PPaperPicks

Wen Zhang

Zhejiang University, College of Computer Science and Technology, Hangzhou, China

29 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8429-9326 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×6ACL ×6ACM MM ×4EMNLP ×4ICLR ×2NeurIPS ×2WWW ×2SIGIR ×1SIGKDD ×1VLDB ×1

Frequent coauthors

Huajun Chen
×25
Zhuo Chen
×14
Yichi Zhang
×13
Lingbing Guo
×11
Zhiqiang Liu
×10
Lei Liang
×10
Mengshu Sun
×7
Yajing Xu
×7
Binbin Hu
×6
Mingyang Chen
×5
Zhiqiang Zhang
×5
Yin Hua
×4

Papers

  1. ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering
    ACL 2026 ·
    Xiaoke Guo
    ,
    Songze Li
    ,
    Zhiqiang Liu
    ,
    Zhaoyan Gong
    ,
    Yuanxiang Liu
    ,
    Huajun Chen
    , Wen Zhang
  2. Self-Correction Distillation for Structured Data Question Answering
    AAAI 2026 ·
    Yushan Zhu
    , Wen Zhang,
    Long Jin
    ,
    Mengshu Sun
    ,
    Ling Zhong
    ,
    Zhiqiang Liu
    ,
    Juan Li
    ,
    Lei Liang
    ,
    Chong Long
    ,
    Chao Deng
    ,
    Junlan Feng
  3. Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images
    ACL 2026 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lingbing Guo
    , Wen Zhang,
    Huajun Chen
  4. UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction
    AAAI 2026 ·
    Zhiqiang Liu
    ,
    Yin Hua
    ,
    Mingyang Chen
    ,
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lei Liang
    , Wen Zhang
  5. Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation
    ACM MM 2025 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lingbing Guo
    ,
    Yajing Xu
    ,
    Min Zhang
    , Wen Zhang,
    Huajun Chen
  6. Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
    ACL 2025 ·
    Yin Hua
    ,
    Zhiqiang Liu
    ,
    Mingyang Chen
    ,
    Zheng Fang
    ,
    Chi Man Wong
    ,
    Lingxiao Li
    ,
    Chi-Man Vong
    ,
    Huajun Chen
    , Wen Zhang
  7. Client-Server Co-design with Multi-modal Codebooks Makes Better and Faster Federate Knowledge Sharing
    ACM MM 2025 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lingbing Guo
    ,
    Yajing Xu
    ,
    Lei Liang
    , Wen Zhang,
    Huajun Chen
  8. Croppable Knowledge Graph Embedding
    ACL 2025 ·
    Yushan Zhu
    , Wen Zhang,
    Zhiqiang Liu
    ,
    Mingyang Chen
    ,
    Lei Liang
    ,
    Huajun Chen
  9. Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
    EMNLP 2025 ·
    Songze Li
    ,
    Zhiqiang Liu
    ,
    Zhengke Gui
    ,
    Huajun Chen
    , Wen Zhang
  10. Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
    ACL 2025 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lingbing Guo
    ,
    Yajing Xu
    ,
    Shaokai Chen
    ,
    Mengshu Sun
    ,
    Binbin Hu
    ,
    Zhiqiang Zhang
    ,
    Lei Liang
    , Wen Zhang,
    Huajun Chen
  11. K-ON: Stacking Knowledge on the Head Layer of Large Language Model
    AAAI 2025 ·
    Lingbing Guo
    ,
    Yichi Zhang
    ,
    Zhongpu Bo
    ,
    Zhuo Chen
    ,
    Mengshu Sun
    ,
    Zhiqiang Zhang
    , Wen Zhang,
    Huajun Chen
  12. KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
    WWW 2025 ·
    Lei Liang
    ,
    Zhongpu Bo
    ,
    Zhengke Gui
    ,
    Zhongshu Zhu
    ,
    Ling Zhong
    ,
    Peilong Zhao
    ,
    Mengshu Sun
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
    ,
    Wenguang Chen
    , Wen Zhang,
    Huajun Chen
  13. Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
    ICLR 2025 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lingbing Guo
    ,
    Yajing Xu
    ,
    Binbin Hu
    ,
    Ziqi Liu
    , Wen Zhang,
    Huajun Chen
  14. OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
    WWW 2025 ·
    Zhiqiang Liu
    ,
    Chengtao Gan
    ,
    Junjie Wang
    ,
    Yichi Zhang
    ,
    Zhongpu Bo
    ,
    Mengshu Sun
    ,
    Huajun Chen
    , Wen Zhang
  15. RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
    EMNLP 2025 ·
    Zhaoyan Gong
    ,
    Juan Li
    ,
    Zhiqiang Liu
    ,
    Lei Liang
    ,
    Huajun Chen
    , Wen Zhang
  16. ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
    NeurIPS 2025 ·
    Mingyang Chen
    ,
    Linzhuang Sun
    ,
    Tianpeng Li
    ,
    Haoze Sun
    ,
    Yijie Zhou
    ,
    Chenzheng Zhu
    ,
    Haofen Wang
    ,
    Jeff Z. Pan
    , Wen Zhang,
    Huajun Chen
    ,
    Fan Yang
    ,
    Zenan Zhou
    ,
    Weipeng Chen
  17. SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
    EMNLP 2025 ·
    Zhiqiang Liu
    ,
    Enpei Niu
    ,
    Yin Hua
    ,
    Mengshu Sun
    ,
    Lei Liang
    ,
    Huajun Chen
    , Wen Zhang
  18. Text-to-Image Generation with Multi-modal Knowledge Graph Construction and Retrieval
    ACM MM 2025 ·
    Jiawei Meng
    ,
    Zhengmao Yang
    ,
    Zhiqiang Liu
    ,
    Shaokai Chen
    ,
    Zhizhen Liu
    , Wen Zhang,
    Huajun Chen
  19. Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation
    AAAI 2025 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lingbing Guo
    ,
    Yajing Xu
    ,
    Binbin Hu
    ,
    Ziqi Liu
    , Wen Zhang,
    Huajun Chen
  20. TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
    AAAI 2025 · Wen Zhang,
    Long Jin
    ,
    Yushan Zhu
    ,
    Jiaoyan Chen
    ,
    Zhiwei Huang
    ,
    Junjie Wang
    ,
    Yin Hua
    ,
    Lei Liang
    ,
    Huajun Chen
  21. InBox: Recommendation with Knowledge Graph using Interest Box Embedding
    VLDB 2024 ·
    Zezhong Xu
    ,
    Yincen Qu
    , Wen Zhang,
    Lei Liang
    ,
    Huajun Chen
  22. Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs
    SIGKDD 2024 ·
    Junjie Wang
    ,
    Dan Yang
    ,
    Binbin Hu
    ,
    Yue Shen
    , Wen Zhang,
    Jinjie Gu
  23. Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
    ACL 2024 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Yin Fang
    ,
    Yanxi Lu
    ,
    Fangming Li
    , Wen Zhang,
    Huajun Chen
  24. Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
    EMNLP 2024 ·
    Junjie Wang
    ,
    Mingyang Chen
    ,
    Binbin Hu
    ,
    Dan Yang
    ,
    Ziqi Liu
    ,
    Yue Shen
    ,
    Peng Wei
    ,
    Zhiqiang Zhang
    ,
    Jinjie Gu
    ,
    Jun Zhou
    ,
    Jeff Z. Pan
    , Wen Zhang,
    Huajun Chen
  25. MKGL: Mastery of a Three-Word Language
    NeurIPS 2024 ·
    Lingbing Guo
    ,
    Zhongpu Bo
    ,
    Zhuo Chen
    ,
    Yichi Zhang
    ,
    Jiaoyan Chen
    ,
    Yarong Lan
    ,
    Mengshu Sun
    ,
    Zhiqiang Zhang
    ,
    Yangyifei Luo
    ,
    Qian Li
    ,
    Qiang Zhang
    , Wen Zhang,
    Huajun Chen
  26. Making Large Language Models Perform Better in Knowledge Graph Completion
    ACM MM 2024 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lingbing Guo
    ,
    Yajing Xu
    , Wen Zhang,
    Huajun Chen
  27. NativE: Multi-modal Knowledge Graph Completion in the Wild
    SIGIR 2024 ·
    Yichi Zhang
    ,
    Zhuo Chen
    ,
    Lingbing Guo
    ,
    Yajing Xu
    ,
    Binbin Hu
    ,
    Ziqi Liu
    , Wen Zhang,
    Huajun Chen
  28. Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
    ICLR 2024 ·
    Lingbing Guo
    ,
    Zhuo Chen
    ,
    Jiaoyan Chen
    ,
    Yin Fang
    , Wen Zhang,
    Huajun Chen
  29. Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations
    AAAI 2024 ·
    Yufeng Huang
    ,
    Jiji Tang
    ,
    Zhuo Chen
    ,
    Rongsheng Zhang
    ,
    Xinfeng Zhang
    ,
    Weijie Chen
    ,
    Zeng Zhao
    ,
    Zhou Zhao
    ,
    Tangjie Lv
    ,
    Zhipeng Hu
    , Wen Zhang