PPaperPicks

Xike Xie

21 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5290-5408 ↗

Venues

ACL ×5IJCAI ×3SIGMOD ×3AAAI ×2NeurIPS ×2EMNLP ×1ICDE ×1ICLR ×1ICML ×1SIGKDD ×1VLDB ×1

Frequent coauthors

S. Kevin Zhou
×14
Yukun Cao
×10
Zezhong Ding
×7
Yuan Feng
×6
Ao Ke
×4
Zengyi Gao
×4
Hairu Wang
×4
Zhiyang Li
×2
Shuo Han
×2
Yongan Xiang
×2
Rui Guo
×2
Shangyou Wang
×2

Papers

  1. 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
  2. REAL: REtrieval-reAsoning and Logic-constructed Attention Behaviors for Long-Context KV Cache Compression
    ACL 2026 ·
    Mengjie Li
    ,
    Yuan Feng
    , Xike Xie,
    William J. Song
  3. SIGHP: Scalable Information-Guided Hypergraph Partitioner
    SIGKDD 2026 ·
    Huhao Guan
    ,
    Zezhong Ding
    ,
    Ao Ke
    , Xike Xie,
    S. Kevin Zhou
  4. 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
  5. 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
  6. Capsule: An Out-of-Core Training Mechanism for Colossal GNNs
    SIGMOD 2025 ·
    Yongan Xiang
    ,
    Zezhong Ding
    ,
    Rui Guo
    ,
    Shangyou Wang
    , Xike Xie,
    S. Kevin Zhou
  7. DuetGraph: Coarse-to-Fine Knowledge Graph Reasoning with Dual-Pathway Global-Local Fusion
    NeurIPS 2025 ·
    Jin Li
    ,
    Zezhong Ding
    , Xike Xie
  8. 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
  9. 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
  10. HIGGS: HIerarchy-Guided Graph Stream Summarization
    ICDE 2025 ·
    Xuan Zhao
    , Xike Xie,
    Christian S. Jensen
  11. 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
  12. 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
  13. 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
  14. SWIFT: Enabling Large-Scale Temporal Graph Learning on a Single Machine
    SIGMOD 2025 ·
    Rui Guo
    ,
    Zezhong Ding
    , Xike Xie,
    Jianliang Xu
  15. 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
  16. Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples
    AAAI 2024 ·
    Zhidong Yu
    ,
    Wei Yang
    , Xike Xie,
    Zhenbo Shi
  17. Mayfly: a Neural Data Structure for Graph Stream Summarization
    ICLR 2024 ·
    Yuan Feng
    ,
    Yukun Cao
    ,
    Hairu Wang
    , Xike Xie,
    S. Kevin Zhou
  18. Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning
    IJCAI 2024 ·
    Yilong Ren
    ,
    Chuanwen Feng
    , Xike Xie,
    S. Kevin Zhou
  19. Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning
    SIGMOD 2024 ·
    Zezhong Ding
    ,
    Yongan Xiang
    ,
    Shangyou Wang
    , Xike Xie,
    S. Kevin Zhou
  20. Prompt Learning with Extended Kalman Filter for Pre-trained Language Models
    IJCAI 2024 ·
    Quan Li
    , Xike Xie,
    Chao Wang
    ,
    S. Kevin Zhou
  21. TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation
    AAAI 2024 ·
    Zhidong Yu
    ,
    Wei Yang
    , Xike Xie,
    Zhenbo Shi