Generalization of Scaled Deep ResNets in the Mean-Field Regime. - Yihang Chen 003; Fanghui Liu 001; Yiping Lu; Grigorios Chrysos 002; Volkan Cevher (ICLR, 2024)

Order-Preserving GFlowNets. - Yihang Chen 003; Lukas Mauch (ICLR, 2024)

High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization. - Yihang Chen 003; Fanghui Liu 001; Taiji Suzuki; Volkan Cevher (ICML, 2024)

Membership Inference Attacks against Large Vision-Language Models. - Zhan Li; Yongtao Wu; Yihang Chen 003; Francesco Tonin; Elías Abad-Rocamora; Volkan Cevher (NeurIPS, 2024)

Multi-Step Alignment as Markov Games: An Optimistic Online Gradient Descent Approach with Convergence Guarantees. - Yongtao Wu; Luca Viano; Yihang Chen 003; Zhenyu Zhu; Kimon Antonakopoulos; Quanquan Gu; Volkan Cevher (CoRR, 2025)

DiffCAP: Diffusion-based Cumulative Adversarial Purification for Vision Language Models. - Jia Fu 001; Yongtao Wu; Yihang Chen 003; Kunyu Peng; Xiao Zhang 016; Volkan Cevher; Sepideh Pashami; Anders Holst (CoRR, 2025)

Multi-Step Alignment as Markov Games: An Optimistic Online Mirror Descent Approach with Convergence Guarantees. - Yongtao Wu; Luca Viano; Kimon Antonakopoulos; Yihang Chen 003; Zhenyu Zhu; Quanquan Gu; Volkan Cevher (Trans. Mach. Learn. Res., 2026)