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ORCIDJian Xu 0016
Person information
- affiliation: Tsinghua University, Tsinghua-Berkeley Shenzhen Institute, Tsinghua Shenzhen International Graduate School, China
Other persons with the same name
- Jian Xu — disambiguation page
- Jian Xu 0001
![[0000-0002-0583-5512]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-0583-5512")
— Hangzhou Dianzi University, Institute of Computer Application Technology, China (and 1 more) - Jian Xu 0002 — University of Minnesota Twin Cities, Department of Biomedical Engineering, Minneapolis, MN, USA (and 2 more)
- Jian Xu 0003 — Sun Yat-sen University, School of Information Management, Guangzhou, China
- Jian Xu 0004 — Northeastern University, Software College, Shenyang, China
- Jian Xu 0005 — Fudan University, Shanghai Engineering Research Center of AI & Robotics, China (and 2 more)
- Jian Xu 0006 — Microsoft Research Asia, Beijing, China
- Jian Xu 0007 — Hubei University for Nationalities, School of Information Engineering, Enshi, China
- Jian Xu 0008 — German Aerospace Center (DLR), Remote Sensing Technology Institute, Oberpfaffenhofen, Germany
- Jian Xu 0009 — Nanjing University of Science and Technology, School of Computer Science and Engineering, China
- Jian Xu 0010 — Chinese Academy of Sciences, School of Cyber Security, Institute of Information Engineering, Beijing, China
- Jian Xu 0011 — University of Erlangen-Nuremberg, Germany
- Jian Xu 0012 — University of California, San Diego, USA
- Jian Xu 0013 — Stony Brook University, Department of Computer Science, NY, USA
- Jian Xu 0014 — Hong Kong Polytechnic University, Department of Computing
- Jian Xu 0015 — Alibaba Group, Beijing, China (and 3 more)
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2020 – today
- 2025
[j3]Jian Xu, Meilin Yang, Wenbo Ding, Shao-Lun Huang:
Stabilizing and improving federated learning with highly non-iid data and client dropout. Appl. Intell. 55(3): 216 (2025)- 2024
- [j2]Xinyi Tong, Jian Xu, Shao-Lun Huang:
On the Fundamental Limit of Distributed Learning With Interchangable Constrained Statistics. IEEE J. Sel. Areas Inf. Theory 5: 396-406 (2024) - [j1]Meilin Yang, Jian Xu, Wenbo Ding, Yang Liu:
FedHAP: Federated Hashing With Global Prototypes for Cross-Silo Retrieval. IEEE Trans. Parallel Distributed Syst. 35(4): 592-603 (2024) - [c11]Yuqing Li, Haoming Huang, Jian Xu, Shao-Lun Huang:
NAC: Mitigating Noisy Correspondence in Cross-Modal Matching Via Neighbor Auxiliary Corrector. ICASSP 2024: 6815-6819 - [i7]Jiahao Lai, Jiaqi Li, Jian Xu, Yanru Wu, Boshi Tang, Siqi Chen, Yongfeng Huang, Wenbo Ding, Yang Li:
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning. CoRR abs/2409.05701 (2024) - [i6]Yanlong Wang, Jian Xu, Fei Ma, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang:
PSformer: Parameter-efficient Transformer with Segment Attention for Time Series Forecasting. CoRR abs/2411.01419 (2024) - 2023
- [c10]Jian Xu, Shao-Lun Huang:
A Joint Training-Calibration Framework for Test-Time Personalization with Label Shift in Federated Learning. CIKM 2023: 4370-4374 - [c9]Jian Xu, Xinyi Tong, Shao-Lun Huang:
Personalized Federated Learning with Feature Alignment and Classifier Collaboration. ICLR 2023 - [c8]Jian Xu, Guangfeng Yan, Ziyan Zheng, Shao-Lun Huang:
Mitigating Model Poisoning Attacks on Distributed Learning with Heterogeneous Data. ICMLA 2023: 738-743 - [i5]Jian Xu, Meiling Yang, Wenbo Ding, Shao-Lun Huang:
Stabilizing and Improving Federated Learning with Non-IID Data and Client Dropout. CoRR abs/2303.06314 (2023) - [i4]Jian Xu, Xinyi Tong, Shao-Lun Huang:
Personalized Federated Learning with Feature Alignment and Classifier Collaboration. CoRR abs/2306.11867 (2023) - 2022
- [c7]Meilin Yang, Jian Xu, Wenbo Ding, Yang Liu:
Federated Capsule Graph Neural Network with Personalization. UbiComp/ISWC Adjunct 2022: 456-461 - [c6]Jian Xu, Shao-Lun Huang:
Byzantine-Resilient Decentralized Collaborative Learning. ICASSP 2022: 5253-5257 - [c5]Jian Xu, Xinyi Tong, Shao-Lun Huang:
Communication-Efficient and Byzantine-Robust Distributed Stochastic Learning with Arbitrary Number of Corrupted Workers. ICC 2022: 5415-5420 - [c4]Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan:
Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering. ICDCS 2022: 1223-1235 - [c3]Jian Xu, Yi Yan, Shao-Lun Huang:
FedPer++: Toward Improved Personalized Federated Learning on Heterogeneous and Imbalanced Data. IJCNN 2022: 1-8 - [c2]Xinyi Tong, Jian Xu, Shao-Lun Huang:
An Information-theoretic Method for Collaborative Distributed Learning with Limited Communication. ITW 2022: 49-54 - [i3]Xinyi Tong, Jian Xu, Shao-Lun Huang:
An Information-theoretic Method for Collaborative Distributed Learning with Limited Communication. CoRR abs/2205.06515 (2022) - [i2]Meilin Yang, Jian Xu, Yang Liu, Wenbo Ding:
FedHAP: Federated Hashing with Global Prototypes for Cross-silo Retrieval. CoRR abs/2207.05525 (2022) - 2021
- [c1]Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan:
Live Gradient Compensation for Evading Stragglers in Distributed Learning. INFOCOM 2021: 1-10 - [i1]Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan:
SignGuard: Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering. CoRR abs/2109.05872 (2021)
Coauthor Index
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