Tianrong Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 30

Top Topics

Network Architecture

Stochastic Control

Diffusion Models

Top Venues

Publications

Yuchen Zhu, Tianrong Chen, Lingkai Kong, Evangelos A. Theodorou, Molei Tao
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups. CoRR (2024)
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 (2024)
Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Joshua M. Susskind, Shuangfei Zhai
Generative Modeling with Phase Stochastic Bridge. ICLR (2024)
Yuchen Zhu, Tianrong Chen, Evangelos A. Theodorou, Xie Chen, Molei Tao
Quantum State Generation with Structure-Preserving Diffusion Model. CoRR (2024)
Panagiotis Theodoropoulos, Guan-Horng Liu, Tianrong Chen, Augustinos D. Saravanos, Evangelos A. Theodorou
A robust differential Neural ODE Optimizer. ICLR (2024)
Tianrong Chen, Guan-Horng Liu, Molei Tao, Evangelos A. Theodorou
Deep Momentum Multi-Marginal Schrödinger Bridge. CoRR (2023)
Valentin De Bortoli, Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Weilie Nie
Augmented Bridge Matching. CoRR (2023)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao
Mirror Diffusion Models for Constrained and Watermarked Generation. NeurIPS (2023)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao
Mirror Diffusion Models for Constrained and Watermarked Generation. CoRR (2023)
Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Josh M. Susskind, Shuangfei Zhai
Generative Modeling with Phase Stochastic Bridges. CoRR (2023)
Tianrong Chen, Guan-Horng Liu, Molei Tao, Evangelos A. Theodorou
Deep Momentum Multi-Marginal Schrödinger Bridge. NeurIPS (2023)
Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos A. Theodorou
Deep Generalized Schrödinger Bridge. NeurIPS (2022)
Tianrong Chen, Ziyi Wang, Evangelos A. Theodorou
Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control. CoRR (2022)
Tianrong Chen, Jie Ling, Yuping Sun
White-box content camouflage attacks against deep learning. Comput. Secur. 117 (2022)
Tianrong Chen, Ziyi Wang, Evangelos A. Theodorou
Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control. CDC (2022)
Tianrong Chen, Guan-Horng Liu, Evangelos A. Theodorou
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory. ICLR (2022)
Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos A. Theodorou
Deep Generalized Schrödinger Bridge. CoRR (2022)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Dynamic Game Theoretic Neural Optimizer. CoRR (2021)
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) (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Dynamic Game Theoretic Neural Optimizer. ICML (2021)
Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou
Large-Scale Multi-Agent Deep FBSDEs. ICML (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Second-Order Neural ODE Optimizer. CoRR (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
DDPNOpt: Differential Dynamic Programming Neural Optimizer. ICLR (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Second-Order Neural ODE Optimizer. NeurIPS (2021)
Tianrong Chen, Guan-Horng Liu, Evangelos A. Theodorou
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory. CoRR (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
A Differential Game Theoretic Neural Optimizer for Training Residual Networks. CoRR (2020)
Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou
Multi-agent Deep FBSDE Representation For Large Scale Stochastic Differential Games. CoRR (2020)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Differential Dynamic Programming Neural Optimizer. CoRR (2020)
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)
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)