zhang
    ,
    Jun Xu
    ,
    Yatao Bian
    , Ming Zhang,
    Wei Ye
    ,
    Tieke He
    ,
    Jie Yang
    ,
    Guanjie Zheng
    ,
    Zhonghai Wu
    ,
    Bo Zhang
    ,
    Lei Bai
    ,
    Xiao Luo
  2. CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing
    AAAI 2026 ·
    Yiyang Gu
    ,
    Bohan Wu
    ,
    Yifang Qin
    ,
    Jiaru Tang
    ,
    Rong-Cheng Tu
    ,
    Zhiping Xiao
    ,
    Taian Guo
    ,
    Junyu Luo
    ,
    Wei Ju
    ,
    Xiao Luo
    ,
    Dacheng Tao
    , Ming Zhang
  3. Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4
    ACL 2026 ·
    Chengwu Liu
    ,
    Yichun Yin
    ,
    Ye Yuan
    ,
    Jiaxuan Xie
    ,
    Botao Li
    ,
    Siqi Li
    ,
    Jianhao Shen
    ,
    Yan Xu
    ,
    Lifeng Shang
    , Ming Zhang
  4. EviRAG: Evidence-Guided Retrieval-Augmented Generation for Medical Vision-Language Models
    SIGIR 2026 ·
    Yiyang Gu
    ,
    Jiayue Fan
    ,
    Kaili Liu
    ,
    Bohan Wu
    ,
    Binqi Chen
    ,
    Zequn Liu
    ,
    Zhiping Xiao
    ,
    Rong-Cheng Tu
    ,
    Xiao Luo
    , Ming Zhang
  5. KEGOD: Kernel-enhanced Latent Substructure Learning for Graph Out-Of-Distribution Detection
    WWW 2026 ·
    Yifan Wang
    ,
    Haodong Zhang
    ,
    Zhiping Xiao
    ,
    Yusheng Zhao
    ,
    Siyu Yi
    ,
    Nan Yin
    ,
    Xinwang Liu
    , Ming Zhang,
    Wei Ju
  6. Long-Tailed Recognition of Evidential Experts for Graph-level Classification
    WWW 2026 ·
    Wei Ju
    ,
    Siyu Yi
    ,
    Zhengyang Mao
    ,
    Yifang Qin
    ,
    Yifan Wang
    ,
    Zhiping Xiao
    ,
    Yiwei Fu
    ,
    Ziyue Qiao
    , Ming Zhang
  7. SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
    ACL 2026 ·
    Yiyang Gu
    ,
    Junwei Yang
    ,
    Junyu Luo
    ,
    Ye Yuan
    ,
    Bin Feng
    ,
    Yingce Xia
    ,
    Shufang Xie
    ,
    Kaili Liu
    ,
    Bohan Wu
    ,
    Qi Shi
    ,
    Haoran Li
    ,
    Beier Xiao
    ,
    Zhiping Xiao
    ,
    Xiao Luo
    ,
    Weizhi Zhang
    ,
    Philip S. Yu
    ,
    Zequn Liu
    , Ming Zhang
  8. Space-based Parameter Evolving with Lightweight Optimization for Graph Adaptation to Evolving Shifts
    WWW 2026 ·
    Junyu Luo
    ,
    Zixuan Ouyang
    ,
    Xiao Luo
    ,
    Hourun Li
    ,
    Zhiping Xiao
    ,
    Yifan Wang
    , Ming Zhang
  9. A Survey of RAG-Reasoning Systems in Large Language Models
    EMNLP 2025 ·
    Yangning Li
    ,
    Weizhi Zhang
    ,
    Yuyao Yang
    ,
    Wei-Chieh Huang
    ,
    Yaozu Wu
    ,
    Junyu Luo
    ,
    Yuanchen Bei
    ,
    Henry Peng Zou
    ,
    Xiao Luo
    ,
    Yusheng Zhao
    ,
    Chunkit Chan
    ,
    Yankai Chen
    ,
    Zhongfen Deng
    ,
    Yinghui Li
    ,
    Hai-Tao Zheng
    ,
    Dongyuan Li
    ,
    Renhe Jiang
    , Ming Zhang,
    Yangqiu Song
    ,
    Philip S. Yu
  10. A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
    ACL 2025 ·
    Junyu Luo
    ,
    Bohan Wu
    ,
    Xiao Luo
    ,
    Zhiping Xiao
    ,
    Yiqiao Jin
    ,
    Rong-Cheng Tu
    ,
    Nan Yin
    ,
    Yifan Wang
    ,
    Jingyang Yuan
    ,
    Wei Ju
    , Ming Zhang
  11. Attention Bootstrapping for Multi-Modal Test-Time Adaptation
    AAAI 2025 ·
    Yusheng Zhao
    ,
    Junyu Luo
    ,
    Xiao Luo
    ,
    Jinsheng Huang
    ,
    Jingyang Yuan
    ,
    Zhiping Xiao
    , Ming Zhang
  12. CODE: Towards Partial Label Graph Learning via Coupled Dual Separation
    ACM MM 2025 ·
    Yiyang Gu
    ,
    Taian Guo
    ,
    Hang Zhou
    ,
    Zihao Chen
    ,
    Zhiping Xiao
    ,
    Yifang Qin
    ,
    Xiao Luo
    ,
    Wei Ju
    ,
    Yifan Wang
    , Ming Zhang
  13. Cluster-guided Contrastive Class-imbalanced Graph Classification
    AAAI 2025 ·
    Wei Ju
    ,
    Zhengyang Mao
    ,
    Siyu Yi
    ,
    Yifang Qin
    ,
    Yiyang Gu
    ,
    Zhiping Xiao
    ,
    Jianhao Shen
    ,
    Ziyue Qiao
    , Ming Zhang
  14. DANCE: Dual Unbiased Expansion with Group-acquired Alignment for Out-of-distribution Graph Fairness Learning
    ICML 2025 ·
    Yifan Wang
    ,
    Hourun Li
    ,
    Ling Yue
    ,
    Zhiping Xiao
    ,
    Jia Yang
    ,
    Changling Zhou
    ,
    Wei Ju
    , Ming Zhang,
    Xiao Luo
  15. Deep Graph Clustering with Disentangled Representation Learning
    ACM MM 2025 ·
    Yifan Wang
    ,
    Yuntai Ding
    ,
    Yiyang Gu
    ,
    Ziyue Qiao
    ,
    Chong Chen
    ,
    Xian-Sheng Hua
    , Ming Zhang,
    Wei Ju
  16. DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation
    AAAI 2025 ·
    Hourun Li
    ,
    Yifan Wang
    ,
    Zhiping Xiao
    ,
    Jia Yang
    ,
    Changling Zhou
    , Ming Zhang,
    Wei Ju
  17. Dynamic Bundling with Large Language Models for Zero-Shot Inference on Text-Attributed Graphs
    NeurIPS 2025 ·
    Yusheng Zhao
    ,
    Qixin Zhang
    ,
    Xiao Luo
    ,
    Weizhi Zhang
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Philip S. Yu
    , Ming Zhang
  18. Embracing Large Language Models in Traffic Flow Forecasting
    ACL 2025 ·
    Yusheng Zhao
    ,
    Xiao Luo
    ,
    Haomin Wen
    ,
    Zhiping Xiao
    ,
    Wei Ju
    , Ming Zhang
  19. ExLM: Rethinking the Impact of [MASK] Tokens in Masked Language Models
    ICML 2025 ·
    Kangjie Zheng
    ,
    Junwei Yang
    ,
    Siyue Liang
    ,
    Bin Feng
    ,
    Zequn Liu
    ,
    Wei Ju
    ,
    Zhiping Xiao
    , Ming Zhang
  20. FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
    ACL 2025 ·
    Junyu Luo
    ,
    Zhizhuo Kou
    ,
    Liming Yang
    ,
    Xiao Luo
    ,
    Jinsheng Huang
    ,
    Zhiping Xiao
    ,
    Jingshu Peng
    ,
    Chengzhong Liu
    ,
    Jiaming Ji
    ,
    Xuanzhe Liu
    ,
    Sirui Han
    , Ming Zhang,
    Yike Guo
  21. Future Matters for Present: Towards Effective Physical Simulation over Meshes
    SIGKDD 2025 ·
    Xiao Luo
    ,
    Junyu Luo
    ,
    Huiyu Jiang
    ,
    Hang Zhou
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Carl Ji Yang
    , Ming Zhang,
    Yizhou Sun
  22. GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model
    AAAI 2025 ·
    Yifang Qin
    ,
    Jiaxuan Xie
    ,
    Zhiping Xiao
    , Ming Zhang
  23. HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning
    EMNLP 2025 ·
    Ruochang Li
    ,
    Xiao Luo
    ,
    Zhiping Xiao
    ,
    Wei Ju
    , Ming Zhang
  24. How Do Large Language Models Perform in Dynamical System Modeling
    NAACL 2025 ·
    Xiao Luo
    ,
    Binqi Chen
    ,
    Haixin Wang
    ,
    Zhiping Xiao
    , Ming Zhang,
    Yizhou Sun
  25. MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation
    NAACL 2025 ·
    Jinsheng Huang
    ,
    Liang Chen
    ,
    Taian Guo
    ,
    Fu Zeng
    ,
    Yusheng Zhao
    ,
    Bohan Wu
    ,
    Ye Yuan
    ,
    Haozhe Zhao
    ,
    Zhihui Guo
    ,
    Yichi Zhang
    ,
    Jingyang Yuan
    ,
    Wei Ju
    ,
    Luchen Liu
    ,
    Tianyu Liu
    ,
    Baobao Chang
    , Ming Zhang
  26. Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness
    EMNLP 2025 ·
    Yusheng Zhao
    ,
    Xiao Luo
    ,
    Junyu Luo
    ,
    Weizhi Zhang
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Philip S. Yu
    , Ming Zhang
  27. Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
    ACL 2025 ·
    Jingyang Yuan
    ,
    Huazuo Gao
    ,
    Damai Dai
    ,
    Junyu Luo
    ,
    Liang Zhao
    ,
    Zhengyan Zhang
    ,
    Zhenda Xie
    ,
    Yuxing Wei
    ,
    Lean Wang
    ,
    Zhiping Xiao
    ,
    Yuqing Wang
    ,
    Chong Ruan
    , Ming Zhang,
    Wenfeng Liang
    ,
    Wangding Zeng
  28. QuizWhiz: An End-to-End AI-Powered Educational Platform for K-12 Intelligent Tutoring and Teaching Analytics
    ICDM 2025 ·
    Haiyi Liu
    ,
    Yifang Qin
    , Ming Zhang
  29. SEGA: Shaping Semantic Geometry for Robust Hashing under Noisy Supervision
    NeurIPS 2025 ·
    Yiyang Gu
    ,
    Bohan Wu
    ,
    Qinghua Ran
    ,
    Rong-Cheng Tu
    ,
    Xiao Luo
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Dacheng Tao
    , Ming Zhang
  30. SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
    ICLR 2025 ·
    Kangjie Zheng
    ,
    Siyue Liang
    ,
    Junwei Yang
    ,
    Bin Feng
    ,
    Zequn Liu
    ,
    Wei Ju
    ,
    Zhiping Xiao
    , Ming Zhang
  31. Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification
    ACL 2025 ·
    Chengwu Liu
    ,
    Ye Yuan
    ,
    Yichun Yin
    ,
    Yan Xu
    ,
    Xin Xu
    ,
    Zaoyu Chen
    ,
    Yasheng Wang
    ,
    Lifeng Shang
    ,
    Qun Liu
    , Ming Zhang
  32. Semi-supervised Fine-tuning for Large Language Models
    NAACL 2025 ·
    Junyu Luo
    ,
    Xiao Luo
    ,
    Xiusi Chen
    ,
    Zhiping Xiao
    ,
    Wei Ju
    , Ming Zhang
  33. Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation
    ICML 2025 ·
    Junyu Luo
    ,
    Yuhao Tang
    ,
    Yiwei Fu
    ,
    Xiao Luo
    ,
    Zhizhuo Kou
    ,
    Zhiping Xiao
    ,
    Wei Ju
    ,
    Wentao Zhang
    , Ming Zhang
  34. TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs
    AAAI 2025 ·
    Yusheng Zhao
    ,
    Changhu Wang
    ,
    Xiao Luo
    ,
    Junyu Luo
    ,
    Wei Ju
    ,
    Zhiping Xiao
    , Ming Zhang
  35. Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes
    ICML 2025 ·
    Yusheng Zhao
    ,
    Qixin Zhang
    ,
    Xiao Luo
    ,
    Junyu Luo
    ,
    Wei Ju
    ,
    Zhiping Xiao
    , Ming Zhang
  36. A Survey of Data-Efficient Graph Learning
    IJCAI 2024 ·
    Wei Ju
    ,
    Siyu Yi
    ,
    Yifan Wang
    ,
    Qingqing Long
    ,
    Junyu Luo
    ,
    Zhiping Xiao
    , Ming Zhang
  37. EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
    NeurIPS 2024 ·
    Jingyang Yuan
    ,
    Gongbo Sun
    ,
    Zhiping Xiao
    ,
    Hang Zhou
    ,
    Xiao Luo
    ,
    Junyu Luo
    ,
    Yusheng Zhao
    ,
    Wei Ju
    , Ming Zhang
  38. ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
    ICML 2024 ·
    Kangjie Zheng
    ,
    Siyu Long
    ,
    Tianyu Lu
    ,
    Junwei Yang
    ,
    Xinyu Dai
    , Ming Zhang,
    Zaiqing Nie
    ,
    Wei-Ying Ma
    ,
    Hao Zhou
  39. Hypergraph-enhanced Dual Semi-supervised Graph Classification
    ICML 2024 ·
    Wei Ju
    ,
    Zhengyang Mao
    ,
    Siyu Yi
    ,
    Yifang Qin
    ,
    Yiyang Gu
    ,
    Zhiping Xiao
    ,
    Yifan Wang
    ,
    Xiao Luo
    , Ming Zhang
  40. Measuring Social Norms of Large Language Models
    NAACL 2024 ·
    Ye Yuan
    ,
    Kexin Tang
    ,
    Jianhao Shen
    , Ming Zhang,
    Chenguang Wang
  41. Measuring Vision-Language STEM Skills of Neural Models
    ICLR 2024 ·
    Jianhao Shen
    ,
    Ye Yuan
    ,
    Srbuhi Mirzoyan
    , Ming Zhang,
    Chenguang Wang
  42. Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
    ICML 2024 ·
    Junwei Yang
    ,
    Kangjie Zheng
    ,
    Siyu Long
    ,
    Zaiqing Nie
    , Ming Zhang,
    Xinyu Dai
    ,
    Wei-Ying Ma
    ,
    Hao Zhou
  43. PGODE: Towards High-quality System Dynamics Modeling
    ICML 2024 ·
    Xiao Luo
    ,
    Yiyang Gu
    ,
    Huiyu Jiang
    ,
    Hang Zhou
    ,
    Jinsheng Huang
    ,
    Wei Ju
    ,
    Zhiping Xiao
    , Ming Zhang,
    Yizhou Sun
  44. Preparing Lessons for Progressive Training on Language Models
    AAAI 2024 ·
    Yu Pan
    ,
    Ye Yuan
    ,
    Yichun Yin
    ,
    Jiaxin Shi
    ,
    Zenglin Xu
    , Ming Zhang,
    Lifeng Shang
    ,
    Xin Jiang
    ,
    Qun Liu
  45. Rank and Align: Towards Effective Source-free Graph Domain Adaptation
    IJCAI 2024 ·
    Junyu Luo
    ,
    Zhiping Xiao
    ,
    Yifan Wang
    ,
    Xiao Luo
    ,
    Jingyang Yuan
    ,
    Wei Ju
    ,
    Langechuan Liu
    , Ming Zhang