PPaperPicks

Xu Yang

Southeast University, Nanjing, China

24 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8276-2679 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×10NeurIPS ×6ICML ×3CVPR ×2ACM MM ×1IJCAI ×1IUI ×1

Frequent coauthors

Xin Geng
×17
Shiyu Xia
×7
Qiufeng Wang
×5
Shuxia Lin
×3
Ruiming Chen
×3
Fu Feng
×3
Jing Wang
×3
Jiawei Peng
×3
Yingzhe Peng
×3
Haokun Chen
×3
Jiale Fu
×2
Jiaming Fan
×2

Papers

  1. Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments
    AAAI 2026 ·
    Shuxia Lin
    ,
    Qiufeng Wang
    ,
    Chang Liu
    , Xu Yang,
    Xin Geng
  2. Efficient and Effective In-context Demonstration Selection with Coreset
    AAAI 2026 ·
    Zihua Wang
    ,
    Jiarui Wang
    ,
    Haiyang Xu
    ,
    Ming Yan
    ,
    Fei Huang
    , Xu Yang,
    Xiu-Shen Wei
    ,
    Siya Mi
    ,
    Yu Zhang
  3. Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge
    AAAI 2026 ·
    Ruiming Chen
    ,
    Junming Yang
    ,
    Shiyu Xia
    , Xu Yang,
    Xin Geng
  4. GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning
    AAAI 2026 ·
    Jiale Fu
    ,
    Yaqing Wang
    ,
    Simeng Han
    ,
    Jiaming Fan
    , Xu Yang
  5. Learngene: Inheritable 'Genes' in Intelligent Agents (Abstract Reprint)
    AAAI 2026 ·
    Fu Feng
    ,
    Jing Wang
    , Xu Yang,
    Xin Geng
  6. Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization
    ACM MM 2025 ·
    Huiyi Chen
    ,
    Jiawei Peng
    ,
    Kaihua Tang
    ,
    Xin Geng
    , Xu Yang
  7. Fast Large Language Model Collaborative Decoding via Speculation
    ICML 2025 ·
    Jiale Fu
    ,
    Yuchu Jiang
    ,
    Junkai Chen
    ,
    Jiaming Fan
    ,
    Xin Geng
    , Xu Yang
  8. FlowPrune: Accelerating Attention Flow Calculation by Pruning Flow Network
    NeurIPS 2025 ·
    Shuo Xu
    ,
    Yu Chen
    ,
    Shuxia Lin
    ,
    Xin Geng
    , Xu Yang
  9. Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks
    AAAI 2025 ·
    Yuankun Zu
    ,
    Shiyu Xia
    , Xu Yang,
    Qiufeng Wang
    ,
    Han Zhang
    ,
    Xin Geng
  10. 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
  11. Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks
    IUI 2025 ·
    Yingzhe Peng
    ,
    Xiaoting Qin
    ,
    Zhiyang Zhang
    ,
    Jue Zhang
    ,
    Qingwei Lin
    , Xu Yang,
    Dongmei Zhang
    ,
    Saravan Rajmohan
    ,
    Qi Zhang
  12. Redefining in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation
    CVPR 2025 ·
    Fu Feng
    ,
    Yucheng Xie
    , Xu Yang,
    Jing Wang
    ,
    Xin Geng
  13. Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient
    AAAI 2025 ·
    Yongliang Wu
    ,
    Shiji Zhou
    ,
    Mingzhuo Yang
    ,
    Lianzhe Wang
    ,
    Heng Chang
    ,
    Wenbo Zhu
    ,
    Xinting Hu
    ,
    Xiao Zhou
    , Xu Yang
  14. Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark
    AAAI 2025 ·
    Yongliang Wu
    ,
    Wenbo Zhu
    ,
    Jiawang Cao
    ,
    Yi Lu
    ,
    Bozheng Li
    ,
    Weiheng Chi
    ,
    Zihan Qiu
    ,
    Lirian Su
    ,
    Haolin Zheng
    ,
    Jay Wu
    , Xu Yang
  15. Building Variable-Sized Models via Learngene Pool
    AAAI 2024 ·
    Boyu Shi
    ,
    Shiyu Xia
    , Xu Yang,
    Haokun Chen
    ,
    Zhiqiang Kou
    ,
    Xin Geng
  16. Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers
    NeurIPS 2024 ·
    Qiufeng Wang
    , Xu Yang,
    Fu Feng
    ,
    Jing Wang
    ,
    Xin Geng
  17. Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models
    IJCAI 2024 ·
    Shiyu Xia
    ,
    Wenxuan Zhu
    , Xu Yang,
    Xin Geng
  18. How to Configure Good In-Context Sequence for Visual Question Answering
    CVPR 2024 ·
    Li Li
    ,
    Jiawei Peng
    ,
    Huiyi Chen
    ,
    Chongyang Gao
    , Xu Yang
  19. Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
    NeurIPS 2024 ·
    Shiyu Xia
    ,
    Yuankun Zu
    , Xu Yang,
    Xin Geng
  20. LIVE: Learnable In-Context Vector for Visual Question Answering
    NeurIPS 2024 ·
    Yingzhe Peng
    ,
    Chenduo Hao
    ,
    Xinting Hu
    ,
    Jiawei Peng
    ,
    Xin Geng
    , Xu Yang
  21. Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models
    NeurIPS 2024 · Xu Yang,
    Yingzhe Peng
    ,
    Haoxuan Ma
    ,
    Shuo Xu
    ,
    Chi Zhang
    ,
    Yucheng Han
    ,
    Hanwang Zhang
  22. Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models
    NeurIPS 2024 ·
    Shuxia Lin
    ,
    Miaosen Zhang
    ,
    Ruiming Chen
    , Xu Yang,
    Qiufeng Wang
    ,
    Xin Geng
  23. Transformer as Linear Expansion of Learngene
    AAAI 2024 ·
    Shiyu Xia
    ,
    Miaosen Zhang
    , Xu Yang,
    Ruiming Chen
    ,
    Haokun Chen
    ,
    Xin Geng
  24. Vision Transformers as Probabilistic Expansion from Learngene
    ICML 2024 ·
    Qiufeng Wang
    , Xu Yang,
    Haokun Chen
    ,
    Xin Geng