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Rui Kong

10 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×5ACL ×2IJCAI ×1SIGKDD ×1WWW ×1

Frequent coauthors

Yuchen Li
×4
Hengyi Cai
×4
Shuaiqiang Wang
×4
Zongzhang Zhang
×4
Linghe Kong
×3
Dawei Yin
×3
Chenyang Wu
×3
Yuanchun Li
×2
Yunxin Liu
×2
Xinran Chen
×2
Jiamin Chen
×2
Xinyu Ma
×2

Papers

  1. AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization
    AAAI 2026 ·
    Qiyang Li
    , Rui Kong,
    Yuchen Li
    ,
    Hengyi Cai
    ,
    Shuaiqiang Wang
    ,
    Linghe Kong
    ,
    Guihai Chen
    ,
    Dawei Yin
  2. Benchmarking LLM's Capability in Reasoning over Conflicting Web References
    ACL 2026 ·
    Yizhen Yuan
    , Rui Kong,
    Dongze Li
    ,
    Yuanchun Li
    ,
    Yunxin Liu
  3. Efficient Preference Alignment via Pareto Exploration (Student Abstract)
    AAAI 2026 ·
    Pengfei Liu
    , Rui Kong,
    Zongzhang Zhang
  4. Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search
    WWW 2026 ·
    Yuchen Li
    , Rui Kong,
    Xinran Chen
    ,
    Chengzhe Zhang
    ,
    Jiamin Chen
    ,
    Cheng Deng
    ,
    Xinyu Ma
    ,
    Haojie Zhang
    ,
    Tianhao Peng
    ,
    Hengyi Cai
    ,
    Shuaiqiang Wang
    ,
    Jiashu Zhao
    ,
    Yongqi Zhang
    ,
    Haoyi Xiong
    ,
    Jimmy Xiangji Huang
    ,
    Lei Chen
    ,
    Jun Wang
    ,
    Dawei Yin
  5. Retain to Refine: Adaptive Online Question Answering via Query Routing and Long-Short Memory
    SIGKDD 2026 ·
    Yuchen Li
    ,
    Jiamin Chen
    ,
    Xinran Chen
    ,
    Zhiyu Li
    ,
    Haojie Zhang
    , Rui Kong,
    Jiayi Li
    ,
    Xinyu Ma
    ,
    Hengyi Cai
    ,
    Lixin Su
    ,
    Shuaiqiang Wang
    ,
    Jiashu Zhao
    ,
    Yongqi Zhang
    ,
    Haoyi Xiong
    ,
    Linghe Kong
    ,
    Lei Chen
    ,
    Dawei Yin
  6. VPN: Visual Prompt Navigation
    AAAI 2026 ·
    Shuo Feng
    ,
    Zihan Wang
    ,
    Yuchen Li
    , Rui Kong,
    Hengyi Cai
    ,
    Shuaiqiang Wang
    ,
    Gim Hee Lee
    ,
    Piji Li
    ,
    Shuqiang Jiang
  7. ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning
    AAAI 2024 ·
    Chenxiao Gao
    ,
    Chenyang Wu
    ,
    Mingjun Cao
    , Rui Kong,
    Zongzhang Zhang
    ,
    Yang Yu
  8. Efficient and Stable Offline-to-online Reinforcement Learning via Continual Policy Revitalization
    IJCAI 2024 · Rui Kong,
    Chenyang Wu
    ,
    Chen-Xiao Gao
    ,
    Zongzhang Zhang
    ,
    Ming Li
  9. Generalizable Policy Improvement via Reinforcement Sampling (Student Abstract)
    AAAI 2024 · Rui Kong,
    Chenyang Wu
    ,
    Zongzhang Zhang
  10. SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget
    ACL 2024 · Rui Kong,
    Yuanchun Li
    ,
    Qingtian Feng
    ,
    Weijun Wang
    ,
    Xiaozhou Ye
    ,
    Ye Ouyang
    ,
    Linghe Kong
    ,
    Yunxin Liu