Guannan Lai

According to our database, Guannan Lai authored at least 8 papers between 2025 and 2026.

Collaborative distances:

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

2026

The Golden Subspace: Where Efficiency Meets Generalization in Continual Test-Time Adaptation.

Guannan Lai, Da-Wei Zhou, Zhenguo Li, Han-Jia Ye

CoRR, March, 2026

When Routing Collapses: On the Degenerate Convergence of LLM Routers.

Guannan Lai, Han-Jia Ye

CoRR, February, 2026

MMR-Bench: A Comprehensive Benchmark for Multimodal LLM Routing.

Haoxuan Ma, Guannan Lai, Han-Jia Ye

CoRR, January, 2026

2025

The Lie of the Average: How Class Incremental Learning Evaluation Deceives You?

Guannan Lai, Da-Wei Zhou, Xin Yang, Han-Jia Ye

CoRR, September, 2025

Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer.

Yujie Li, Guannan Lai, Xin Yang, Yonghao Li, Marcello M. Bonsangue, Tianrui Li

CoRR, February, 2025

A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing.

Guannan Lai, Yihui Feng, Xin Yang, Xiaoyu Deng, Hao Yu, Shuyin Xia, Guoyin Wang, Tianrui Li

CoRR, January, 2025

RACE: Robust adaptive and clustering elimination for noisy labels in continual learning.

Xiaolong Yang, Guannan Lai, Dan Meng, Xuemei Cao, Xin Yang

Knowl. Based Syst., 2025

Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping.

Guannan Lai, Yujie Li, Xiangkun Wang, Junbo Zhang, Tianrui Li, Xin Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025