| Revisiting character-level adversarial attacks for language models EA Rocamora, Y Wu, F Liu, GG Chrysos, V Cevher Proceedings of the 41st International Conference on Machine Learning, PMLR …, 2024 | 34* | 2024 |
| Membership inference attacks against large vision-language models Z Li*, Y Wu*, Y Chen*, F Tonin, E Abad Rocamora, V Cevher Advances in Neural Information Processing Systems 37, 98645-98674, 2024 | 29 | 2024 |
| Hadamard product in deep learning: Introduction, Advances and Challenges GG Chrysos, Y Wu, R Pascanu, P Torr, V Cevher IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025 | 24 | 2025 |
| On the convergence of encoder-only shallow transformers Y Wu, F Liu, G Chrysos, V Cevher Advances in Neural Information Processing Systems 36, 52197-52237, 2023 | 19 | 2023 |
| Extrapolation and spectral bias of neural nets with hadamard product: a polynomial net study Y Wu, Z Zhu, F Liu, G Chrysos, V Cevher Advances in neural information processing systems 35, 26980-26993, 2022 | 19 | 2022 |
| Universal gradient methods for stochastic convex optimization A Rodomanov, A Kavis, Y Wu, K Antonakopoulos, V Cevher Proceedings of the 41st International Conference on Machine Learning, PMLR, 2024 | 15* | 2024 |
| Robust NAS under adversarial training: benchmark, theory, and beyond Y Wu, F Liu, CJ Simon-Gabriel, G Chrysos, V Cevher The Twelfth International Conference on Learning Representations, 2024 | 12 | 2024 |
| Adversarial audio synthesis with complex-valued polynomial networks Y Wu, GG Chrysos, V Cevher arXiv preprint arXiv:2206.06811, 2022 | 10 | 2022 |
| Quantum-PEFT: Ultra parameter-efficient fine-tuning T Koike-Akino, F Tonin, Y Wu, Z Wu, LN Candogan, V Cevher The Thirteenth International Conference on Learning Representations, 2025 | 7 | 2025 |
| Multi-step alignment as markov games: An optimistic online gradient descent approach with convergence guarantees Y Wu*, L Viano*, K Antonakopoulos, Y Chen, Z Zhu, Q Gu, V Cevher Transactions on Machine Learning Research, 2025 | 6 | 2025 |
| Machine learning-aided hysteretic response prediction of double skin composite wall under earthquake loads S Wang, W Wang, Y Wu, Z Xie, Y Gao Journal of Building Engineering 101, 111837, 2025 | 6 | 2025 |
| Single-pass detection of jailbreaking input in large language models LN Candogan, Y Wu, EA Rocamora, GG Chrysos, V Cevher Transactions on Machine Learning Research, 2025 | 6 | 2025 |
| Imbalance-Regularized LoRA: A Plug-and-Play Method for Improving Fine-Tuning of Foundation Models Z Zhu, Y Wu, Q Gu, V Cevher | 4 | 2024 |
| Linear attention for efficient bidirectional sequence modeling A Afzal, EA Rocamora, LN Candogan, P Puigdemont, F Tonin, Y Wu, ... arXiv preprint arXiv:2502.16249, 2025 | 3 | 2025 |
| DiffCAP: Diffusion-based Cumulative Adversarial Purification for Vision Language Models J Fu, Y Wu, Y Chen, K Peng, X Zhang, V Cevher, S Pashami, A Holst arXiv preprint arXiv:2506.03933, 2025 | 2 | 2025 |
| Robustness in Both Domains: CLIP Needs a Robust Text Encoder EA Rocamora, C Schlarmann, ND Singh, Y Wu, M Hein, V Cevher The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025 | 1 | 2025 |
| Multi-Step Preference Optimization via Two-Player Markov Games Y Wu*, L Viano*, Y Chen, Z Zhu, Q Gu, V Cevher Language Gamification-NeurIPS 2024 Workshop, 2024 | | 2024 |
