Yongtao Wu

24 papers A* 7Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-Step Alignment as Markov Games: An Optimistic Online Mirror Descent Approach with Convergence Guarantees.
Trans. Mach. Learn. Res.
Yongtao Wu, Luca Viano, Kimon Antonakopoulos, Yihang Chen, Zhenyu Zhu, Quanquan Gu, Volkan Cevher
2025 J jnl
DiffCAP: Diffusion-based Cumulative Adversarial Purification for Vision Language Models.
CoRR
Jia Fu, Yongtao Wu, Yihang Chen, Kunyu Peng, Xiao Zhang, Volkan Cevher, Sepideh Pashami, Anders Holst
2025 J jnl
Hadamard Product in Deep Learning: Introduction, Advances and Challenges.
IEEE Trans. Pattern Anal. Mach. Intell.
Grigorios G. Chrysos, Yongtao Wu, Razvan Pascanu, Philip H. S. Torr, Volkan Cevher
2025 J jnl
Hadamard product in deep learning: Introduction, Advances and Challenges.
CoRR
Grigorios G. Chrysos, Yongtao Wu, Razvan Pascanu, Philip Torr, Volkan Cevher
2025 J jnl
Linear Attention for Efficient Bidirectional Sequence Modeling.
CoRR
Arshia Afzal, Elías Abad-Rocamora, Leyla Naz Candogan, Pol Puigdemont, Francesco Tonin, Yongtao Wu, Mahsa Shoaran, Volkan Cevher
2025 J jnl
Multi-Step Alignment as Markov Games: An Optimistic Online Gradient Descent Approach with Convergence Guarantees.
CoRR
Yongtao Wu, Luca Viano, Yihang Chen, Zhenyu Zhu, Kimon Antonakopoulos, Quanquan Gu, Volkan Cevher
2025 A* conf
Quantum-PEFT: Ultra parameter-efficient fine-tuning.
ICLR
Toshiaki Koike-Akino, Francesco Tonin, Yongtao Wu, Frank Zhengqing Wu, Leyla Naz Candogan, Volkan Cevher
2025 J jnl
Quantum-PEFT: Ultra parameter-efficient fine-tuning.
CoRR
Toshiaki Koike-Akino, Francesco Tonin, Yongtao Wu, Frank Zhengqing Wu, Leyla Naz Candogan, Volkan Cevher
2025 J jnl
Robustness in Both Domains: CLIP Needs a Robust Text Encoder.
CoRR
Elías Abad-Rocamora, Christian Schlarmann, Naman Deep Singh, Yongtao Wu, Matthias Hein, Volkan Cevher
2025 J jnl
Single-pass Detection of Jailbreaking Input in Large Language Models.
CoRR
Leyla Naz Candogan, Yongtao Wu, Elías Abad-Rocamora, Grigorios G. Chrysos, Volkan Cevher
2025 J jnl
Single-pass Detection of Jailbreaking Input in Large Language Models.
Trans. Mach. Learn. Res.
Leyla Naz Candogan, Yongtao Wu, Elías Abad-Rocamora, Grigorios Chrysos, Volkan Cevher
2024 J jnl
Intelligent analysis method for the global vertical displacement field of foundation pits in dense karst cave areas.
Eng. Appl. Artif. Intell.
Jin Liao, Chunxiu Lin, Chunhui Lan, Yongtao Wu, Zhen Liu, Cuiying Zhou
2024 A* conf
Membership Inference Attacks against Large Vision-Language Models.
NeurIPS
Zhan Li, Yongtao Wu, Yihang Chen, Francesco Tonin, Elías Abad-Rocamora, Volkan Cevher
2024 J jnl
Membership Inference Attacks against Large Vision-Language Models.
CoRR
Zhan Li, Yongtao Wu, Yihang Chen, Francesco Tonin, Elías Abad-Rocamora, Volkan Cevher
2024 A* conf
Revisiting Character-level Adversarial Attacks for Language Models.
ICML
Elías Abad-Rocamora, Yongtao Wu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher
2024 J jnl
Revisiting character-level adversarial attacks.
CoRR
Elías Abad-Rocamora, Yongtao Wu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher
2024 A* conf
Robust NAS under adversarial training: benchmark, theory, and beyond.
ICLR
Yongtao Wu, Fanghui Liu, Carl-Johann Simon-Gabriel, Grigorios Chrysos, Volkan Cevher
2024 J jnl
Robust NAS under adversarial training: benchmark, theory, and beyond.
CoRR
Yongtao Wu, Fanghui Liu, Carl-Johann Simon-Gabriel, Grigorios G. Chrysos, Volkan Cevher
2024 A* conf
Universal Gradient Methods for Stochastic Convex Optimization.
ICML
Anton Rodomanov, Ali Kavis, Yongtao Wu, Kimon Antonakopoulos, Volkan Cevher
2023 A* conf
On the Convergence of Encoder-only Shallow Transformers.
NeurIPS
Yongtao Wu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher
2023 J jnl
On the Convergence of Encoder-only Shallow Transformers.
CoRR
Yongtao Wu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher
2022 J jnl
Adversarial Audio Synthesis with Complex-valued Polynomial Networks.
CoRR
Yongtao Wu, Grigorios G. Chrysos, Volkan Cevher
2022 A* conf
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study.
NeurIPS
Yongtao Wu, Zhenyu Zhu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher
2022 J jnl
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study.
CoRR
Yongtao Wu, Zhenyu Zhu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher