PPaperPicks

Wei Ju

Sichuan University, College of Computer Science, Chengdu, China

38 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9657-951X ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Ming Zhang
×27
Zhiping Xiao
×25
Xiao Luo
×24
Yifan Wang
×19
Junyu Luo
×13
Siyu Yi
×9
Yusheng Zhao
×9
Ziyue Qiao
×8
Yiyang Gu
×7
Yifang Qin
×5
Tao Ren
×5
Bohan Wu
×4

Papers

  1. Calibrating Inference Time Alignment with Sequence-level Risk Accumulation
    ACL 2026 ·
    Shanwen Tan
    ,
    Ziyang Dong
    , Wei Ju,
    Yiwei Fu
    ,
    Hao Wu
    ,
    Kun Wang
    ,
    Yifan Wang
    ,
    Ziyue Qiao
  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. DANCE: Diversity-attended Dynamic Caching with Asymmetric Quantization for Test-time Adaptation of Vision-Language Models
    ACL 2026 ·
    Shunge Zou
    ,
    Changhu Wang
    , Wei Ju,
    Ziyue Qiao
    ,
    Xiao Luo
  4. DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain Adaptation
    SIGKDD 2026 ·
    Haodong Zhang
    ,
    Tao Ren
    ,
    Changhu Wang
    ,
    Yifan Wang
    , Wei Ju,
    Huaizhi Tang
    ,
    Junyu Luo
    ,
    Zimo Wang
    ,
    Ziyue Qiao
    ,
    Xian-Sheng Hua
    ,
    Xiao Luo
  5. Dual Data-centric Separation with Circular Mixup for Noise-resistant Time Series Learning
    SIGKDD 2026 ·
    Yuhang Pei
    ,
    Fanchun Meng
    ,
    Qinghua Ran
    ,
    Tao Ren
    ,
    Yifan Wang
    , Wei Ju,
    Zimo Wang
    ,
    Xian-Sheng Hua
    ,
    Xiao Luo
  6. Evidence-aware Integration and Domain Identification of Spatial Transcriptomics Data
    AAAI 2026 ·
    Wei Zhang
    ,
    Siyu Yi
    ,
    Lezhi Chen
    ,
    Yifan Wang
    ,
    Ziyue Qiao
    ,
    Yongdao Zhou
    , Wei Ju
  7. FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering
    AAAI 2026 ·
    Haodong Zhang
    ,
    Xinyue Wang
    ,
    Tao Ren
    ,
    Yifan Wang
    ,
    Siyu Yi
    ,
    Fanchun Meng
    ,
    Zeyu Ma
    ,
    Qingqing Long
    , Wei Ju
  8. 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
  9. 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
  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. 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
  12. 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
  13. 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
  14. DATE: Dual Prompt Learning with Information Bottleneck for Graph Out-of-Distribution Generalization
    ACM MM 2025 ·
    Jiayi Zeng
    ,
    Tao Ren
    ,
    Changhu Wang
    ,
    Yifan Wang
    , Wei Ju,
    Zhipeng Sun
    ,
    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. Dual Prototype-Enhanced Contrastive Framework for Class-Imbalanced Graph Domain Adaptation
    NeurIPS 2025 ·
    Xin Ma
    ,
    Yifan Wang
    ,
    Siyu Yi
    , Wei Ju,
    Junyu Luo
    ,
    Yusheng Zhao
    ,
    Xiao Luo
    ,
    Jiancheng Lv
  18. 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
  19. Embracing Large Language Models in Traffic Flow Forecasting
    ACL 2025 ·
    Yusheng Zhao
    ,
    Xiao Luo
    ,
    Haomin Wen
    ,
    Zhiping Xiao
    , Wei Ju,
    Ming Zhang
  20. 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
  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. 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
  23. LEAF: Large Language Diffusion Model for Time Series Forecasting
    EMNLP 2025 ·
    Yuhang Pei
    ,
    Tao Ren
    ,
    Yifan Wang
    ,
    Zhipeng Sun
    , Wei Ju,
    Chong Chen
    ,
    XianSheng Hua
    ,
    Xiao Luo
  24. 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
  25. 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
  26. PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment
    IJCAI 2025 ·
    Xin Ma
    ,
    Yifan Wang
    ,
    Siyu Yi
    , Wei Ju,
    Bei Wu
    ,
    Ziyue Qiao
    ,
    Chenwei Tang
    ,
    Jiancheng Lv
  27. 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
  28. 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
  29. Semi-supervised Fine-tuning for Large Language Models
    NAACL 2025 ·
    Junyu Luo
    ,
    Xiao Luo
    ,
    Xiusi Chen
    ,
    Zhiping Xiao
    , Wei Ju,
    Ming Zhang
  30. 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
  31. 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
  32. 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
  33. A Survey of Data-Efficient Graph Learning
    IJCAI 2024 · Wei Ju,
    Siyu Yi
    ,
    Yifan Wang
    ,
    Qingqing Long
    ,
    Junyu Luo
    ,
    Zhiping Xiao
    ,
    Ming Zhang
  34. 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
  35. 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
  36. MOAT: Graph Prompting for 3D Molecular Graphs
    CIKM 2024 ·
    Qingqing Long
    ,
    Yuchen Yan
    ,
    Wentao Cui
    , Wei Ju,
    Zhihong Zhu
    ,
    Yuanchun Zhou
    ,
    Xuezhi Wang
    ,
    Meng Xiao
  37. 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
  38. 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