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Tianrong Chen
Tianrong Chen
Apple Machine Learning Research
Verified email at apple.com
Title
Cited by
Cited by
Year
Likelihood Training of Schr\" odinger Bridge using Forward-Backward SDEs Theory
T Chen, GH Liu, EA Theodorou
International Conference on Learning Representation (ICLR2022), 2021
2482021
Deep Generalized Schr\" odinger Bridge
GH Liu, T Chen, O So, EA Theodorou
Advances in Neural Information Processing Systems (NeurIPS 2022), 2022
1002022
Normalizing flows are capable generative models
S Zhai, R Zhang, P Nakkiran, D Berthelot, J Gu, H Zheng, T Chen, ...
arXiv preprint arXiv:2412.06329, 2024
522024
Mirror diffusion models for constrained and watermarked generation
GH Liu, T Chen, E Theodorou, M Tao
Advances in Neural Information Processing Systems (NeurIPS2023) 36, 2024
452024
Deep multi-marginal momentum Schrödinger bridge
T Chen, G Liu, M Tao, EA Theodorou
Proceedings of the 37th International Conference on Neural Information …, 2023
34*2023
Second-Order Neural ODE Optimizer
GH Liu, T Chen, E Theodorou
Advances in Neural Information Processing Systems (NeurIPS 2021) 34, 2021
272021
Optimal transport for generating transition states in chemical reactions
C Duan, GH Liu, Y Du, T Chen, Q Zhao, H Jia, CP Gomes, EA Theodorou, ...
Nature Machine Intelligence 7 (4), 615-626, 2025
252025
Feynman-Kac Neural Network Architectures for Stochastic Control Using Second-Order FBSDE Theory
M Pereira, Z Wang, T Chen, E Reed, E Theodorou
Learning for Dynamics and Control (L4DC 2020), 728-738, 2020
212020
Generative Modeling with Phase Stochastic Bridges
T Chen, J Gu, L Dinh, EA Theodorou, J Susskind, S Zhai
International Conference on Learning Representation (ICLR2024), 2023
192023
DDPNOpt: Differential Dynamic Programming Neural Optimizer
GH Liu, T Chen, EA Theodorou
International Conference on Learning Representation (ICLR2021), 2020
17*2020
Trivialized momentum facilitates diffusion generative modeling on lie groups
Y Zhu, T Chen, L Kong, EA Theodorou, M Tao
arXiv preprint arXiv:2405.16381, 2024
162024
Augmented bridge matching
V De Bortoli, GH Liu, T Chen, EA Theodorou, W Nie
arXiv preprint arXiv:2311.06978, 2023
162023
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis
J Gu, T Chen, D Berthelot, H Zheng, Y Wang, R Zhang, L Dinh, ...
arXiv preprint arXiv:2506.06276, 2025
142025
Dynamic Game Theoretic Neural Optimizer
GH Liu, T Chen, EA Theodorou
International Conference on Machine Learning (ICML 2021), 2021
11*2021
Quantum state generation with structure-preserving diffusion model
Y Zhu, T Chen, EA Theodorou, X Chen, M Tao
arXiv preprint arXiv:2404.06336, 2024
102024
Large-Scale Multi-Agent Deep FBSDEs
T Chen, ZO Wang, I Exarchos, E Theodorou
International Conference on Machine Learning (ICML 2021), 1740-1748, 2021
8*2021
Continuously augmented discrete diffusion model for categorical generative modeling
H Zheng, S Gong, R Zhang, T Chen, J Gu, M Zhou, N Jaitly, Y Zhang
arXiv preprint arXiv:2510.01329, 2025
52025
React-OT: Optimal transport for generating transition state in chemical reactions
C Duan, GH Liu, Y Du, T Chen, Q Zhao, H Jia, CP Gomes, EA Theodorou, ...
arXiv preprint arXiv:2404.13430, 2024
52024
Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control
T Chen, Z Wang, EA Theodorou
61th IEEE Conference on Decision and Control (CDC 2022), 2022
52022
STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows
J Gu, Y Shen, T Chen, L Dinh, Y Wang, MA Bautista, D Berthelot, ...
arXiv preprint arXiv:2511.20462, 2025
32025
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