PPaperPicks

Xike Xie

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

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Venues

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

Frequent coauthors

Yuan Feng
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Yukun Cao
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Zhidong Yu
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Zhiyang Li
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Mengjie Li
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Huhao Guan
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Shuo Han
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Yongan Xiang
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Jin Li
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Zengyi Gao
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Xuan Zhao
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Ao Ke
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Papers

  1. KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering
    ACL 2026 ·
    Zhiyang Li
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  2. REAL: REtrieval-reAsoning and Logic-constructed Attention Behaviors for Long-Context KV Cache Compression
    ACL 2026 ·
    Mengjie Li
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  3. SIGHP: Scalable Information-Guided Hypergraph Partitioner
    SIGKDD 2026 ·
    Huhao Guan
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  4. See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models
    ACL 2026 ·
    Shuo Han
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  5. Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
    NeurIPS 2025 ·
    Yuan Feng
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  6. Capsule: An Out-of-Core Training Mechanism for Colossal GNNs
    SIGMOD 2025 ·
    Yongan Xiang
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  7. DuetGraph: Coarse-to-Fine Knowledge Graph Reasoning with Dual-Pathway Global-Local Fusion
    NeurIPS 2025 ·
    Jin Li
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  8. FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
    ACL 2025 ·
    Zengyi Gao
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  9. GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
    ACL 2025 ·
    Yukun Cao
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  10. HIGGS: HIerarchy-Guided Graph Stream Summarization
    ICDE 2025 ·
    Xuan Zhao
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  11. LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration
    VLDB 2025 ·
    Yukun Cao
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  12. Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
    ICML 2025 ·
    Yuan Feng
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  13. Prototype-based Optimal Transport for Out-of-Distribution Detection
    IJCAI 2025 ·
    Ao Ke
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  14. SWIFT: Enabling Large-Scale Temporal Graph Learning on a Single Machine
    SIGMOD 2025 ·
    Rui Guo
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  15. SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
    EMNLP 2025 ·
    Hairu Wang
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  16. Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples
    AAAI 2024 ·
    Zhidong Yu
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  17. Mayfly: a Neural Data Structure for Graph Stream Summarization
    ICLR 2024 ·
    Yuan Feng
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  18. Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning
    IJCAI 2024 ·
    Yilong Ren
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  19. Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning
    SIGMOD 2024 ·
    Zezhong Ding
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  20. Prompt Learning with Extended Kalman Filter for Pre-trained Language Models
    IJCAI 2024 ·
    Quan Li
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  21. TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation
    AAAI 2024 ·
    Zhidong Yu
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