Wu, Yongtao

16 publications

TMLR 2026 Multi-Step Alignment as Markov Games: An Optimistic Online Mirror Descent Approach with Convergence Guarantees Yongtao Wu, Luca Viano, Kimon Antonakopoulos, Yihang Chen, Zhenyu Zhu, Quanquan Gu, Volkan Cevher

NeurIPS 2025 Linear Attention for Efficient Bidirectional Sequence Modeling Arshia Afzal, Elias Abad Rocamora, Leyla Naz Candogan, Pol Puigdemont, Francesco Tonin, Yongtao Wu, Mahsa Shoaran, Volkan Cevher

ICLR 2025 Quantum-PEFT: Ultra Parameter-Efficient Fine-Tuning Toshiaki Koike-Akino, Francesco Tonin, Yongtao Wu, Frank Zhengqing Wu, Leyla Naz Candogan, Volkan Cevher

NeurIPS 2025 Robustness in Both Domains: CLIP Needs a Robust Text Encoder Elias Abad Rocamora, Christian Schlarmann, Naman Deep Singh, Yongtao Wu, Matthias Hein, Volkan Cevher

TMLR 2025 Single-Pass Detection of Jailbreaking Input in Large Language Models Leyla Naz Candogan, Yongtao Wu, Elias Abad Rocamora, Grigorios Chrysos, Volkan Cevher

ICLRW 2024 Character-Level Robustness Should Be Revisited Elias Abad Rocamora, Yongtao Wu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher

NeurIPSW 2024 Imbalance-Regularized LoRA: A Plug-and-Play Method for Improving Fine-Tuning of Foundation Models Zhenyu Zhu, Yongtao Wu, Quanquan Gu, Volkan Cevher

NeurIPS 2024 Membership Inference Attacks Against Large Vision-Language Models Zhan Li, Yongtao Wu, Yihang Chen, Francesco Tonin, Elias Abad Rocamora, Volkan Cevher

NeurIPSW 2024 Multi-Step Preference Optimization via Two-Player Markov Games Yongtao Wu, Luca Viano, Yihang Chen, Zhenyu Zhu, Quanquan Gu, Volkan Cevher

ICMLW 2024 Quantum-PEFT: Ultra Parameter-Efficient Fine-Tuning Toshiaki Koike-Akino, Francesco Tonin, Yongtao Wu, Leyla Naz Candogan, Volkan Cevher

ICML 2024 Revisiting Character-Level Adversarial Attacks for Language Models Elias Abad Rocamora, Yongtao Wu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher

ICLR 2024 Robust NAS Under Adversarial Training: Benchmark, Theory, and Beyond Yongtao Wu, Fanghui Liu, Carl-Johann Simon-Gabriel, Grigorios Chrysos, Volkan Cevher

ICLRW 2024 Single-Pass Detection of Jailbreaking Input in Large Language Models Leyla Naz Candogan, Yongtao Wu, Elias Abad Rocamora, Grigorios Chrysos, Volkan Cevher

ICML 2024 Universal Gradient Methods for Stochastic Convex Optimization Anton Rodomanov, Ali Kavis, Yongtao Wu, Kimon Antonakopoulos, Volkan Cevher

NeurIPS 2023 On the Convergence of Encoder-Only Shallow Transformers Yongtao Wu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher

NeurIPS 2022 Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: A Polynomial Net Study Yongtao Wu, Zhenyu Zhu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher