PPaperPicks

Kai Yao

9 papers at tracked venues · 5 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2ACL ×1ACM MM ×1CIKM ×1EACL ×1ECCV ×1EMNLP ×1SIGMOD ×1

Frequent coauthors

Lichun Li
×4
Zhaorui Tan
×3
Penglei Gao
×3
Yuan Zhao
×3
Jianke Zhu
×3
Wei Wang
×3
Kaixin Wu
×2
Yixin Ji
×2
Kaizhu Huang
×2
Tiandi Ye
×2
Wenyan Liu
×2
Zhenghan Song
×1

Papers

  1. GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection
    EACL 2026 · Kai Yao,
    Zhenghan Song
    ,
    Kaixin Wu
    ,
    Mingjie Zhong
    ,
    Danzhao Cheng
    ,
    Zhaorui Tan
    ,
    Yixin Ji
    ,
    Penglei Gao
  2. GradOT: Training-free Gradient-preserving Offsite-tuning for Large Language Models
    ACL 2025 · Kai Yao,
    Zhaorui Tan
    ,
    Penglei Gao
    ,
    Lichun Li
    ,
    Kaixin Wu
    ,
    Yinggui Wang
    ,
    Yuan Zhao
    ,
    Yixin Ji
    ,
    Jianke Zhu
    ,
    Wei Wang
  3. KDTalker++: Controllable Talking Portrait Generation with Audio, Text, and Expression Editing
    ACM MM 2025 ·
    Chaolong Yang
    ,
    Yinuo Guo
    , Kai Yao,
    Yuyao Yan
    ,
    Jie Sun
    ,
    Kaizhu Huang
  4. ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression
    AAAI 2025 · Kai Yao,
    Zhaorui Tan
    ,
    Tiandi Ye
    ,
    Lichun Li
    ,
    Yuan Zhao
    ,
    Wenyan Liu
    ,
    Wei Wang
    ,
    Jianke Zhu
  5. Towards Instance-wise Personalized Federated Learning via Semi-Implicit Bayesian Prompt Tuning
    CIKM 2025 ·
    Tiandi Ye
    ,
    Wenyan Liu
    , Kai Yao,
    Lichun Li
    ,
    Shangchao Su
    ,
    Cen Chen
    ,
    Xiang Li
    ,
    Shan Yin
    ,
    Ming Gao
  6. Layer-wise Importance Matters: Less Memory for Better Performance in Parameter-efficient Fine-tuning of Large Language Models
    EMNLP 2024 · Kai Yao,
    Penglei Gao
    ,
    Lichun Li
    ,
    Yuan Zhao
    ,
    Xiaofeng Wang
    ,
    Wei Wang
    ,
    Jianke Zhu
  7. Maximum k-Plex Computation: Theory and Practice
    SIGMOD 2024 ·
    Lijun Chang
    , Kai Yao
  8. Unleashing the Power of Prompt-Driven Nucleus Instance Segmentation
    ECCV 2024 ·
    Zhongyi Shui
    ,
    Yunlong Zhang
    , Kai Yao,
    Chenglu Zhu
    ,
    Sunyi Zheng
    ,
    Jingxiong Li
    ,
    Honglin Li
    ,
    Yuxuan Sun
    ,
    Ruizhe Guo
    ,
    Lin Yang
  9. Unraveling Batch Normalization for Realistic Test-Time Adaptation
    AAAI 2024 ·
    Zixian Su
    ,
    Jingwei Guo
    , Kai Yao,
    Xi Yang
    ,
    Qiufeng Wang
    ,
    Kaizhu Huang