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Xiao Huang

Hong Kong Polytechnic University, Department of Computing, Hong Kong

33 papers at tracked venues · 26 at CORE A* · active 2024–2026

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Venues

ACL ×9NeurIPS ×4WWW ×4AAAI ×3ICML ×3IJCAI ×3SIGKDD ×3EMNLP ×2AAMAS ×1CIKM ×1

Frequent coauthors

Chuang Zhou
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Huachi Zhou
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Shengyuan Chen
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Qinggang Zhang
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Zijin Hong
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Pengdeng Li
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Junnan Dong
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Xinrun Wang
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Junzhe Jiang
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Luyao Zhuang
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Yilin Xiao
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Qijie Shen
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Papers

  1. Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions
    AAAI 2026 ·
    Zijin Hong
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  2. Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG
    ACL 2026 ·
    Chuang Zhou
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  3. FinMaster: A Holistic Benchmark for Full-Pipeline Financial Management with Large Language Models
    ACL 2026 ·
    Junzhe Jiang
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  4. LLM Collaborative Filtering: User-Item Graph as New Language
    AAAI 2026 ·
    Huachi Zhou
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  5. LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval
    WWW 2026 ·
    Luyao Zhuang
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  6. LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation
    ACL 2026 ·
    Yilin Xiao
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  7. Query-Aware Knowledge Retrieval via Hyperbolic Structuring
    ACL 2026 ·
    Chuang Zhou
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  8. You Don't Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
    AAAI 2026 ·
    Shengyuan Chen
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  9. AliBoost: Ecological Boosting Framework in Alibaba Platform
    SIGKDD 2025 ·
    Qijie Shen
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  10. Each graph is a new language: Graph Learning with LLMs
    ACL 2025 ·
    Huachi Zhou
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  11. Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning
    EMNLP 2025 ·
    Chang Yang
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  12. NeuSymEA: Neuro-symbolic Entity Alignment via Variational Inference
    NeurIPS 2025 ·
    Shengyuan Chen
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  13. Retrieval Augmented Zero-Shot Enzyme Generation for Specified Substrate
    ICML 2025 ·
    Jiahe Du
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  14. Structure-Guided Large Language Models for Text-to-SQL Generation
    ICML 2025 ·
    Qinggang Zhang
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  15. Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation
    ACL 2025 ·
    Chuang Zhou
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  16. Configurable Mirror Descent: Towards a Unification of Decision Making
    ICML 2024 ·
    Pengdeng Li
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  17. Cost-efficient Knowledge-based Question Answering with Large Language Models
    NeurIPS 2024 ·
    Junnan Dong
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  18. Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation
    WWW 2024 ·
    Xuansheng Wu
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  19. Denoising-Aware Contrastive Learning for Noisy Time Series
    IJCAI 2024 ·
    Shuang Zhou
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  20. Enhancing Explainable Rating Prediction through Annotated Macro Concepts
    ACL 2024 ·
    Huachi Zhou
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  21. Entity Alignment with Noisy Annotations from Large Language Models
    NeurIPS 2024 ·
    Shengyuan Chen
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  22. Feedback Reciprocal Graph Collaborative Filtering
    CIKM 2024 ·
    Weijun Chen
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  23. KnowGPT: Knowledge Graph based Prompting for Large Language Models
    NeurIPS 2024 ·
    Qinggang Zhang
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  24. Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
    ACL 2024 ·
    Zijin Hong
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  25. Large Language Models for Graph Learning
    WWW 2024 ·
    Yujuan Ding
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  26. Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion
    SIGKDD 2024 ·
    Qinggang Zhang
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  27. Macro Graph Neural Networks for Online Billion-Scale Recommender Systems
    WWW 2024 ·
    Hao Chen
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  28. Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering
    ACL 2024 ·
    Junnan Dong
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  29. Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks
    SIGKDD 2024 ·
    Yijie Zhang
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  30. QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware
    EMNLP 2024 ·
    Chuang Zhou
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  31. Reinforcement Nash Equilibrium Solver
    AAMAS 2024 ·
    Xinrun Wang
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  32. Reinforcement Nash Equilibrium Solver
    IJCAI 2024 ·
    Xinrun Wang
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  33. Self-adaptive PSRO: Towards an Automatic Population-based Game Solver
    IJCAI 2024 ·
    Pengdeng Li
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