Xin-Chun Li

Joined

February 2020

Names

Xin-Chun Li (Preferred)

,

Li Xin-Chun

Emails

****@lamda.nju.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Nanjing University (nju.edu.cn)

2021 – 2025

MS student

Nanjing University (nju.edu.cn)

2018 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2025

Expertise

Federated Learning

Present

Transfer Learning

Present

Model Fusion

Present

Loss Landscape

Present

Publications

Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks
Xin-Chun Li, Jin-Lin Tang, Bo Zhang, Lan Li, De-Chuan Zhan
- NeurIPS 2024 poster
- Readers: Everyone
Aligning model outputs for class imbalanced non-IID federated learning
Lan Li, De-Chuan Zhan, Xin-Chun Li
- Mach. Learn. 2024
- Readers: Everyone
Revisit the Essence of Distilling Knowledge through Calibration
Wen-Shu Fan, Su Lu, Xin-Chun Li, De-Chuan Zhan, Le Gan
- ICML 2024 Poster
- Readers: Everyone
Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation
Lan Li, Xin-Chun Li, Han-Jia Ye, De-Chuan Zhan
- ICML 2024 Poster
- Readers: Everyone
MLI Formula: A Nearly Scale-Invariant Solution with Noise Perturbation
Bowen Tao, Xin-Chun Li, De-Chuan Zhan
- ICML 2024 Poster
- Readers: Everyone
MrTF: model refinery for transductive federated learning
Xin-Chun Li, Yang Yang, De-Chuan Zhan
- Data Min. Knowl. Discov. 2023
- Readers: Everyone
CLAF: Contrastive Learning with Augmented Features for Imbalanced Semi-Supervised Learning
Bowen Tao, Lan Li, Xin-Chun Li, De-Chuan Zhan
- CoRR 2023
- Readers: Everyone
Asymmetric Temperature Scaling Makes Larger Networks Teach Well Again
Xin-Chun Li, Wen-shu Fan, Shaoming Song, Yinchuan Li, bingshuai Li, yunfeng shao, De-Chuan Zhan
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Asymmetric Temperature Scaling Makes Larger Networks Teach Well Again
Xin-Chun Li, Wen-Shu Fan, Shaoming Song, Yinchuan Li, Bingshuai Li, Yunfeng Shao, De-Chuan Zhan
- NeurIPS 2022
- Readers: Everyone
Federated Learning with Position-Aware Neurons
Xin-Chun Li, Yi-Chu Xu, Shaoming Song, Bingshuai Li, Yinchuan Li, Yunfeng Shao, De-Chuan Zhan
- 2022 (modified: 16 Nov 2022)
- CVPR 2022
- Readers: Everyone

View all 21 publications

Co-Authors