PPaperPicks

Chen Jason Zhang

Hong Kong Polytechnic University, Department of Computing, Hong Kong

42 papers at tracked venues · 36 at CORE A* · active 2024–2026

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Venues

ICDE ×9WWW ×7ACL ×6VLDB ×6EMNLP ×4AAAI ×2SIGMOD ×2ACM MM ×1ICLR ×1NAACL ×1NeurIPS ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Mengze Hong
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Bing Tong
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Jinwei Lu
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Zhuoyue Wan
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Shuaimin Li
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Zheng Liu
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Haoyang Li
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Wangze Ni
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Xingyuan Zeng
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Zhiyang Chen
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Weijie Sun
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Yi Sui
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Papers

  1. CiteLLM: An Agentic Platform for Trustworthy Scientific Reference Discovery
    WWW 2026 ·
    Mengze Hong
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  2. DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented Generation
    WWW 2026 ·
    Xingyuan Zeng
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  3. Demonstration of MultiVis-Agent: Interactively Generating Reliable Visualizations via Logic-Rule Agents
    SIGMOD 2026 ·
    Jinwei Lu
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  4. Empowering DINO Representations for Underwater Instance Segmentation via Aligner and Prompter
    AAAI 2026 ·
    Zhiyang Chen
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  5. GalaxyRAG: Graph Retrieval-Augmented Generation for Enterprise Knowledge Systems
    ICDE 2026 ·
    Bing Tong
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  6. MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization
    SIGMOD 2026 ·
    Jinwei Lu
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  7. Multimodal Peer Review Simulation with Actionable To-Do Recommendations for Community-Aware Manuscript Revisions
    WWW 2026 ·
    Mengze Hong
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  8. Orchestration-Free Customer Service Automation: A Privacy-Preserving and Flowchart-Guided Framework
    WWW 2026 ·
    Mengze Hong
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  9. OsmT: Bridging Openstreetmap Queries and Natural Language With Open-Source Tag-Aware Language Models
    ICDE 2026 ·
    Zhuoyue Wan
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  10. SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models
    ACL 2026 ·
    Shuaimin Li
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  11. VisPoison: An Effective Backdoor Attack Framework for Tabular Data Visualization Models
    ICDE 2026 ·
    Shuaimin Li
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  12. Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval
    ACL 2025 ·
    Zheng Liu
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  13. Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models
    EMNLP 2025 ·
    Mengze Hong
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  14. Authenticated Aggregate Queries with Boolean Range Predicates on Blockchains
    VLDB 2025 ·
    Weijie Sun
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  15. Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge
    EMNLP 2025 ·
    Yi Sui
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  16. DataVisT5: A Pre-Trained Language Model for Jointly Understanding Text and Data Visualization
    ICDE 2025 ·
    Zhuoyue Wan
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  17. Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues
    EMNLP 2025 ·
    Mengze Hong
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  18. Dialogue Language Model with Large-Scale Persona Data Engineering
    NAACL 2025 ·
    Mengze Hong
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  19. Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models
    ACL 2025 ·
    Haoyang Li
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  20. Fitting Into Any Shape: A Flexible LLM-Based Re-Ranker With Configurable Depth and Width
    WWW 2025 ·
    Zheng Liu
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  21. GalaxyView: Property Graph Transformation for Materialized View Generation
    ICDE 2025 ·
    Bing Tong
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  22. GalaxyWeaver: Autonomous Table-to-Graph Conversion and Schema Optimization with Large Language Models
    VLDB 2025 ·
    Bing Tong
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  23. HRLMS: A Data-Driven Hierarchical Reinforcement Learning System for Interactive Rule Intervention and Visualization
    ICDE 2025 ·
    Haodi Zhang
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  24. Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation
    WSDM 2025 ·
    Chenyuan Wu
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  25. MM-Prompt: Multi-modality and Multi-granularity Prompts for Few-Shot Segmentation
    ACM MM 2025 ·
    Hang Xiong
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  26. MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval
    ACL 2025 ·
    Junjie Zhou
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  27. MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation
    ACL 2025 ·
    Zhiqian Qin
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  28. QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation
    EMNLP 2025 ·
    Mengze Hong
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  29. Removal of Hallucination on Hallucination: Debate-Augmented RAG
    ACL 2025 ·
    Wentao Hu
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  30. RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction
    AAAI 2025 ·
    Zhihao Ding
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  31. Towards Robustness of Text-to-Visualization Translation Against Lexical and Phrasal Variability
    ICDE 2025 ·
    Jinwei Lu
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  32. When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction
    VLDB 2025 ·
    Haoyang Li
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  33. BoostER: Leveraging Large Language Models for Enhancing Entity Resolution
    WWW 2024 ·
    Huahang Li
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  34. CMixing: An Efficient Coin Mixing Platform to Enhance Anonymity in Cryptocurrency Transactions
    VLDB 2024 ·
    Wangze Ni
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  35. Deep Reinforcement Learning for Modelling Protein Complexes
    ICLR 2024 ·
    Ziqi Gao
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  36. Efficient Graph Embedding Generation and Update for Large-Scale Temporal Graph
    VLDB 2024 ·
    Yifan Song
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  37. Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification
    NeurIPS 2024 ·
    Yihong Luo
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  38. Galaxybase: A High Performance Native Distributed Graph Database for HTAP
    VLDB 2024 ·
    Bing Tong
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  39. Money Never Sleeps: Maximizing Liquidity Mining Yields in Decentralized Finance
    SIGKDD 2024 ·
    Wangze Ni
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  40. Privacy-Preserving Traffic Flow Release with Consistency Constraints
    ICDE 2024 ·
    Xiaoting Zhu
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  41. TrendSharing: A Framework to Discover and Follow the Trends for Shared Mobility Services
    ICDE 2024 ·
    Jiexi Zhan
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  42. Weakly Supervised Anomaly Detection via Knowledge-Data Alignment
    WWW 2024 ·
    Haihong Zhao
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