Tianrong Chen

According to our database, Tianrong Chen authored at least 24 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups.

Yuchen Zhu, Tianrong Chen, Lingkai Kong, Evangelos A. Theodorou, Molei Tao

CoRR, 2024

React-OT: Optimal Transport for Generating Transition State in Chemical Reactions.

Chenru Duan, Guan-Horng Liu, Yuanqi Du, Tianrong Chen, Qiyuan Zhao, Haojun Jia, Carla P. Gomes, Evangelos A. Theodorou, Heather J. Kulik

CoRR, 2024

Quantum State Generation with Structure-Preserving Diffusion Model.

Yuchen Zhu, Tianrong Chen, Evangelos A. Theodorou, Xie Chen, Molei Tao

CoRR, 2024

A robust differential Neural ODE Optimizer.

Panagiotis Theodoropoulos, Guan-Horng Liu, Tianrong Chen, Augustinos D. Saravanos, Evangelos A. Theodorou

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Generative Modeling with Phase Stochastic Bridge.

Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Joshua M. Susskind, Shuangfei Zhai

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Augmented Bridge Matching.

Valentin De Bortoli, Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Weilie Nie

CoRR, 2023

Generative Modeling with Phase Stochastic Bridges.

Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Josh M. Susskind, Shuangfei Zhai

CoRR, 2023

Mirror Diffusion Models for Constrained and Watermarked Generation.

Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Deep Momentum Multi-Marginal Schrödinger Bridge.

Tianrong Chen, Guan-Horng Liu, Molei Tao, Evangelos A. Theodorou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

White-box content camouflage attacks against deep learning.

Tianrong Chen, Jie Ling, Yuping Sun

Comput. Secur., 2022

Deep Generalized Schrödinger Bridge.

Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos A. Theodorou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory.

Tianrong Chen, Guan-Horng Liu, Evangelos A. Theodorou

Proceedings of the Tenth International Conference on Learning Representations, 2022

Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control.

Tianrong Chen, Ziyi Wang, Evangelos A. Theodorou

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Effects of technology-supported exercise programs on the knee pain, physical function, and quality of life of individuals with knee osteoarthritis and/or chronic knee pain: A systematic review and meta-analysis of randomized controlled trials.

Tianrong Chen, Calvin Kalun Or, Jiayin Chen

J. Am. Medical Informatics Assoc., 2021

Second-Order Neural ODE Optimizer.

Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Dynamic Game Theoretic Neural Optimizer.

Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou

Proceedings of the 38th International Conference on Machine Learning, 2021

Large-Scale Multi-Agent Deep FBSDEs.

Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou

Proceedings of the 38th International Conference on Machine Learning, 2021

DDPNOpt: Differential Dynamic Programming Neural Optimizer.

Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Multi-agent Deep FBSDE Representation For Large Scale Stochastic Differential Games.

Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou

CoRR, 2020

A Differential Game Theoretic Neural Optimizer for Training Residual Networks.

Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou

CoRR, 2020

Differential Dynamic Programming Neural Optimizer.

Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou

CoRR, 2020

Feynman-Kac Neural Network Architectures for Stochastic Control Using Second-Order FBSDE Theory.

Marcus Pereira, Ziyi Wang, Tianrong Chen, Emily A. Reed, Evangelos A. Theodorou

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

2018

Establishing the flightpath of a quadcopter drone from the relative angular velocity of the four rotors.

Peter Harrington, Tianrong Chen, Wai Pang Ng

Proceedings of the 11th International Symposium on Communication Systems, 2018

Multi point strain and temperature sensing based on Brillouin optical time domain reflectometry.

Tianrong Chen, X. Xu, Nageswara Lalam, Wai Pang Ng, Peter Harrington

Proceedings of the 11th International Symposium on Communication Systems, 2018