📝 Publications

BOFA: Orthogonal Low-Rank Bridge-Layer Fusion for CLIP-Based Class-Incremental Learning. Lan Li, Da-Wei Zhou, Tao Hu, Jia-Qi Yang, Han-jia Ye, De-Chuan Zhan. AAAI 2026 (CCF-A).

Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts. Lan Li, Da-Wei Zhou, Han-jia Ye, De-Chuan Zhan. paper, code, ICML 2025 (CCF-A).

Enhancing Class-Imbalanced Learning with Pre-trained Guidance through Class-Conditional Knowledge Distillation. Lan Li, Xin-Chun Li, De-Chuan Zhan, Han-jia Ye. paper, ICML 2024 (CCF-A).

Twice Class Bias Correction for Imbalanced Semi-Supervised Learning. Lan Li, Bo-wen Tao, Lu Han, De-Chuan Zhan, Han-jia Ye. paper, AAAI 2024 (CCF-A).

Aligning Model Outputs for Class Imbalanced Non-IID Federated Learning. Lan Li, De-Chuan Zhan, Xin-Chun Li. paper, Machine Learning (CCF-B).

CLAF: Contrastive Learning with Augmented Features for Imbalanced Semi-Supervised Learning. Bowen Tao, Lan Li, Xin-Chun Li, De-Chuan Zhan. paper, ICASSP 2024 (CCF-B).

Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks. Xin-Chun Li, Jin-Lin Tang, Bo Zhang, Lan Li, De-Chuan Zhan. paper, NeurIPS 2024 (CCF-A).

Preliminary Steps Towards Federated Sentiment Classification. Xin-Chun Li, Lan Li, De-Chuan Zhan, Yunfeng Shao, Bingshuai Li, Shaoming Song. paper.