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Kai Chen

8 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×1ACL ×1ICDE ×1NeurIPS ×1OSDI ×1SIGKDD ×1SIGMOD ×1USENIX Security ×1

Frequent coauthors

Junxue Zhang
×3
Qiang Yang
×2
Zhenghang Ren
×2
Zilong Wang
×2
Kaiqiang Xu
×2
Han Tian
×2
Yilun Jin
×2
Tao Fan
×1
Guoqiang Ma
×1
Yuanfeng Song
×1
Lixin Fan
×1
Yuxuan Li
×1

Papers

  1. FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
    ACL 2026 ·
    Tao Fan
    ,
    Guoqiang Ma
    ,
    Yuanfeng Song
    ,
    Lixin Fan
    , Kai Chen,
    Qiang Yang
  2. Enabling Efficient GPU Communication over Multiple NICs with FuseLink
    OSDI 2025 ·
    Zhenghang Ren
    ,
    Yuxuan Li
    ,
    Zilong Wang
    ,
    Xinyang Huang
    ,
    Wenxue Li
    ,
    Kaiqiang Xu
    ,
    Xudong Liao
    ,
    Yijun Sun
    ,
    Bowen Liu
    ,
    Han Tian
    ,
    Junxue Zhang
    ,
    Mingfei Wang
    ,
    Zhizhen Zhong
    ,
    Guyue Liu
    ,
    Ying Zhang
    , Kai Chen
  3. Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services
    SIGKDD 2025 ·
    Weiyan Wang
    ,
    Yilun Jin
    ,
    Yiming Zhang
    ,
    Victor Junqiu Wei
    ,
    Han Tian
    ,
    Li Chen
    ,
    Jinbao Xue
    ,
    Yangyu Tao
    ,
    Di Wang
    , Kai Chen
  4. Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities
    AAAI 2025 ·
    Guoyan Liang
    ,
    Qin Zhou
    ,
    Zhe Wang
    ,
    Jingyuan Chen
    ,
    Lin Gu
    ,
    Chang Yao
    ,
    Sai Wu
    ,
    Bingcang Huang
    , Kai Chen
  5. Sequoia: An Accessible and Extensible Framework for Privacy-Preserving Machine Learning over Distributed Data
    SIGMOD 2025 ·
    Kaiqiang Xu
    ,
    Di Chai
    ,
    Junxue Zhang
    ,
    Fan Lai
    , Kai Chen
  6. Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA
    USENIX Security 2024 ·
    Zhenghang Ren
    ,
    Mingxuan Fan
    ,
    Zilong Wang
    ,
    Junxue Zhang
    ,
    Chaoliang Zeng
    ,
    Zhicong Huang
    ,
    Cheng Hong
    , Kai Chen
  7. Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
    NeurIPS 2024 ·
    Yilun Jin
    ,
    Zheng Li
    ,
    Chenwei Zhang
    ,
    Tianyu Cao
    ,
    Yifan Gao
    ,
    Pratik Jayarao
    ,
    Mao Li
    ,
    Xin Liu
    ,
    Ritesh Sarkhel
    ,
    Xianfeng Tang
    ,
    Haodong Wang
    ,
    Zhengyang Wang
    ,
    Wenju Xu
    ,
    Jingfeng Yang
    ,
    Qingyu Yin
    ,
    Xian Li
    ,
    Priyanka Nigam
    ,
    Yi Xu
    , Kai Chen,
    Qiang Yang
    ,
    Meng Jiang
    ,
    Bing Yin
  8. Triple-D: Denoising Distant Supervision for High-Quality Data Creation
    ICDE 2024 ·
    Xinyi Zhu
    ,
    Yongqi Zhang
    ,
    Lei Chen
    , Kai Chen