Tianrong Chen - RankMe

48 papers A* 12Journal 32Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimal Control Theoretic Neural Optimizer: From Backpropagation to Dynamic Programming. IEEE Trans. Pattern Anal. Mach. Intell. Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2026	J	`jnl`	The Coupling Within: Flow Matching via Distilled Normalizing Flows. CoRR David Berthelot, Tianrong Chen, Jiatao Gu, Marco Cuturi, Laurent Dinh, Bhavik Chandna, Michal Klein, Joshua M. Susskind, Shuangfei Zhai
2025	J	`jnl`	Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling. CoRR Huangjie Zheng, Shansan Gong, Ruixiang Zhang, Tianrong Chen, Jiatao Gu, Mingyuan Zhou, Navdeep Jaitly, Yizhe Zhang
2025	J	`jnl`	Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows. CoRR Ruixiang Zhang, Shuangfei Zhai, Jiatao Gu, Yizhe Zhang, Huangjie Zheng, Tianrong Chen, Miguel Ángel Bautista, Joshua M. Susskind, Navdeep Jaitly
2025	J	`jnl`	Linear Preference Optimization: Decoupled Gradient Control via Absolute Regularization. CoRR Rui Wang, Qianguo Sun, Chao Song, Junlong Wu, Tianrong Chen, Zhiyun Zeng, Yu Li
2025	A*	`conf`	Normalizing Flows are Capable Generative Models. ICML Shuangfei Zhai, Ruixiang Zhang, Preetum Nakkiran, David Berthelot, Jiatao Gu, Huangjie Zheng, Tianrong Chen, Miguel Ángel Bautista, Navdeep Jaitly, Joshua M. Susskind
2025	J	`jnl`	One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation. CoRR Yuan Gao, Chen Chen, Tianrong Chen, Jiatao Gu
2025	J	`jnl`	Optimal Control Theoretic Neural Optimizer: From Backpropagation to Dynamic Programming. CoRR Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2025	J	`jnl`	Optimal transport for generating transition states in chemical reactions. Nat. Mac. Intell. Chenru Duan, Guan-Horng Liu, Yuanqi Du, Tianrong Chen, Qiyuan Zhao, Haojun Jia, Carla P. Gomes, Evangelos A. Theodorou, Heather J. Kulik
2025	J	`jnl`	STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows. CoRR Jiatao Gu, Ying Shen, Tianrong Chen, Laurent Dinh, Yuyang Wang, Miguel Ángel Bautista, David Berthelot, Joshua M. Susskind, Shuangfei Zhai
2025	J	`jnl`	STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis. CoRR Jiatao Gu, Tianrong Chen, David Berthelot, Huangjie Zheng, Yuyang Wang, Ruixiang Zhang, Laurent Dinh, Miguel Ángel Bautista, Josh M. Susskind, Shuangfei Zhai
2025	J	`jnl`	TADA: Improved Diffusion Sampling with Training-free Augmented Dynamics. CoRR Tianrong Chen, Huangjie Zheng, David Berthelot, Jiatao Gu, Josh M. Susskind, Shuangfei Zhai
2025	J	`jnl`	Technological Surrogate Physiotherapy to Improve Knee Health Through Exercise: Human-Computer Interaction to Build Trust and Acceptance Notwithstanding Pain. Int. J. Hum. Comput. Interact. Calvin Kalun Or, Tianrong Chen, Loretta Yin Chun Yam, Eliza Lai-Yi Wong, Eng Kiong Yeoh, Michael Tow Cheung
2025	A*	`conf`	Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups. ICLR Yuchen Zhu, Tianrong Chen, Lingkai Kong, Evangelos A. Theodorou, Molei Tao
2025	J	`jnl`	UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic information. CoRR Rui Wang, Qianguo Sun, Tianrong Chen, Zhiyun Zeng, Junlong Wu, Jiaxing Zhang
2024	A*	`conf`	A robust differential Neural ODE Optimizer. ICLR Panagiotis Theodoropoulos, Guan-Horng Liu, Tianrong Chen, Augustinos D. Saravanos, Evangelos A. Theodorou
2024	J	`jnl`	Deep Generalized Schrödinger Bridges: From Image Generation to Solving Mean-Field Games. CoRR Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2024	A*	`conf`	Generative Modeling with Phase Stochastic Bridge. ICLR Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Joshua M. Susskind, Shuangfei Zhai
2024	J	`jnl`	Normalizing Flows are Capable Generative Models. CoRR Shuangfei Zhai, Ruixiang Zhang, Preetum Nakkiran, David Berthelot, Jiatao Gu, Huangjie Zheng, Tianrong Chen, Miguel Ángel Bautista, Navdeep Jaitly, Joshua M. Susskind
2024	J	`jnl`	Quantum State Generation with Structure-Preserving Diffusion Model. CoRR Yuchen Zhu, Tianrong Chen, Evangelos A. Theodorou, Xie Chen, Molei Tao
2024	J	`jnl`	React-OT: Optimal Transport for Generating Transition State in Chemical Reactions. CoRR Chenru Duan, Guan-Horng Liu, Yuanqi Du, Tianrong Chen, Qiyuan Zhao, Haojun Jia, Carla P. Gomes, Evangelos A. Theodorou, Heather J. Kulik
2024	J	`jnl`	Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups. CoRR Yuchen Zhu, Tianrong Chen, Lingkai Kong, Evangelos A. Theodorou, Molei Tao
2023	J	`jnl`	Augmented Bridge Matching. CoRR Valentin De Bortoli, Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Weilie Nie
2023	A*	`conf`	Deep Momentum Multi-Marginal Schrödinger Bridge. NeurIPS Tianrong Chen, Guan-Horng Liu, Molei Tao, Evangelos A. Theodorou
2023	J	`jnl`	Deep Momentum Multi-Marginal Schrödinger Bridge. CoRR Tianrong Chen, Guan-Horng Liu, Molei Tao, Evangelos A. Theodorou
2023	J	`jnl`	Generative Modeling with Phase Stochastic Bridges. CoRR Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Josh M. Susskind, Shuangfei Zhai
2023	A*	`conf`	Mirror Diffusion Models for Constrained and Watermarked Generation. NeurIPS Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao
2023	J	`jnl`	Mirror Diffusion Models for Constrained and Watermarked Generation. CoRR Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao
2022	A*	`conf`	Deep Generalized Schrödinger Bridge. NeurIPS Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos A. Theodorou
2022	J	`jnl`	Deep Generalized Schrödinger Bridge. CoRR Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos A. Theodorou
2022	—	`conf`	Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control. CDC Tianrong Chen, Ziyi Wang, Evangelos A. Theodorou
2022	J	`jnl`	Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control. CoRR Tianrong Chen, Ziyi Wang, Evangelos A. Theodorou
2022	A*	`conf`	Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory. ICLR Tianrong Chen, Guan-Horng Liu, Evangelos A. Theodorou
2022	J	`jnl`	White-box content camouflage attacks against deep learning. Comput. Secur. Tianrong Chen, Jie Ling, Yuping Sun
2021	A*	`conf`	DDPNOpt: Differential Dynamic Programming Neural Optimizer. ICLR Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2021	A*	`conf`	Dynamic Game Theoretic Neural Optimizer. ICML Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2021	J	`jnl`	Dynamic Game Theoretic Neural Optimizer. CoRR Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2021	J	`jnl`	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. Tianrong Chen, Calvin Kalun Or, Jiayin Chen
2021	A*	`conf`	Large-Scale Multi-Agent Deep FBSDEs. ICML Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou
2021	J	`jnl`	Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory. CoRR Tianrong Chen, Guan-Horng Liu, Evangelos A. Theodorou
2021	A*	`conf`	Second-Order Neural ODE Optimizer. NeurIPS Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2021	J	`jnl`	Second-Order Neural ODE Optimizer. CoRR Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2020	J	`jnl`	A Differential Game Theoretic Neural Optimizer for Training Residual Networks. CoRR Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2020	J	`jnl`	Differential Dynamic Programming Neural Optimizer. CoRR Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
2020	—	`conf`	Feynman-Kac Neural Network Architectures for Stochastic Control Using Second-Order FBSDE Theory. L4DC Marcus Pereira, Ziyi Wang, Tianrong Chen, Emily A. Reed, Evangelos A. Theodorou
2020	J	`jnl`	Multi-agent Deep FBSDE Representation For Large Scale Stochastic Differential Games. CoRR Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou
2018	—	`conf`	Establishing the flightpath of a quadcopter drone from the relative angular velocity of the four rotors. CSNDSP Peter Harrington, Tianrong Chen, Wai Pang Ng
2018	—	`conf`	Multi point strain and temperature sensing based on Brillouin optical time domain reflectometry. CSNDSP Tianrong Chen, X. Xu, Nageswara Lalam, Wai Pang Ng, Peter Harrington