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ORCIDTianrong Chen
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2020 – today
- 2024
[c14]Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Joshua M. Susskind, Shuangfei Zhai:
Generative Modeling with Phase Stochastic Bridge. ICLR 2024- [c13]Panagiotis Theodoropoulos, Guan-Horng Liu, Tianrong Chen, Augustinos D. Saravanos, Evangelos A. Theodorou:
A robust differential Neural ODE Optimizer. ICLR 2024 - [i15]Yuchen Zhu, Tianrong Chen, Evangelos A. Theodorou, Xie Chen, Molei Tao:
Quantum State Generation with Structure-Preserving Diffusion Model. CoRR abs/2404.06336 (2024) - [i14]Chenru Duan, Guan-Horng Liu, Yuanqi Du, Tianrong Chen, Qiyuan Zhao, Haojun Jia, Carla P. Gomes, Evangelos A. Theodorou, Heather J. Kulik:
React-OT: Optimal Transport for Generating Transition State in Chemical Reactions. CoRR abs/2404.13430 (2024) - [i13]Yuchen Zhu, Tianrong Chen, Lingkai Kong, Evangelos A. Theodorou, Molei Tao:
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups. CoRR abs/2405.16381 (2024) - 2023
- [c12]Tianrong Chen, Guan-Horng Liu, Molei Tao, Evangelos A. Theodorou:
Deep Momentum Multi-Marginal Schrödinger Bridge. NeurIPS 2023 - [c11]Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao:
Mirror Diffusion Models for Constrained and Watermarked Generation. NeurIPS 2023 - [i12]Tianrong Chen, Guan-Horng Liu, Molei Tao, Evangelos A. Theodorou:
Deep Momentum Multi-Marginal Schrödinger Bridge. CoRR abs/2303.01751 (2023) - [i11]Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao:
Mirror Diffusion Models for Constrained and Watermarked Generation. CoRR abs/2310.01236 (2023) - [i10]Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Josh M. Susskind, Shuangfei Zhai:
Generative Modeling with Phase Stochastic Bridges. CoRR abs/2310.07805 (2023) - [i9]Valentin De Bortoli, Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Weilie Nie:
Augmented Bridge Matching. CoRR abs/2311.06978 (2023) - 2022
- [j2]Tianrong Chen, Jie Ling, Yuping Sun
:
White-box content camouflage attacks against deep learning. Comput. Secur. 117: 102676 (2022) - [c10]Tianrong Chen, Ziyi Wang, Evangelos A. Theodorou:
Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control. CDC 2022: 4652-4659 - [c9]Tianrong Chen, Guan-Horng Liu, Evangelos A. Theodorou:
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory. ICLR 2022 - [c8]Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos A. Theodorou:
Deep Generalized Schrödinger Bridge. NeurIPS 2022 - [i8]Tianrong Chen, Ziyi Wang, Evangelos A. Theodorou:
Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control. CoRR abs/2204.02506 (2022) - [i7]Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos A. Theodorou:
Deep Generalized Schrödinger Bridge. CoRR abs/2209.09893 (2022) - 2021
- [j1]Tianrong Chen, Calvin Kalun Or, Jiayin Chen:
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. J. Am. Medical Informatics Assoc. 28(2): 414-423 (2021) - [c7]Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou:
DDPNOpt: Differential Dynamic Programming Neural Optimizer. ICLR 2021 - [c6]Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou:
Large-Scale Multi-Agent Deep FBSDEs. ICML 2021: 1740-1748 - [c5]Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou:
Dynamic Game Theoretic Neural Optimizer. ICML 2021: 6759-6769 - [c4]Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou:
Second-Order Neural ODE Optimizer. NeurIPS 2021: 25267-25279 - [i6]Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou:
Dynamic Game Theoretic Neural Optimizer. CoRR abs/2105.03788 (2021) - [i5]Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou:
Second-Order Neural ODE Optimizer. CoRR abs/2109.14158 (2021) - [i4]Tianrong Chen, Guan-Horng Liu, Evangelos A. Theodorou:
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory. CoRR abs/2110.11291 (2021) - 2020
- [c3]Marcus Pereira, Ziyi Wang, Tianrong Chen, Emily A. Reed, Evangelos A. Theodorou:
Feynman-Kac Neural Network Architectures for Stochastic Control Using Second-Order FBSDE Theory. L4DC 2020: 728-738 - [i3]Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou:
Differential Dynamic Programming Neural Optimizer. CoRR abs/2002.08809 (2020) - [i2]Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou:
A Differential Game Theoretic Neural Optimizer for Training Residual Networks. CoRR abs/2007.08880 (2020) - [i1]Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou:
Multi-agent Deep FBSDE Representation For Large Scale Stochastic Differential Games. CoRR abs/2011.10890 (2020)
2010 – 2019
- 2018
- [c2]Tianrong Chen, X. Xu, Nageswara Lalam, Wai Pang Ng, Peter Harrington:
Multi point strain and temperature sensing based on Brillouin optical time domain reflectometry. CSNDSP 2018: 1-4 - [c1]Peter Harrington, Tianrong Chen, Wai Pang Ng:
Establishing the flightpath of a quadcopter drone from the relative angular velocity of the four rotors. CSNDSP 2018: 1-6
Coauthor Index
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