Multi-Label Knowledge Distillation. - Penghui Yang 001; Ming-Kun Xie; Chen-Chen Zong; Lei Feng 006; Gang Niu 001; Masashi Sugiyama; Sheng-Jun Huang (ICCV, 2023)

Mitigating Backdoor Attacks in Federated Learning via Flipping Weight Updates of Low-Activation Input Neurons. - Binbin Ding; Penghui Yang 001; Zeqing Ge; Shengjun Huang (CoRR, 2024)

Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head. - Penghui Yang 001; Chen-Chen Zong; Sheng-Jun Huang; Lei Feng 006; Bo An 001 (CoRR, 2024)

FLAIN: Mitigating Backdoor Attacks in Federated Learning via Flipping Weight Updates of Low-Activation Input Neurons. - Binbin Ding; Penghui Yang 001; Sheng-Jun Huang (ICMR, 2025)

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs. - Longxu Dou; Qian Liu 012; Fan Zhou; Changyu Chen; Zili Wang; Ziqi Jin; Zichen Liu; Tongyao Zhu; Cunxiao Du; Penghui Yang 001; Haonan Wang; Jiaheng Liu; et al. (CoRR, 2025)

LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification. - Penghui Yang 001; Cunxiao Du; Fengzhuo Zhang; Haonan Wang; Tianyu Pang; Chao Du; Bo An 001 (CoRR, 2025)

AutoMAT: A Hierarchical Framework for Autonomous Alloy Discovery. - Penghui Yang 001; Chendong Zhao; Bijun Tang; Zhonghan Zhang; Xinrun Wang; Yanchen Deng; Yuhao Lu; Cuntai Guan; Zheng Liu; Bo An 001 (CoRR, 2025)

A Unified Open Adapter for Open-World Noisy Label Learning: Data-Centric and Learning-Based Insights. - Chen-Chen Zong; Penghui Yang 001; Ming-Kun Xie; Sheng-Jun Huang (IEEE Trans. Circuits Syst. Video Technol., 2025)