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Yi Cai

South China University of Technology, School of Software Engineering, China

40 papers at tracked venues · 35 at CORE A* · active 2024–2026

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Venues

ACL ×11AAAI ×7ACM MM ×7ICDE ×4CHI ×2EMNLP ×2IJCAI ×2CVPR ×1ICML ×1NAACL ×1NeurIPS ×1SIGIR ×1

Frequent coauthors

Jiali Chen
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Li Yuan
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Xin Wu
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Mengzhen Wang
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Jiayuan Xie
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Kaitao Lin
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Qingbao Huang
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Mingwei Lin
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ZhenChun Xu
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Fengyan Lin
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Ronghui Yang
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Junxian Liu
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Papers

  1. Beyond Maintenance: A Benchmark and Multi-Agent Framework for Repository-Usage Code Generation
    SIGIR 2026 ·
    Kaitao Lin
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  2. CADMate: Generating CAD Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards
    ACL 2026 ·
    Jiali Chen
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  3. CMIG: Conceptual Metaphor Theory-Inspired Framework for Metaphorical Image Generation
    ACL 2026 ·
    Qingbao Huang
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  4. DensityBars: A Space-Efficient Visualization for Event Temporal Distribution
    CHI 2026 ·
    Mingwei Lin
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  5. Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing
    AAAI 2026 ·
    Li Yuan
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  6. MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement
    ACL 2026 ·
    ZhenChun Xu
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  7. Open-ended Structured Question Assessment with Human-LLM Collaboration
    CHI 2026 ·
    Fengyan Lin
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  8. SRACG: A Code Generation Framework with Selective Retrieval Augmentation
    AAAI 2026 ·
    Mengzhen Wang
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  9. SeDev: Structured Semantic Exploration for LLM-Driven Code Generation
    ACL 2026 ·
    Ronghui Yang
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  10. SpecEdit: A Spectral Approach for Multi-Round Knowledge Editing
    ACL 2026 ·
    Junxian Liu
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  11. Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies
    ACL 2026 ·
    Xudong Shen
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  12. Unlocking Human-Like Visible Logic: How Logic Diagrams Boost Logic Reasoning in Large Language Models?
    ACL 2026 ·
    Xin Wu
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  13. Ad Hoc Teamwork via Offline Goal-Based Decision Transformers
    ICML 2025 ·
    Xinzhi Zhang
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  14. CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction
    ACL 2025 ·
    Jiali Chen
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  15. Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model
    NAACL 2025 ·
    Jiali Chen
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  16. Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction
    IJCAI 2025 ·
    Li Yuan
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  17. Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation
    AAAI 2025 ·
    Xin Wu
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  18. ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments
    ACM MM 2025 ·
    Jiali Chen
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  19. Explicitly Guided Difficulty-Controllable Visual Question Generation
    AAAI 2025 ·
    Jiayuan Xie
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  20. From Model Diagram to Code: A Benchmark Dataset and Multi-Agent Framework
    ACM MM 2025 ·
    Mengzhen Wang
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  21. Ground and Reconstruct: Entity-Region Bidirectional Alignment Pre-Training for Low-Resource GMNER
    ACM MM 2025 ·
    Runwei Situ
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  22. Look Around Before Locating: Considering Content and Structure Information for Visual Grounding
    AAAI 2025 ·
    Shiyi Zheng
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  23. MTRec: Learning to Align with User Preferences via Mental Reward Models
    NeurIPS 2025 ·
    Mengchen Zhao
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  24. RBRTI: Retrieval-Based Risk Type Identification from Financial News
    ICDE 2025 ·
    Songwen Gong
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  25. RTADev: Intention Aligned Multi-Agent Framework for Software Development
    ACL 2025 ·
    Jie Liu
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  26. Retrieval-Augmented Classification for Financial User Profiling: A Lightweight Approach
    ICDE 2025 ·
    Sile Guo
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  27. Risk-Aware Automatic Text Summarization with Pre-Identification of Risk Categories and Emphasis
    ICDE 2025 ·
    Hailin Huang
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  28. RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models
    ACL 2025 ·
    Bihan Zhou
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  29. Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline
    EMNLP 2025 ·
    Zhenqi Ye
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  30. Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
    CVPR 2025 ·
    Sihong Huang
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  31. The Most Influenced Community Search on Social Networks
    ICDE 2025 ·
    Xueqin Chang
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  32. Tree-of-Reasoning: Towards Complex Medical Diagnosis via Multi-Agent Reasoning with Evidence Tree
    ACM MM 2025 ·
    Qi Peng
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  33. Walk in Others' Shoes with a Single Glance: Human-Centric Visual Grounding with Top-View Perspective Transformation
    ACL 2025 ·
    Yuqi Bu
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  34. Automated Defect Report Generation for Enhanced Industrial Quality Control
    AAAI 2024 ·
    Jiayuan Xie
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  35. Deconfounded Emotion Guidance Sticker Selection with Causal Inference
    ACM MM 2024 ·
    Jiali Chen
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  36. Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model
    ACM MM 2024 ·
    Li Yuan
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  37. Learning to Correction: Explainable Feedback Generation for Visual Commonsense Reasoning Distractor
    ACM MM 2024 ·
    Jiali Chen
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  38. PoRank: A Practical Framework for Learning to Rank Policies
    IJCAI 2024 ·
    Pengjie Gu
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  39. Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point
    AAAI 2024 ·
    Peizhi Zhao
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  40. Updating Large Language Models' Memories with Time Constraints
    EMNLP 2024 ·
    Xin Wu
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