陈旭阳 Xu-Yang Chen M.Sc Student, LAMDA Group School of Artificial Intelligence Nanjing University, Nanjing 210023, China Email: chenxy [at] lamda.nju.edu.cn

Short Biography

I received my B.Sc. degree from School of Artificial Intelligence, Nanjing University, in June 2023. In the same year, I was admitted to study for a M.Sc. degree in Nanjing University without entrance examination in the LAMDA Group led by professor Zhi-Hua Zhou, under the supervision of Assistant Researcher Han-Jia Ye and Prof. De-Chuan Zhan.

Research Interests

My research interests include Machine Learning and Data Mining, especially Time Series Forecasting.

Publications

• Xu-Yang Chen^*, Lu Han^*, De-Chuan Zhan, Han-Jia Ye. MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification. The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI'25). (CCF-A) [ArXiv]

• Lu Han^*, Xu-Yang Chen^*, Han-Jia Ye, De-Chuan Zhan. SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion. Annual Conference on Neural Information Processing Systems (NeurIPS'24). (CCF-A) [ArXiv] [OpenReview] [code]

Awards & Honors

• Weather4cast Competition@NeurIPS, 1st prize in the TRANSFER LEARNING Leaderboard, 2nd prize in the NOWCASTING Leaderboard, 3rd prize in the CORE Leaderboard, 2023.
• ChaBuD Challenge@ECML/PKDD, 1st prize, 2023.

Correspondence

Email: chenxy [at] lamda.nju.edu.cn

Office: Room A304, Shaoyifu Building, Xianlin Campus of Nanjing University

Address: National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China

(南京市栖霞区仙林大道163号, 南京大学仙林校区603信箱, 软件新技术国家重点实验室, 210023.)