Publications

Publications by categories in reversed chronological order. Generated by jekyll-scholar.

2026

  1. Deploying Models to Non-participating Clients in Federated Learning without Fine-tuning: A Hypernetwork-based Approach
    Yuhao Zhou, Jindi Lv, Yuxin Tian, and 3 more authors
    In The Fourteenth International Conference on Learning Representations, 2026
  2. HyperNAS: Enhancing Architecture Representation for NAS Predictor via Hypernetwork
    Jindi Lv, Yuhao Zhou, Yuxin Tian, and 3 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2026
  3. Learning Locally, Revising Globally: Global Reviser for Federated Learning with Noisy Labels
    Yuxin Tian, Mouxing Yang, Yuhao Zhou, and 5 more authors
    Jun 2026
  4. Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale
    Ang Li, Ben Liu, Bin Han, and 215 more authors
    Jun 2026

2025

  1. E-3SFC: Communication-Efficient Federated Learning With Double-Way Features Synthesizing
    Yuhao Zhou, Yuxin Tian, Mingjia Shi, and 4 more authors
    IEEE Transactions on Neural Networks and Learning Systems, Jun 2025
    DOI
  2. Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints
    Yuhao Zhou, Yuxin Tian, Jindi Lv, and 5 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, Jun 2025
    DOI
  3. Style Quantization for Data-Efficient GAN Training
    Jian Wang, Xin Lan, Jizhe Zhou, and 2 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025, Jun 2025
    DOI

2024

  1. An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model
    Yuxin Tian, Mouxing Yang, Yunfan Li, and 4 more authors
    In IEEE International Conference on Multimedia and Expo, ICME 2024, Niagara Falls, ON, Canada, July 15-19, 2024, Jun 2024
    DOI
  2. DeFTA: A plug-and-play peer-to-peer decentralized federated learning framework
    Yuhao Zhou, Minjia Shi, Yuxin Tian, and 2 more authors
    Inf. Sci., Jun 2024
    DOI
  3. Federated CINN Clustering for Accurate Clustered Federated Learning
    Yuhao Zhou, Minjia Shi, Yuxin Tian, and 3 more authors
    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024, Jun 2024
    DOI
  4. Shunting at Arbitrary Feature Levels via Spatial Disentanglement: Toward Selective Image Translation
    Jian Wang, Xue Yang, Yuxin Tian, and 2 more authors
    IEEE Trans. Neural Networks Learn. Syst., Jun 2024
    DOI
  5. MS3D: A RG Flow-Based Regularization for GAN Training with Limited Data
    Jian Wang, Xin Lan, Yuxin Tian, and 1 more author
    In Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024, Jun 2024
  6. UNITE: Multitask Learning With Sufficient Feature for Dense Prediction
    Yuxin Tian, Yijie Lin, Qing Ye, and 3 more authors
    IEEE Trans. Syst. Man Cybern. Syst., Jun 2024
    DOI