Yichen Li

According to our database, Yichen Li authored at least 30 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

DoAtlas-1: A Causal Compilation Paradigm for Clinical AI.

Yulong Li, Jianxu Chen, Xiwei Liu, Chuanyue Suo, Rong Xia, Zhixiang Lu, Yichen Li, Xinlin Zhuang, Niranjana Arun Menon, Yutong Xie, Eran Segal, Imran Razzak

CoRR, February, 2026

Nonlinearity as Rank: Generative Low-Rank Adapter with Radial Basis Functions.

Yihao Ouyang, Shiwei Li, Haozhao Wang, Xiandi Luo, Zhuoqi Hu, Yuetong Song, Qiyu Qin, Yichen Li, Ruixuan Li

CoRR, February, 2026

FedEGL: Edge-assisted federated graph learning.

Haitao Wang, Aojie Luo, Wenchao Xu, Haozhao Wang, Yichen Li, Yining Qi, Rui Zhang, Ruixuan Li

Inf. Fusion, 2026

FedCHG: Graph autoencoder enhanced federated learning for cross-Domain heterogeneous graph.

Haitao Wang, Jiyuan He, Yichen Li, Wenchao Xu, Haozhao Wang, Yining Qi, Hongwei Lu, Ruixuan Li

Expert Syst. Appl., 2026

Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey.

Yichen Li, Haozhao Wang, Wenchao Xu, Tianzhe Xiao, Hong Liu, Minzhu Tu, Yuying Wang, Xin Yang, Rui Zhang, Shui Yu, Song Guo, Ruixuan Li

IEEE Commun. Surv. Tutorials, 2026

Rhythm of Opinion: Interpretable Hawkes-Graph Networks for Hierarchical Opinion Propagation.

Yulong Li, Zhixiang Lu, Peixin Guo, Simin Lai, Yuxuan Zhang, Haochen Xue, Xiwei Liu, Yichen Li, Zhaodong Wu, Feilong Tang, Mian Zhou, Chong Li, Imran Razzak, Qingxia Li, Jionglong Su

Proceedings of the ACM Web Conference 2026, 2026

Unbiased Rectification for Sequential Recommender Systems Under Fake Orders.

Qiyu Qin, Yichen Li, Haozhao Wang, Cheng Wang, Rui Zhang, Ruixuan Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Data-Centric Sequential Recommendation with Relation-Augmented Generation.

Yichen Li, Yichen Tan, Yijing Shan, Haozhao Wang, Rui Zhang, Imran Razzak, Ruixuan Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning.

Yichen Li, Hang Su, Huifa Li, Haolin Yang, Xinlin Zhuang, Haochen Xue, Haozhao Wang, Imran Razzak

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection.

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

CoRR, November, 2025

Towards Robust Visual Continual Learning with Multi-Prototype Supervision.

Xiwei Liu, Yulong Li, Yichen Li, Xinlin Zhuang, Haolin Yang, Huifa Li, Imran Razzak

CoRR, September, 2025

Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data.

Xinlin Zhuang, Feilong Tang, Haolin Yang, Ming Hu, Huifa Li, Haochen Xue, Yichen Li, Junjun He, Zongyuan Ge, Ying Qian, Imran Razzak

CoRR, August, 2025

Re-Fed+: A Better Replay Strategy for Federated Incremental Learning.

Yichen Li, Haozhao Wang, Yining Qi, Wei Liu, Ruixuan Li

IEEE Trans. Pattern Anal. Mach. Intell., July, 2025

A Systematic Survey on Federated Sequential Recommendation.

Yichen Li, Qiyu Qin, Gaoyang Zhu, Wenchao Xu, Haozhao Wang, Yuhua Li, Rui Zhang, Ruixuan Li

CoRR, April, 2025

Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction.

Yuying Wang, Yichen Li, Haozhao Wang, Lei Zhao, Xiaofang Zhang

J. Softw. Evol. Process., January, 2025

Resource-Constrained Federated Continual Learning: What Does Matter?

Yichen Li, Yuying Wang, Jiahua Dong, Haozhao Wang, Yining Qi, Rui Zhang, Ruixuan Li

CoRR, January, 2025

Personalized Federated Recommendation for Cold-Start Users via Adaptive Knowledge Fusion.

Yichen Li, Yijing Shan, Yi Liu, Haozhao Wang, Wei Wang, Yi Wang, Ruixuan Li

Proceedings of the ACM on Web Conference 2025, 2025

FedRE: Robust and Effective Federated Learning with Privacy Preference.

Tianzhe Xiao, Yichen Li, Yu Zhou, Yining Qi, Yi Liu, Wei Wang, Haozhao Wang, Yi Wang, Ruixuan Li

Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence.

Yichen Li, Yuying Wang, Haozhao Wang, Yining Qi, Tianzhe Xiao, Ruixuan Li

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning.

Yichen Li, Wenchao Xu, Yining Qi, Haozhao Wang, Ruixuan Li, Song Guo

IEEE Trans. Parallel Distributed Syst., November, 2024

Hypernetwork-driven centralized contrastive learning for federated graph classification.

Jianian Zhu, Yichen Li, Haozhao Wang, Yining Qi, Ruixuan Li

World Wide Web (WWW), September, 2024

FedGIG: Graph Inversion from Gradient in Federated Learning.

Tianzhe Xiao, Yichen Li, Yining Qi, Haozhao Wang, Ruixuan Li

CoRR, 2024

Rehearsal-Free Continual Federated Learning with Synergistic Regularization.

Yichen Li, Yuying Wang, Tianzhe Xiao, Haozhao Wang, Yining Qi, Ruixuan Li

CoRR, 2024

FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation.

Haozhao Wang, Haoran Xu, Yichen Li, Yuan Xu, Ruixuan Li, Tianwei Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching.

Yichen Li, Wenchao Xu, Haozhao Wang, Yining Qi, Jingcai Guo, Ruixuan Li

Proceedings of the Computer Vision - ECCV 2024, 2024

Towards Efficient Replay in Federated Incremental Learning.

Yichen Li, Qunwei Li, Haozhao Wang, Ruixuan Li, Wenliang Zhong, Guannan Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

An Efficient Design Smell Detection Approach with Inter-class Relation (S).

Hao Zhu, Yichen Li, Jie Li, Xiaofang Zhang

Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

DaFKD: Domain-aware Federated Knowledge Distillation.

Haozhao Wang, Yichen Li, Wenchao Xu, Ruixuan Li, Yufeng Zhan, Zhigang Zeng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Hybrid Model with Multi-Level Code Representation for Multi-Label Code Smell Detection (077).

Yichen Li, An Liu, Lei Zhao, Xiaofang Zhang

Int. J. Softw. Eng. Knowl. Eng., 2022

Multi-Label Code Smell Detection with Hybrid Model based on Deep Learning.

Yichen Li, Xiaofang Zhang

Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering, 2022