PPaperPicks

Yi Cai

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

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

DBLP profile ↗ORCID 0000-0002-9798-2463 ↗Homepage ↗

Venues

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

Frequent coauthors

Jiayuan Xie
×10
Xin Wu
×9
Qing Li
×9
Jiexin Wang
×8
Qingbao Huang
×7
Zikun Deng
×7
Li Yuan
×7
Mengchen Zhao
×7
Jiali Chen
×6
Xusen Hei
×5
Songwen Gong
×4
Yuqi Bu
×4

Papers

  1. Beyond Maintenance: A Benchmark and Multi-Agent Framework for Repository-Usage Code Generation
    SIGIR 2026 ·
    Kaitao Lin
    ,
    Songwen Gong
    ,
    Adam Jatowt
    ,
    Jiexin Wang
    , Yi Cai
  2. CADMate: Generating CAD Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards
    ACL 2026 ·
    Jiali Chen
    ,
    DingBa Fu
    ,
    Xusen Hei
    ,
    Yuhang Liu
    ,
    Yiyang Chen
    ,
    Jiayuan Xie
    ,
    Wenqi Fan
    , Yi Cai
  3. CMIG: Conceptual Metaphor Theory-Inspired Framework for Metaphorical Image Generation
    ACL 2026 ·
    Qingbao Huang
    ,
    Cheng Yang
    ,
    Jiawei Yao
    ,
    Zhiyue Liu
    , Yi Cai,
    Xingmao Zhang
  4. DensityBars: A Space-Efficient Visualization for Event Temporal Distribution
    CHI 2026 ·
    Mingwei Lin
    ,
    Qin Huang
    ,
    Zikun Deng
    ,
    Tobias Schreck
    , Yi Cai
  5. Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing
    AAAI 2026 ·
    Li Yuan
    ,
    Qingfei Huang
    ,
    Bingshan Zhu
    , Yi Cai,
    Qingbao Huang
    ,
    Changmeng Zheng
    ,
    Zikun Deng
    ,
    Tao Wang
  6. MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement
    ACL 2026 ·
    ZhenChun Xu
    , Yi Cai,
    Dajun Zheng
    ,
    Li Yuan
    ,
    Mengchen Zhao
    ,
    Qixiang Wang
    ,
    Jiexin Wang
  7. Open-ended Structured Question Assessment with Human-LLM Collaboration
    CHI 2026 ·
    Fengyan Lin
    ,
    Yanna Lin
    ,
    Kai Cao
    ,
    Zikun Deng
    , Yi Cai
  8. SRACG: A Code Generation Framework with Selective Retrieval Augmentation
    AAAI 2026 ·
    Mengzhen Wang
    ,
    Shukai Ma
    ,
    Songwen Gong
    ,
    Jiexin Wang
    ,
    Ruolin Chen
    ,
    Liuwen Cao
    , Yi Cai
  9. SeDev: Structured Semantic Exploration for LLM-Driven Code Generation
    ACL 2026 ·
    Ronghui Yang
    ,
    Jie Liu
    ,
    Jiajie Zeng
    ,
    Jiexin Wang
    ,
    Jiuchuan Jiang
    ,
    Bo An
    , Yi Cai,
    Mengchen Zhao
  10. SpecEdit: A Spectral Approach for Multi-Round Knowledge Editing
    ACL 2026 ·
    Junxian Liu
    ,
    Zikun Deng
    ,
    Xin Wu
    ,
    Dazhen Deng
    , Yi Cai
  11. Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies
    ACL 2026 ·
    Xudong Shen
    ,
    Li Yuan
    ,
    Ye Chen
    ,
    Xin Wu
    , Yi Cai,
    Zhiyong Wu
  12. Unlocking Human-Like Visible Logic: How Logic Diagrams Boost Logic Reasoning in Large Language Models?
    ACL 2026 ·
    Xin Wu
    ,
    Yuqi Bu
    ,
    Mengchen Zhao
    ,
    Qingbao Huang
    , Yi Cai
  13. Ad Hoc Teamwork via Offline Goal-Based Decision Transformers
    ICML 2025 ·
    Xinzhi Zhang
    ,
    Hohei Chan
    ,
    Deheng Ye
    , Yi Cai,
    Mengchen Zhao
  14. CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction
    ACL 2025 ·
    Jiali Chen
    ,
    Xusen Hei
    ,
    Hongfei Liu
    ,
    Yuancheng Wei
    ,
    Zikun Deng
    ,
    Jiayuan Xie
    , Yi Cai,
    Qing Li
  15. Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model
    NAACL 2025 ·
    Jiali Chen
    ,
    Xusen Hei
    ,
    Yuqi Xue
    ,
    Zihan Wu
    ,
    Jiayuan Xie
    , Yi Cai
  16. Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction
    IJCAI 2025 ·
    Li Yuan
    , Yi Cai,
    Xudong Shen
    ,
    Qing Li
    ,
    Qingbao Huang
    ,
    Zikun Deng
    ,
    Tao Wang
  17. Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation
    AAAI 2025 ·
    Xin Wu
    ,
    Yuqi Bu
    ,
    Yifei Chen
    , Yi Cai
  18. ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments
    ACM MM 2025 ·
    Jiali Chen
    ,
    Yujie Jia
    ,
    Zihan Wu
    ,
    Jinyu Yang
    ,
    Jianpeng Chen
    ,
    Xusen Hei
    ,
    Jiayuan Xie
    , Yi Cai,
    Qing Li
  19. Explicitly Guided Difficulty-Controllable Visual Question Generation
    AAAI 2025 ·
    Jiayuan Xie
    ,
    Mengqiu Cheng
    ,
    Xinting Zhang
    , Yi Cai,
    Guimin Hu
    ,
    Mengying Xie
    ,
    Qing Li
  20. From Model Diagram to Code: A Benchmark Dataset and Multi-Agent Framework
    ACM MM 2025 ·
    Mengzhen Wang
    ,
    Xunbin Huang
    ,
    Jiayuan Xie
    ,
    Shukai Ma
    ,
    Jiale Men
    ,
    Dayong Liang
    , Yi Cai
  21. Ground and Reconstruct: Entity-Region Bidirectional Alignment Pre-Training for Low-Resource GMNER
    ACM MM 2025 ·
    Runwei Situ
    , Yi Cai,
    Yong Xu
    ,
    Jiexin Wang
  22. Look Around Before Locating: Considering Content and Structure Information for Visual Grounding
    AAAI 2025 ·
    Shiyi Zheng
    ,
    Peizhi Zhao
    ,
    Zhilong Zheng
    ,
    Peihang He
    ,
    Haonan Cheng
    , Yi Cai,
    Qingbao Huang
  23. MTRec: Learning to Align with User Preferences via Mental Reward Models
    NeurIPS 2025 ·
    Mengchen Zhao
    ,
    Yifan Gao
    ,
    Yaqing Hou
    ,
    Xiangyang Li
    ,
    Pengjie Gu
    ,
    Zhenhua Dong
    ,
    Ruiming Tang
    , Yi Cai
  24. Mixture-of-Experts Low-Rank Adaptation for Multilingual Code Summarization
    ASE 2025 ·
    Tianchen Yu
    ,
    Li Yuan
    ,
    Hailing Huang
    ,
    Jiexin Wang
    , Yi Cai
  25. RBRTI: Retrieval-Based Risk Type Identification from Financial News
    ICDE 2025 ·
    Songwen Gong
    ,
    Hongfei Liu
    ,
    Xin Wu
    , Yi Cai
  26. RTADev: Intention Aligned Multi-Agent Framework for Software Development
    ACL 2025 ·
    Jie Liu
    ,
    Guohua Wang
    ,
    Ronghui Yang
    ,
    Jiajie Zeng
    ,
    Mengchen Zhao
    , Yi Cai
  27. Retrieval-Augmented Classification for Financial User Profiling: A Lightweight Approach
    ICDE 2025 ·
    Sile Guo
    ,
    Hongfei Liu
    ,
    Xin Wu
    , Yi Cai
  28. Risk-Aware Automatic Text Summarization with Pre-Identification of Risk Categories and Emphasis
    ICDE 2025 ·
    Hailin Huang
    ,
    Hongfei Liu
    ,
    Xin Wu
    , Yi Cai
  29. RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models
    ACL 2025 ·
    Bihan Zhou
    ,
    Haopeng Ren
    ,
    Li Yuan
    , Yi Cai,
    Liuwen Cao
    ,
    Zikun Deng
  30. Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline
    EMNLP 2025 ·
    Zhenqi Ye
    ,
    Haopeng Ren
    , Yi Cai,
    Qingbao Huang
    ,
    Jing Qin
    ,
    Pinli Zhu
    ,
    Songwen Gong
  31. Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues
    CVPR 2025 ·
    Sihong Huang
    ,
    Jiaxin Wu
    ,
    Xiaoyong Wei
    , Yi Cai,
    Dongmei Jiang
    ,
    Yaowei Wang
  32. The Most Influenced Community Search on Social Networks
    ICDE 2025 ·
    Xueqin Chang
    ,
    Qing Liu
    ,
    Yunjun Gao
    ,
    Baihua Zheng
    , Yi Cai,
    Qing Li
  33. Tree-of-Reasoning: Towards Complex Medical Diagnosis via Multi-Agent Reasoning with Evidence Tree
    ACM MM 2025 ·
    Qi Peng
    ,
    Jialin Cui
    ,
    Jiayuan Xie
    , Yi Cai,
    Qing Li
  34. Walk in Others' Shoes with a Single Glance: Human-Centric Visual Grounding with Top-View Perspective Transformation
    ACL 2025 ·
    Yuqi Bu
    ,
    Xin Wu
    ,
    Zirui Zhao
    , Yi Cai,
    David Hsu
    ,
    Qiong Liu
  35. Automated Defect Report Generation for Enhanced Industrial Quality Control
    AAAI 2024 ·
    Jiayuan Xie
    ,
    Zhiping Zhou
    ,
    Zihan Wu
    ,
    Xinting Zhang
    ,
    Jiexin Wang
    , Yi Cai,
    Qing Li
  36. Deconfounded Emotion Guidance Sticker Selection with Causal Inference
    ACM MM 2024 ·
    Jiali Chen
    , Yi Cai,
    Ruohang Xu
    ,
    Jiexin Wang
    ,
    Jiayuan Xie
    ,
    Qing Li
  37. Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model
    ACM MM 2024 ·
    Li Yuan
    , Yi Cai,
    Junsheng Huang
  38. Learning to Correction: Explainable Feedback Generation for Visual Commonsense Reasoning Distractor
    ACM MM 2024 ·
    Jiali Chen
    ,
    Xusen Hei
    ,
    Yuqi Xue
    ,
    Yuancheng Wei
    ,
    Jiayuan Xie
    , Yi Cai,
    Qing Li
  39. PoRank: A Practical Framework for Learning to Rank Policies
    IJCAI 2024 ·
    Pengjie Gu
    ,
    Mengchen Zhao
    ,
    Xu He
    , Yi Cai,
    Bo An
  40. Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point
    AAAI 2024 ·
    Peizhi Zhao
    ,
    Shiyi Zheng
    ,
    Wenye Zhao
    ,
    Dongsheng Xu
    ,
    Pijian Li
    , Yi Cai,
    Qingbao Huang
  41. Updating Large Language Models' Memories with Time Constraints
    EMNLP 2024 ·
    Xin Wu
    ,
    Yuqi Bu
    , Yi Cai,
    Tao Wang