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Wen Zhang

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

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

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Venues

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

Frequent coauthors

Yichi Zhang
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Zhiqiang Liu
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Lingbing Guo
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Yushan Zhu
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Junjie Wang
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Xiaoke Guo
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Yin Hua
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Songze Li
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Lei Liang
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Zhaoyan Gong
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Mingyang Chen
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Jiawei Meng
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Papers

  1. ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering
    ACL 2026 ·
    Xiaoke Guo
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  2. Self-Correction Distillation for Structured Data Question Answering
    AAAI 2026 ·
    Yushan Zhu
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  3. Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images
    ACL 2026 ·
    Yichi Zhang
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  4. UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction
    AAAI 2026 ·
    Zhiqiang Liu
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  5. Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation
    ACM MM 2025 ·
    Yichi Zhang
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  6. Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
    ACL 2025 ·
    Yin Hua
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  7. Client-Server Co-design with Multi-modal Codebooks Makes Better and Faster Federate Knowledge Sharing
    ACM MM 2025 ·
    Yichi Zhang
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  8. Croppable Knowledge Graph Embedding
    ACL 2025 ·
    Yushan Zhu
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  9. Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
    EMNLP 2025 ·
    Songze Li
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  10. Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
    ACL 2025 ·
    Yichi Zhang
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  11. K-ON: Stacking Knowledge on the Head Layer of Large Language Model
    AAAI 2025 ·
    Lingbing Guo
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  12. KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
    WWW 2025 ·
    Lei Liang
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  13. Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
    ICLR 2025 ·
    Yichi Zhang
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  14. OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
    WWW 2025 ·
    Zhiqiang Liu
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  15. RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
    EMNLP 2025 ·
    Zhaoyan Gong
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  16. ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
    NeurIPS 2025 ·
    Mingyang Chen
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  17. SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
    EMNLP 2025 ·
    Zhiqiang Liu
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  18. Text-to-Image Generation with Multi-modal Knowledge Graph Construction and Retrieval
    ACM MM 2025 ·
    Jiawei Meng
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  19. Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation
    AAAI 2025 ·
    Yichi Zhang
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  20. TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
    AAAI 2025 · Wen Zhang
  21. InBox: Recommendation with Knowledge Graph using Interest Box Embedding
    VLDB 2024 ·
    Zezhong Xu
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  22. Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs
    SIGKDD 2024 ·
    Junjie Wang
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  23. Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
    ACL 2024 ·
    Yichi Zhang
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  24. Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
    EMNLP 2024 ·
    Junjie Wang
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  25. MKGL: Mastery of a Three-Word Language
    NeurIPS 2024 ·
    Lingbing Guo
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  26. Making Large Language Models Perform Better in Knowledge Graph Completion
    ACM MM 2024 ·
    Yichi Zhang
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  27. NativE: Multi-modal Knowledge Graph Completion in the Wild
    SIGIR 2024 ·
    Yichi Zhang
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  28. Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
    ICLR 2024 ·
    Lingbing Guo
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  29. Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-Modal Structured Representations
    AAAI 2024 ·
    Yufeng Huang
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