I am a second year PhD student at City University of Hong Kong under the supervision of Prof. Ying Wei and Prof. Dapeng Oliver Wu. I received my Bachelor degree in Beihang University (2019-2023). I am now working on continual learning. I have published three papers at the top international conferences (e.g., ICML, KDD) with total 
π₯ News
- 2025.01: Β ππ Our paper SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning is accepted by ICLR 2025 oral.
- 2024.09: Β ππ Happy to receive Research Tuition Scholarship!
- 2024.06: Β ππ Happy to receive the ICML Travel Award (2024)!
- 2024.05: Β ππ Our paper Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions is accepted by KDD 2024.
- 2024.05: Β ππ Our paper Federated Continual Learning via Prompt-based Dual Knowledge Transfer is accepted by ICML 2024.
π Publications
- SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning, Yichen Wu^, Hongming Piao^, Long-Kai Huang, Renzhen Wang, Wanhua Li, Hanspeter Pfister, Deyu Meng, Kede Ma, Ying Wei, ICLR 2025 oral
- Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions, Yaqing Wang, Hongming Piao, Daxiang Dong, Quanming Yao, Jingbo Zhou, KDD 2024
- Federated Continual Learning via Prompt-based Dual Knowledge Transfer, Hongming Piao^, Yichen Wu^, Dapeng Wu, Ying Wei, ICML 2024
- MtCut: A Multi-Task Framework for Ranked List Truncation, Dong Wang, Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qishan Zhu, Yuxin Wen, Hongming Piao, WSDM 2022
π Honors and Awards
- 2024.06 ICML Travel Award.
- 2024.09 Research Tuition Scholarship.
π Educations
- 2023.09 - Now, PhD, Computer Science, City University of Hong Kong.
- 2019.09 - 2023.06, Undergraduate, Computer Science, Beihang University.
π» Internships
- 2022.08 - 2023.05, Baidu Research, supervised by Dr. Yaqing Wang.