Publications

Conference

Buhua Liu*, Zeke Xie*, Shuo Yang, Yiu-ming Cheung. Stronger Separability, Stronger Defense: Influence-based Backdoor Detection. Under review.

Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, Yunfeng Cai, Mingming Sun. Neural Field Classifiers via Target Encoding and Classification Loss. ICLR, 2024

Journal

Weichao Lan, Yiu-ming Cheung, Qing Xu, Buhua Liu, Zhikai Hu, Mengke Li, Zhenghua Chen. Improve Knowledge Distillation via Label Revision and Data Selection. Under review.

Yuzhi Zhao, Lai-Man Po, Xuehui Wang, Qiong Yan, Wei Shen, Yujia Zhang, Wei Liu, Chun-Kit Wong, Chiu-Sing Pang, Weifeng Ou, Wing-Yin Yu, Buhua Liu. ChildPredictor: A Child Face Prediction Framework with Disentangled Learning. IEEE Transactions on Multimedia, 2022