Publications

Conference

Buhua Liu, Shuo Yang, Zhiqiang Xu, Haoyi Xiong, Yiu-ming Cheung, Zeke Xie. Stronger Separability, Stronger Defense: Influence-based Backdoor Detection. Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2025 (Oral).

Zipeng Qi*, Buhua Liu*, Shiyan Zhang, Bao Li, Zhiqiang Xu, Haoyi Xiong, Zeke Xie. A Simple and Efficient Baseline for Zero-Shot Generative Classification. 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. International Conference on Learning Representations, 2024.

Journal

Buhua Liu, Shitong Shao, Bao Li, Lichen Bai, Zhiqiang Xu, Haoyi Xiong, James Kwok, Sumi Helal, Zeke Xie. Alignment of Diffusion Models: Fundamentals, Challenges, and Future. Under review.

Buhua Liu. MetaBackdoor: Learning to Backdoor across Learning Paradigms. Under review.

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.