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Yichen Li 0006
Person information
- affiliation: Huazhong University of Science and Technology, School of Computer Science and Technology, China
- affiliation (former): Soochow University, School of Computer Science and Technology, China
Other persons with the same name
- Yichen Li — disambiguation page
- Yichen Li 0001 — Nanjing Normal University, China
- Yichen Li 0002 — University of Edinburgh, Institute for Digital Communications, UK
- Yichen Li 0003
— Chinese University of Hong Kong, Hong Kong - Yichen Li 0004
— MIT, CSAIL, Boston, MA, USA - Yichen Li 0005
— Shanghai Jiao Tong University, Key Laboratory of System Control and Information Processing, China
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2020 – today
- 2026
[j8]Yichen Li
, Haozhao Wang
, Wenchao Xu
, Tianzhe Xiao, Hong Liu, Minzhu Tu
, Yuying Wang, Xin Yang
, Rui Zhang
, Shui Yu
, Song Guo
, Ruixuan Li
:
Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey. IEEE Commun. Surv. Tutorials 28: 1059-1098 (2026)
[j7]Haitao Wang
, Jiyuan He
, Yichen Li
, Wenchao Xu
, Haozhao Wang
, Yining Qi
, Hongwei Lu
, Ruixuan Li
:
FedCHG: Graph autoencoder enhanced federated learning for cross-Domain heterogeneous graph. Expert Syst. Appl. 310: 131335 (2026)
[j6]Haitao Wang
, Aojie Luo
, Wenchao Xu
, Haozhao Wang
, Yichen Li
, Yining Qi
, Rui Zhang
, Ruixuan Li
:
FedEGL: Edge-assisted federated graph learning. Inf. Fusion 130: 104118 (2026)
[c10]Yichen Li, Hang Su, Huifa Li, Haolin Yang, Xinlin Zhuang, Haochen Xue, Haozhao Wang, Imran Razzak:
FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning. AAAI 2026: 23256-23264
[i13]Yihao Ouyang, Shiwei Li, Haozhao Wang, Xiandi Luo, Zhuoqi Hu, Yuetong Song, Qiyu Qin, Yichen Li, Ruixuan Li:
Nonlinearity as Rank: Generative Low-Rank Adapter with Radial Basis Functions. CoRR abs/2602.05709 (2026)- 2025
[j5]Yichen Li
, Haozhao Wang
, Yining Qi
, Wei Liu
, Ruixuan Li
:
Re-Fed+: A Better Replay Strategy for Federated Incremental Learning. IEEE Trans. Pattern Anal. Mach. Intell. 47(7): 5489-5500 (2025)
[j4]Yuying Wang
, Yichen Li
, Haozhao Wang, Lei Zhao, Xiaofang Zhang
:
Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction. J. Softw. Evol. Process. 37(1) (2025)
[c9]Yichen Li, Yuying Wang, Haozhao Wang, Yining Qi, Tianzhe Xiao, Ruixuan Li:
FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence. ICML 2025
[c8]Tianzhe Xiao
, Yichen Li
, Yu Zhou
, Yining Qi
, Yi Liu
, Wei Wang
, Haozhao Wang
, Yi Wang
, Ruixuan Li
:
FedRE: Robust and Effective Federated Learning with Privacy Preference. ICMR 2025: 1550-1559
[c7]Yichen Li
, Yijing Shan
, Yi Liu
, Haozhao Wang
, Wei Wang
, Yi Wang
, Ruixuan Li
:
Personalized Federated Recommendation for Cold-Start Users via Adaptive Knowledge Fusion. WWW 2025: 2700-2709
[i12]Yichen Li, Yuying Wang, Jiahua Dong, Haozhao Wang, Yining Qi, Rui Zhang, Ruixuan Li:
Resource-Constrained Federated Continual Learning: What Does Matter? CoRR abs/2501.08737 (2025)
[i11]Yichen Li, Qiyu Qin, Gaoyang Zhu, Wenchao Xu, Haozhao Wang, Yuhua Li, Rui Zhang, Ruixuan Li:
A Systematic Survey on Federated Sequential Recommendation. CoRR abs/2504.05313 (2025)
[i10]Tianzhe Xiao, Yichen Li, Yu Zhou, Yining Qi, Yi Liu, Wei Wang, Haozhao Wang, Yi Wang, Ruixuan Li:
FedRE: Robust and Effective Federated Learning with Privacy Preference. CoRR abs/2505.04889 (2025)
[i9]Xinlin Zhuang, Feilong Tang, Haolin Yang, Ming Hu, Huifa Li, Haochen Xue, Yichen Li, Junjun He, Zongyuan Ge, Ying Qian, Imran Razzak:
Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data. CoRR abs/2508.01450 (2025)
[i8]Xiwei Liu, Yulong Li, Yichen Li, Xinlin Zhuang, Haolin Yang, Huifa Li, Imran Razzak:
Towards Robust Visual Continual Learning with Multi-Prototype Supervision. CoRR abs/2509.16011 (2025)
[i7]Xinlin Zhuang, Yichen Li, Xiwei Liu, Haolin Yang, Yifan Lu, Ziyun Zou, Yulong Li, Huifa Li, Dongliang Chen, Qinglei Wang, Weiyang Liu, Ying Qian, Jiangming Shi, Imran Razzak:
CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection. CoRR abs/2511.18519 (2025)- 2024
[j3]Yichen Li
, Wenchao Xu
, Yining Qi
, Haozhao Wang
, Ruixuan Li
, Song Guo
:
SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning. IEEE Trans. Parallel Distributed Syst. 35(11): 1879-1890 (2024)
[j2]Jianian Zhu, Yichen Li, Haozhao Wang, Yining Qi, Ruixuan Li:
Hypernetwork-driven centralized contrastive learning for federated graph classification. World Wide Web (WWW) 27(5): 56 (2024)
[c6]Yichen Li, Qunwei Li, Haozhao Wang, Ruixuan Li, Wenliang Zhong, Guannan Zhang:
Towards Efficient Replay in Federated Incremental Learning. CVPR 2024: 12820-12829
[c5]Yichen Li
, Wenchao Xu, Haozhao Wang
, Yining Qi
, Jingcai Guo
, Ruixuan Li
:
Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching. ECCV (46) 2024: 127-144
[c4]Haozhao Wang, Haoran Xu, Yichen Li, Yuan Xu
, Ruixuan Li, Tianwei Zhang:
FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation. ICLR 2024
[i6]Yichen Li, Qunwei Li, Haozhao Wang, Ruixuan Li, Wenliang Zhong, Guannan Zhang:
Towards Efficient Replay in Federated Incremental Learning. CoRR abs/2403.05890 (2024)
[i5]Yichen Li, Wenchao Xu, Haozhao Wang, Ruixuan Li, Yining Qi, Jingcai Guo:
Personalized Federated Domain-Incremental Learning based on Adaptive Knowledge Matching. CoRR abs/2407.05005 (2024)
[i4]Yichen Li, Yuying Wang, Tianzhe Xiao, Haozhao Wang, Yining Qi, Ruixuan Li:
Rehearsal-Free Continual Federated Learning with Synergistic Regularization. CoRR abs/2412.13779 (2024)
[i3]Yichen Li, Haozhao Wang, Wenchao Xu, Tianzhe Xiao, Hong Liu, Minzhu Tu, Yuying Wang, Xin Yang, Rui Zhang, Shui Yu, Song Guo, Ruixuan Li:
Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey. CoRR abs/2412.13840 (2024)
[i2]Yuying Wang, Yichen Li, Haozhao Wang, Lei Zhao, Xiaofang Zhang:
Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction. CoRR abs/2412.17317 (2024)
[i1]Tianzhe Xiao, Yichen Li, Yining Qi, Haozhao Wang, Ruixuan Li:
FedGIG: Graph Inversion from Gradient in Federated Learning. CoRR abs/2412.18513 (2024)- 2023
[c3]Haozhao Wang, Yichen Li, Wenchao Xu, Ruixuan Li, Yufeng Zhan, Zhigang Zeng
:
DaFKD: Domain-aware Federated Knowledge Distillation. CVPR 2023: 20412-20421
[c2]Hao Zhu, Yichen Li, Jie Li, Xiaofang Zhang:
An Efficient Design Smell Detection Approach with Inter-class Relation (S). SEKE 2023: 181-186- 2022
[j1]Yichen Li, An Liu, Lei Zhao, Xiaofang Zhang
:
Hybrid Model with Multi-Level Code Representation for Multi-Label Code Smell Detection (077). Int. J. Softw. Eng. Knowl. Eng. 32(11&12): 1643-1666 (2022)
[c1]Yichen Li, Xiaofang Zhang:
Multi-Label Code Smell Detection with Hybrid Model based on Deep Learning. SEKE 2022: 42-47
Coauthor Index

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last updated on 2026-03-29 22:54 CEST by the dblp team
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