PPaperPicks

Shiyu Xia

8 papers at tracked venues · 7 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4NeurIPS ×2ICML ×1IJCAI ×1

Frequent coauthors

Xin Geng
×8
Xu Yang
×7
Ruiming Chen
×2
Yuankun Zu
×2
Jiaqi Lv
×2
Haokun Chen
×2
Junming Yang
×1
Qiufeng Wang
×1
Han Zhang
×1
Jiaze Xu
×1
Boyu Shi
×1
Zhiqiang Kou
×1

Papers

  1. Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge
    AAAI 2026 ·
    Ruiming Chen
    ,
    Junming Yang
    , Shiyu Xia,
    Xu Yang
    ,
    Xin Geng
  2. Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks
    AAAI 2025 ·
    Yuankun Zu
    , Shiyu Xia,
    Xu Yang
    ,
    Qiufeng Wang
    ,
    Han Zhang
    ,
    Xin Geng
  3. Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales
    ICML 2025 ·
    Jiaze Xu
    , Shiyu Xia,
    Xu Yang
    ,
    Jiaqi Lv
    ,
    Xin Geng
  4. Building Variable-Sized Models via Learngene Pool
    AAAI 2024 ·
    Boyu Shi
    , Shiyu Xia,
    Xu Yang
    ,
    Haokun Chen
    ,
    Zhiqiang Kou
    ,
    Xin Geng
  5. Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models
    IJCAI 2024 · Shiyu Xia,
    Wenxuan Zhu
    ,
    Xu Yang
    ,
    Xin Geng
  6. Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
    NeurIPS 2024 · Shiyu Xia,
    Yuankun Zu
    ,
    Xu Yang
    ,
    Xin Geng
  7. Transformer as Linear Expansion of Learngene
    AAAI 2024 · Shiyu Xia,
    Miaosen Zhang
    ,
    Xu Yang
    ,
    Ruiming Chen
    ,
    Haokun Chen
    ,
    Xin Geng
  8. What Makes Partial-Label Learning Algorithms Effective?
    NeurIPS 2024 ·
    Jiaqi Lv
    ,
    Yangfan Liu
    , Shiyu Xia,
    Ning Xu
    ,
    Miao Xu
    ,
    Gang Niu
    ,
    Min-Ling Zhang
    ,
    Masashi Sugiyama
    ,
    Xin Geng