Ma, Siyuan

7 publications

ICLR 2025 Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset Yingzi Ma, Jiongxiao Wang, Fei Wang, Siyuan Ma, Jiazhao Li, Jinsheng Pan, Xiujun Li, Furong Huang, Lichao Sun, Bo Li, Yejin Choi, Muhao Chen, Chaowei Xiao

NeurIPS 2025 Fast Training of Large Kernel Models with Delayed Projections Amirhesam Abedsoltan, Siyuan Ma, Parthe Pandit, Mikhail Belkin

ICMLW 2023 Generative Semi-Supervised Learning with a Neural Seq2seq Noisy Channel Soroosh Mariooryad, Matt Shannon, Siyuan Ma, Tom Bagby, David Teh-Hwa Kao, Daisy Stanton, Eric Battenberg, Rj Skerry-Ryan

ACML 2023 TFAN: Temporal-Feature Correlations Attention-Based Network for Urban Air Quality Prediction Using Data Fusion Technology Siyuan Ma, Fan Zhang, Wanli Hou, Yarui Li, Wei Song

ICML 2018 The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-Parametrized Learning Siyuan Ma, Raef Bassily, Mikhail Belkin

ICML 2018 To Understand Deep Learning We Need to Understand Kernel Learning Mikhail Belkin, Siyuan Ma, Soumik Mandal

NeurIPS 2017 Diving into the Shallows: A Computational Perspective on Large-Scale Shallow Learning Siyuan Ma, Mikhail Belkin