PPaperPicks

Zhiping Xiao

University of Washington, Seattle, WA, USA

34 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8583-4789 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×6ICML ×6ACL ×5WWW ×4NeurIPS ×3EMNLP ×2IJCAI ×2NAACL ×2ACM MM ×1ICLR ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Ming Zhang
×33
Wei Ju
×25
Xiao Luo
×25
Junyu Luo
×16
Yifan Wang
×10
Yiyang Gu
×8
Yusheng Zhao
×8
Yifang Qin
×6
Bohan Wu
×5
Siyu Yi
×5
Jingyang Yuan
×5
Rong-Cheng Tu
×4

Papers

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. Attention Bootstrapping for Multi-Modal Test-Time Adaptation
    AAAI 2025 ·
    Yusheng Zhao
    ,
    Junyu Luo
    ,
    Xiao Luo
    ,
    Jinsheng Huang
    ,
    Jingyang Yuan
    , Zhiping Xiao,
    Ming Zhang
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. Embracing Large Language Models in Traffic Flow Forecasting
    ACL 2025 ·
    Yusheng Zhao
    ,
    Xiao Luo
    ,
    Haomin Wen
    , Zhiping Xiao,
    Wei Ju
    ,
    Ming Zhang
  15. 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
  16. 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
  17. 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
  18. GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model
    AAAI 2025 ·
    Yifang Qin
    ,
    Jiaxuan Xie
    , Zhiping Xiao,
    Ming Zhang
  19. 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
  20. How Do Large Language Models Perform in Dynamical System Modeling
    NAACL 2025 ·
    Xiao Luo
    ,
    Binqi Chen
    ,
    Haixin Wang
    , Zhiping Xiao,
    Ming Zhang
    ,
    Yizhou Sun
  21. 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
  22. 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
  23. 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
  24. 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
  25. Semi-supervised Fine-tuning for Large Language Models
    NAACL 2025 ·
    Junyu Luo
    ,
    Xiao Luo
    ,
    Xiusi Chen
    , Zhiping Xiao,
    Wei Ju
    ,
    Ming Zhang
  26. 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
  27. 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
  28. 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
  29. A Survey of Data-Efficient Graph Learning
    IJCAI 2024 ·
    Wei Ju
    ,
    Siyu Yi
    ,
    Yifan Wang
    ,
    Qingqing Long
    ,
    Junyu Luo
    , Zhiping Xiao,
    Ming Zhang
  30. 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
  31. Fast Inference of Removal-Based Node Influence
    WWW 2024 ·
    Weikai Li
    , Zhiping Xiao,
    Xiao Luo
    ,
    Yizhou Sun
  32. 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
  33. 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
  34. 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