Junmin Huang

According to our database, Junmin Huang authored at least 3 papers between 2025 and 2026.

Collaborative distances:

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

2026

Exploring efficiency frontiers of thinking budget in medical reasoning: Scaling laws between computational resources and reasoning quality.

Ziqian Bi, Lu Chen, Hongying Luo, Junhao Song, Enze Ge, Junmin Huang, Tianyang Wang, Keyu Chen, Chia Xin Liang, Zihan Wei, Huafeng Liu, Chunjie Tian, Jibin Guan, Joe Yeong, Yongzhi Xu, Junfeng Hao, Peng Wang

J. Biomed. Informatics, 2026

Good Gradients Poison Your Model: Evading Defenses in Federated Learning via Boundary-adaptive Perturbation.

Xiaojie Zhao, Jinqiao Shi, Yi Li, Junmin Huang, Chongru Fan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Predicting ICU In-Hospital Mortality Using Adaptive Transformer Layer Fusion.

Han Wang, Ruoyun He, Guoguang Lao, Ting Liu, Hejiao Luo, Changqi Qin, Hongying Luo, Junmin Huang, Zihan Wei, Lu Chen, Yongzhi Xu, Ziqian Bi, Junhao Song, Tianyang Wang, Chia Xin Liang, Xinyuan Song, Huafeng Liu, Junfeng Hao, Chunjie Tian

CoRR, June, 2025