PPaperPicks

Wenqiao Zhang

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

Venues

Frequent coauthors

Siliang Tang
×18
Yueting Zhuang
×16
Juncheng Li
×13
Jun Xiao
×7
Shengyu Zhang
×7
Zheqi Lv
×7
Tianwei Lin
×5
Yuqian Yuan
×5
Fei Wu
×5
Minghe Gao
×5
Kun Kuang
×5
Kaihang Pan
×4

Papers

  1. CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging
    ACL 2026 ·
    Jie Cao
    ,
    Zhenxuan Fan
    ,
    Zhuonan Wang
    ,
    Tianwei Lin
    ,
    Ziyuan Zhao
    ,
    Rolan Yan
    , Wenqiao Zhang,
    Feifei Shao
    ,
    Hongwei Wang
    ,
    Jun Xiao
    ,
    Siliang Tang
  2. Evolving Generalist Virtual Agents with Generative and Associative Memory
    AAAI 2026 ·
    Zhenkui Zhang
    ,
    Wendong Bu
    ,
    Kaihang Pan
    ,
    Bingchen Miao
    , Wenqiao Zhang,
    Guoming Wang
    ,
    Wei Ji
    ,
    Rui Tang
    ,
    Juncheng Li
    ,
    Siliang Tang
  3. MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation
    AAAI 2026 ·
    Zhuonan Wang
    ,
    Zhenxuan Fan
    ,
    Siwen Tan
    ,
    Yu Zhong
    ,
    Yuqian Yuan
    ,
    Haoyuan Li
    ,
    Hao Jiang
    , Wenqiao Zhang,
    Feifei Shao
    ,
    Hongwei Wang
    ,
    Jun Xiao
  4. MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models
    ACL 2026 ·
    Jie Cao
    ,
    Tianwei Lin
    ,
    Bo Yuan
    ,
    Rolan Yan
    ,
    Hongyang He
    , Wenqiao Zhang,
    Juncheng Li
    ,
    Dongping Zhang
    ,
    Siliang Tang
    ,
    Yueting Zhuang
  5. PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models
    ACL 2026 ·
    Haoyu Zheng
    ,
    Yun Zhu
    ,
    Yuqian Yuan
    ,
    Bo Yuan
    , Wenqiao Zhang,
    Siliang Tang
    ,
    Jun Xiao
  6. Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs
    WWW 2026 ·
    Zhaoyu Fan
    ,
    Kaihang Pan
    ,
    Mingze Zhou
    ,
    Bosheng Qin
    ,
    Juncheng Li
    ,
    Shengyu Zhang
    , Wenqiao Zhang,
    Siliang Tang
    ,
    Fei Wu
    ,
    Yueting Zhuang
  7. Align²LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation
    ACL 2025 ·
    Hongzhe Huang
    ,
    Jiang Liu
    ,
    Zhewen Yu
    ,
    Li Cai
    ,
    Dian Jiao
    , Wenqiao Zhang,
    Siliang Tang
    ,
    Juncheng Li
    ,
    Hao Jiang
    ,
    Haoyuan Li
    ,
    Yueting Zhuang
  8. Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
    ICML 2025 ·
    Bingchen Miao
    ,
    Yang Wu
    ,
    Minghe Gao
    ,
    Qifan Yu
    ,
    Wendong Bu
    , Wenqiao Zhang,
    Yunfei Li
    ,
    Siliang Tang
    ,
    Tat-Seng Chua
    ,
    Juncheng Li
  9. Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation
    SIGKDD 2025 ·
    Zheqi Lv
    ,
    Tianyu Zhan
    ,
    Wenjie Wang
    ,
    Xinyu Lin
    ,
    Shengyu Zhang
    , Wenqiao Zhang,
    Jiwei Li
    ,
    Kun Kuang
    ,
    Fei Wu
  10. EOC-Bench: Can MLLMs Identify, Recall, and Forecast Objects in an Egocentric World?
    NeurIPS 2025 ·
    Yuqian Yuan
    ,
    Ronghao Dang
    ,
    Long Li
    ,
    Wentong Li
    ,
    Dian Jiao
    ,
    Xin Li
    ,
    Deli Zhao
    ,
    Fan Wang
    , Wenqiao Zhang,
    Jun Xiao
    ,
    Yueting Zhuang
  11. EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model
    ACM MM 2025 ·
    Sijing Li
    ,
    Tianwei Lin
    ,
    Lingshuai Lin
    , Wenqiao Zhang,
    Jiang Liu
    ,
    Xiaoda Yang
    ,
    Juncheng Li
    ,
    Yucheng He
    ,
    Xiaohui Song
    ,
    Jun Xiao
    ,
    Yueting Zhuang
    ,
    Beng Chin Ooi
  12. HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
    ICML 2025 ·
    Tianwei Lin
    , Wenqiao Zhang,
    Sijing Li
    ,
    Yuqian Yuan
    ,
    Binhe Yu
    ,
    Haoyuan Li
    ,
    Wanggui He
    ,
    Hao Jiang
    ,
    Mengze Li
    ,
    Xiaohui Song
    ,
    Siliang Tang
    ,
    Jun Xiao
    ,
    Hui Lin
    ,
    Yueting Zhuang
    ,
    Beng Chin Ooi
  13. Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
    ICCV 2025 ·
    Zhiqi Ge
    ,
    Juncheng Li
    ,
    Xinglei Pang
    ,
    Minghe Gao
    ,
    Kaihang Pan
    ,
    Wang Lin
    ,
    Hao Fei
    , Wenqiao Zhang,
    Siliang Tang
    ,
    Yueting Zhuang
  14. Leveraging Invariant Principle for Heterophilic Graph Structure Distribution Shifts
    WWW 2025 ·
    Jinluan Yang
    ,
    Zhengyu Chen
    ,
    Teng Xiao
    ,
    Yong Lin
    , Wenqiao Zhang,
    Kun Kuang
  15. Mastering Collaborative Multi-Modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness
    ICCV 2025 ·
    Qifan Yu
    ,
    Zhebei Shen
    ,
    Zhongqi Yue
    ,
    Yang Wu
    ,
    Bosheng Qin
    , Wenqiao Zhang,
    Yunfei Li
    ,
    Juncheng Li
    ,
    Siliang Tang
    ,
    Yueting Zhuang
  16. Meta-Reflection: A Feedback-Free Reflection Learning Framework
    ACL 2025 ·
    Yaoke Wang
    ,
    Yun Zhu
    ,
    XintongBao XintongBao
    , Wenqiao Zhang,
    Suyang Dai
    ,
    Kehan Chen
    ,
    Wenqiang Li
    ,
    Gang Huang
    ,
    Siliang Tang
    ,
    Yueting Zhuang
  17. Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration
    AAAI 2025 ·
    Zheqi Lv
    ,
    Keming Ye
    ,
    Zishu Wei
    ,
    Qi Tian
    ,
    Shengyu Zhang
    , Wenqiao Zhang,
    Wenjie Wang
    ,
    Kun Kuang
    ,
    Tat-Seng Chua
    ,
    Fei Wu
  18. Robust Modality-Incomplete Anomaly Detection: A Modality-Instructive Framework with Benchmark
    ACM MM 2025 ·
    Bingchen Miao
    , Wenqiao Zhang,
    Juncheng Li
    ,
    Wangyu Wu
    ,
    Siliang Tang
    ,
    Zhaocheng Li
    ,
    Haochen Shi
    ,
    Jun Xiao
    ,
    Yueting Zhuang
  19. TRiCo: Triadic Game-Theoretic Co-Training for Robust Semi-Supervised Learning
    NeurIPS 2025 ·
    Hongyang He
    ,
    Xinyuan Song
    ,
    Yangfan He
    ,
    Zeyu Zhang
    ,
    Yanshu Li
    ,
    Haochen You
    ,
    Lifan Sun
    , Wenqiao Zhang
  20. Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing
    ACM MM 2025 ·
    Zheqi Lv
    , Wenqiao Zhang,
    Kairui Fu
    ,
    Qi Tian
    ,
    Shengyu Zhang
    ,
    Jiajie Su
    ,
    Jingyuan Chen
    ,
    Kun Kuang
    ,
    Fei Wu
  21. TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition
    ACL 2025 ·
    Tianwei Lin
    ,
    Jiang Liu
    , Wenqiao Zhang,
    Yang Dai
    ,
    Haoyuan Li
    ,
    Zhelun Yu
    ,
    Wanggui He
    ,
    Juncheng Li
    ,
    Jiannan Guo
    ,
    Hao Jiang
    ,
    Siliang Tang
    ,
    Yueting Zhuang
  22. VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM
    CVPR 2025 ·
    Yuqian Yuan
    ,
    Hang Zhang
    ,
    Wentong Li
    ,
    Zesen Cheng
    ,
    Boqiang Zhang
    ,
    Long Li
    ,
    Xin Li
    ,
    Deli Zhao
    , Wenqiao Zhang,
    Yueting Zhuang
    ,
    Jianke Zhu
    ,
    Lidong Bing
  23. Bridging Local Details and Global Context in Text-Attributed Graphs
    EMNLP 2024 ·
    Yaoke Wang
    ,
    Yun Zhu
    , Wenqiao Zhang,
    Yueting Zhuang
    ,
    Liyunfei
    ,
    Siliang Tang
  24. DIEM: Decomposition-Integration Enhancing Multimodal Insights
    CVPR 2024 ·
    Xinyi Jiang
    ,
    Guoming Wang
    ,
    Junhao Guo
    ,
    Juncheng Li
    , Wenqiao Zhang,
    Rongxing Lu
    ,
    Siliang Tang
  25. De-fine: Decomposing and Refining Visual Programs with Auto-Feedback
    ACM MM 2024 ·
    Minghe Gao
    ,
    Juncheng Li
    ,
    Hao Fei
    ,
    Liang Pang
    ,
    Wei Ji
    ,
    Guoming Wang
    ,
    Zheqi Lv
    , Wenqiao Zhang,
    Siliang Tang
    ,
    Yueting Zhuang
  26. Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales
    ACM MM 2024 ·
    Minghe Gao
    ,
    Shuang Chen
    ,
    Liang Pang
    ,
    Yuan Yao
    ,
    Jisheng Dang
    , Wenqiao Zhang,
    Juncheng Li
    ,
    Siliang Tang
    ,
    Yueting Zhuang
    ,
    Tat-Seng Chua
  27. Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
    ICLR 2024 ·
    Juncheng Li
    ,
    Kaihang Pan
    ,
    Zhiqi Ge
    ,
    Minghe Gao
    ,
    Wei Ji
    , Wenqiao Zhang,
    Tat-Seng Chua
    ,
    Siliang Tang
    ,
    Hanwang Zhang
    ,
    Yueting Zhuang
  28. Intelligent Model Update Strategy for Sequential Recommendation
    WWW 2024 ·
    Zheqi Lv
    , Wenqiao Zhang,
    Zhengyu Chen
    ,
    Shengyu Zhang
    ,
    Kun Kuang
  29. MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer
    WWW 2024 ·
    Dong Yao
    ,
    Jieming Zhu
    ,
    Jiahao Xun
    ,
    Shengyu Zhang
    ,
    Zhou Zhao
    ,
    Liqun Deng
    , Wenqiao Zhang,
    Zhenhua Dong
    ,
    Xin Jiang
  30. Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer
    CVPR 2024 · Wenqiao Zhang,
    Zheqi Lv
  31. Semantic Codebook Learning for Dynamic Recommendation Models
    ACM MM 2024 ·
    Zheqi Lv
    ,
    Shaoxuan He
    ,
    Tianyu Zhan
    ,
    Shengyu Zhang
    , Wenqiao Zhang,
    Jingyuan Chen
    ,
    Zhou Zhao
    ,
    Fei Wu