Stebėti
Chengyang Ying
Chengyang Ying
Ph.D. student, Tsinghua university
Patvirtintas el. paštas mails.tsinghua.edu.cn - Pagrindinis puslapis
Pavadinimas
Cituota
Cituota
Metai
Physics-informed machine learning: A survey on problems, methods and applications
Z Hao, S Liu, Y Zhang, C Ying, Y Feng, H Su, J Zhu
arXiv preprint arXiv:2211.08064, 2022
642022
Gnot: A general neural operator transformer for operator learning
Z Hao, Z Wang, H Su, C Ying, Y Dong, S Liu, Z Cheng, J Song, J Zhu
International Conference on Machine Learning (ICML23), 2023
352023
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
H Chen, C Lu, C Ying, H Su, J Zhu
International Conference on Learning Representations (ICLR 2023), 2022
342022
GSmooth: Certified robustness against semantic transformations via generalized randomized smoothing
Z Hao, C Ying, Y Dong, H Su, J Song, J Zhu
International Conference on Machine Learning (ICML 2022), 2022
152022
Towards safe reinforcement learning via constraining conditional value-at-risk
C Ying, X Zhou, H Su, D Yan, N Chen, J Zhu
International Joint Conference on Artificial Intelligence (IJCAI 2022), 2022
152022
A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs
S Liu, Z Hao, C Ying, H Su, J Zhu, Z Cheng
Conference on Neural Information Processing Systems (NeurIPS 2022), 2022
102022
Strategically-timed state-observation attacks on deep reinforcement learning agents
Y Qiaoben, X Zhou, C Ying, J Zhu
ICML 2021 Workshop on Adversarial Machine Learning, 2021
102021
Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning
Y Qiaoben, C Ying, X Zhou, H Su, J Zhu, B Zhang
SCIENCE CHINA Information Sciences (SCIS), 2023, 2021
82021
Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients
Z Hao, C Ying, H Su, J Zhu, J Song, Z Cheng
International Conference on Learning Representations (ICLR 2023), 2022
72022
Consistent attack: Universal adversarial perturbation on embodied vision navigation
C Ying, Y Qiaoben, X Zhou, H Su, W Ding, J Ai
Pattern Recognition Letters 168, 57-63, 2023
32023
NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data
S Liu, Z Hao, C Ying, H Su, Z Cheng, J Zhu
International Conference on Machine Learning (ICML23), 2023
22023
Reward Informed Dreamer for Task Generalization in Reinforcement Learning
C Ying, Z Hao, X Zhou, H Su, S Liu, J Li, D Yan, J Zhu
arXiv preprint arXiv:2303.05092, 2023
22023
On the Reuse Bias in Off-Policy Reinforcement Learning
C Ying, Z Hao, X Zhou, H Su, D Yan, J Zhu
International Joint Conference on Artificial Intelligence (IJCAI 2023), 2022
12022
Analysis of Alignment Phenomenon in Simple Teacher-student Networks with Finite Width
H Zhu, C Ying, S Zuo
2020
Sistema negali atlikti operacijos. Bandykite vėliau dar kartą.
Straipsniai 1–14