PPaperPicks

Yukun Cao

14 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×4AAAI ×2ECAI ×1EMNLP ×1ICLR ×1ICML ×1ICSOC ×1IJCAI ×1NeurIPS ×1VLDB ×1

Frequent coauthors

Xike Xie
×10
S. Kevin Zhou
×9
Yuan Feng
×5
Luobin Huang
×4
Lisheng Wang
×4
Zengyi Gao
×4
Hairu Wang
×4
Zhihao Guo
×3
Ao Ke
×3
Zirui Xu
×2
Zhiyang Li
×2
Shuo Han
×2

Papers

  1. DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation
    AAAI 2026 · Yukun Cao,
    Zirui Xu
    ,
    Dongyang Li
    ,
    Zhihao Guo
    ,
    Luobin Huang
    ,
    Lisheng Wang
  2. KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering
    ACL 2026 ·
    Zhiyang Li
    ,
    Ao Ke
    , Yukun Cao,
    Xike Xie
  3. See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models
    ACL 2026 ·
    Shuo Han
    , Yukun Cao,
    Zezhong Ding
    ,
    Zengyi Gao
    ,
    S. Kevin Zhou
    ,
    Xike Xie
  4. Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
    NeurIPS 2025 ·
    Yuan Feng
    ,
    Junlin Lv
    , Yukun Cao,
    Xike Xie
    ,
    S. Kevin Zhou
  5. DPCL-Diff：Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning
    AAAI 2025 · Yukun Cao,
    Lisheng Wang
    ,
    Luobin Huang
  6. FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
    ACL 2025 ·
    Zengyi Gao
    , Yukun Cao,
    Hairu Wang
    ,
    Ao Ke
    ,
    Yuan Feng
    ,
    S. Kevin Zhou
    ,
    Xike Xie
  7. GCLP: Generative Contrastive Learning with Adaptive Prompt-Guided Diffusion for Temporal Reasoning over Service Knowledge Graphs
    ICSOC 2025 · Yukun Cao,
    Lisheng Wang
    ,
    Yunfeng Li
    ,
    Zhihao Guo
    ,
    Xuefeng Xu
    ,
    Luobin Huang
    ,
    Zirui Xu
  8. GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
    ACL 2025 · Yukun Cao,
    Shuo Han
    ,
    Zengyi Gao
    ,
    Zezhong Ding
    ,
    Xike Xie
    ,
    S. Kevin Zhou
  9. LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration
    VLDB 2025 · Yukun Cao,
    Zengyi Gao
    ,
    Zhiyang Li
    ,
    Xike Xie
    ,
    S. Kevin Zhou
    ,
    Jianliang Xu
  10. Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
    ICML 2025 ·
    Yuan Feng
    , Yukun Cao,
    Hairu Wang
    ,
    Xike Xie
    ,
    S. Kevin Zhou
  11. Prototype-based Optimal Transport for Out-of-Distribution Detection
    IJCAI 2025 ·
    Ao Ke
    ,
    Wenlong Chen
    ,
    Chuanwen Feng
    , Yukun Cao,
    Xike Xie
    ,
    S. Kevin Zhou
    ,
    Lei Feng
  12. Reinforced and Integrated Prompt Optimization Strategy for Emotion Recognition in Conversation
    ECAI 2025 · Yukun Cao,
    Luobin Huang
    ,
    Zhihao Guo
    ,
    Lisheng Wang
  13. SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
    EMNLP 2025 ·
    Hairu Wang
    ,
    Yuan Feng
    , Yukun Cao,
    Xike Xie
    ,
    S. Kevin Zhou
  14. Mayfly: a Neural Data Structure for Graph Stream Summarization
    ICLR 2024 ·
    Yuan Feng
    , Yukun Cao,
    Hairu Wang
    ,
    Xike Xie
    ,
    S. Kevin Zhou