| Deep Reinforcement Learning with Robust and Smooth Policy Q Shen, Y Li, H Jiang, Z Wang, T Zhao International Conference on Machine Learning (ICML), 2020, 8707-8718, 2020 | 76 | 2020 |
| Gflowout: Dropout with generative flow networks D Liu, M Jain, BFP Dossou, Q Shen, S Lahlou, A Goyal, N Malkin, ... International Conference on Machine Learning (ICML), 2023, 21715-21729, 2023 | 13 | 2023 |
| The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline H Wang, Q Shen, Y Tong, Y Zhang, K Kawaguchi International Conference on Machine Learning (ICML), 2024, 2023 | 9 | 2023 |
| VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models X Li*, Q Shen*, K Kawaguchi Conference on Computer Vision and Pattern Recognition (CVPR), 2024, 2023 | 4* | 2023 |
| FinerCut: Finer-grained Interpretable Layer Pruning for Large Language Models Y Zhang, Y Li, X Wang, Q Shen, B Plank, B Bischl, M Rezaei, ... arXiv preprint arXiv:2405.18218, 2024 | 2 | 2024 |
| PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification Q Shen, WH Tang, Z Deng, A Psaros, K Kawaguchi Advances in Neural Information Processing Systems (NeurIPS), 2023, 2023 | 1 | 2023 |
| State-Aware Proximal Pessimistic Algorithms for Offline Reinforcement Learning C Chen, H Tang, Y Ma, C Wang, Q Shen, D Li, J Hao arXiv preprint arXiv:2211.15065, 2022 | 1 | 2022 |
| State-space models are accurate and efficient neural operators for dynamical systems Z Hu, NA Daryakenari, Q Shen, K Kawaguchi, GE Karniadakis arXiv preprint arXiv:2409.03231, 2024 | | 2024 |
| Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization Q Shen, Y Wang, Z Yang, X Li, H Wang, Y Zhang, J Scarlett, Z Zhu, ... arXiv preprint arXiv:2406.14095, 2024 | | 2024 |
| PRIMAL: A Linear Programming-based Sparse Learning Library in R and Python Q Shen, Z Li, Y Xie, T Zhao | | |
Kenji KawaguchiPresidential Young Professor, National University of SingaporeVerified email at nus.edu.sg