PPaperPicks

Jun Shen

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

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Venues

AAAI ×3SIGKDD ×3ECML-PKDD ×1ICCV ×1ICML ×1ICSOC ×1ICWS ×1NeurIPS ×1SDM ×1WWW ×1

Frequent coauthors

Huaming Chen
×7
Haoran Li
×6
Huan Wang
×5
Jiahua Shi
×5
Jun Yan
×4
Bo Du
×3
Mingyuan Li
×2
Qiang Wu
×2
Lijuan Wang
×2
Min Xu
×2
Zhiyu Zhu
×2
Xinyi Wang
×2

Papers

  1. CFLight: Enhancing Safety with Traffic Signal Control through Counterfactual Learning
    SIGKDD 2026 ·
    Mingyuan Li
    ,
    Chunyu Liu
    ,
    Zhuojun Li
    ,
    Xiao Liu
    ,
    Guangsheng Yu
    ,
    Bo Du
    , Jun Shen,
    Qiang Wu
  2. Incomplete Multi-View Unsupervised Federated Feature Selection via Cooperative Particle Swarm Optimization and Tensor-Aligned Learning
    AAAI 2026 ·
    Zhiwei Ye
    ,
    Songsong Zhang
    ,
    Wen Zhou
    ,
    Libing Wu
    , Jun Shen,
    Ting Cai
    ,
    Mingwei Wang
    ,
    Jixin Zhang
  3. Semi-Supervised Fake News Detection with Mixture of Experts
    WWW 2026 ·
    Zhenyu Yang
    ,
    Chaoyu Yang
    ,
    Wenfeng Xu
    ,
    Xiuxiu Hao
    ,
    Huan Wang
    ,
    Ge Zhang
    ,
    Xiaoxiao Ma
    , Jun Shen
  4. Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating
    AAAI 2026 ·
    Huan Wang
    ,
    Haoran Li
    ,
    Yuxin Lin
    ,
    Huaming Chen
    ,
    Jun Yan
    ,
    Lijuan Wang
    ,
    Jiahua Shi
    ,
    Qihao Xu
    ,
    Yongting Hu
    ,
    Yong Xu
    , Jun Shen
  5. FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning
    ICCV 2025 ·
    Huan Wang
    ,
    Haoran Li
    ,
    Huaming Chen
    ,
    Jun Yan
    ,
    Jiahua Shi
    , Jun Shen
  6. FedSC: Federated Learning with Semantic-Aware Collaboration
    SIGKDD 2025 ·
    Huan Wang
    ,
    Haoran Li
    ,
    Huaming Chen
    ,
    Jun Yan
    ,
    Jiahua Shi
    , Jun Shen
  7. FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
    ICWS 2025 ·
    Huan Wang
    ,
    Haoran Li
    ,
    Huaming Chen
    ,
    Jun Yan
    ,
    Lijuan Wang
    ,
    Jiahua Shi
    ,
    Shiping Chen
    , Jun Shen
  8. FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities
    SIGKDD 2025 ·
    Mingyuan Li
    ,
    Jiahao Wang
    ,
    Bo Du
    , Jun Shen,
    Qiang Wu
  9. IoT and LLM Supported Digital Twin Platform: A Case Study on a Net Zero Oriented Building
    ICSOC 2025 ·
    Jiaqi Li
    ,
    Xingchen Hu
    , Jun Shen
  10. Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling
    AAAI 2025 ·
    Haoran Li
    ,
    Xingjian Li
    ,
    Jiahua Shi
    ,
    Huaming Chen
    ,
    Bo Du
    ,
    Daisuke Kihara
    ,
    Johan Barthélemy
    , Jun Shen,
    Min Xu
  11. Boosting Patient Representation Learning via Graph Contrastive Learning
    ECML-PKDD 2024 ·
    Zhenhao Zhang
    ,
    Yuxi Liu
    ,
    Jiang Bian
    ,
    Antonio Jimeno-Yepes
    , Jun Shen,
    Fuyi Li
    ,
    Guodong Long
    ,
    Flora D. Salim
  12. GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model
    SDM 2024 ·
    Zhiyu Zhu
    ,
    Huaming Chen
    ,
    Xinyi Wang
    ,
    Jiayu Zhang
    ,
    Zhibo Jin
    ,
    Kim-Kwang Raymond Choo
    , Jun Shen,
    Dong Yuan
  13. Iterative Search Attribution for Deep Neural Networks
    ICML 2024 ·
    Zhiyu Zhu
    ,
    Huaming Chen
    ,
    Xinyi Wang
    ,
    Jiayu Zhang
    ,
    Zhibo Jin
    ,
    Jason Xue
    , Jun Shen
  14. Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
    NeurIPS 2024 ·
    Yizhou Zhao
    ,
    Hengwei Bian
    ,
    Kaihua Chen
    ,
    Pengliang Ji
    ,
    Liao Qu
    ,
    Shao-yu Lin
    ,
    Weichen Yu
    ,
    Haoran Li
    ,
    Hao Chen
    , Jun Shen,
    Bhiksha Raj
    ,
    Min Xu