OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Ricky T. Q. Chen
Researcher, FAIR Labs, Meta AI
Joined
August 2018
Names
Ricky T. Q. Chen
(Preferred)
,
Tian Qi Chen
Emails
****@gmail.com
(Confirmed)
,
****@cs.toronto.edu
(Confirmed)
,
****@fb.com
(Confirmed)
,
****@meta.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
FAIR Labs, Meta AI
(meta.com)
2021
–
Present
PhD student
University of Toronto
(toronto.edu)
2017
–
2021
MS student
University of British Columbia
(ubc.ca)
2015
–
2017
Advisors, Relations & Conflicts
PhD Advisor
David Duvenaud
2017
–
2022
MSc Advisor
Mark Schmidt
2015
–
2017
Expertise
Generative modeling
Present
Deep learning
Present
Dynamical systems
Present
Normalizing flows
Present
Neural ODE/SDE/Diffusion models
Present
Publications
Neural Ordinary Differential Equations
Ricky T. Q. Chen
,
Yulia Rubanova
,
Jesse Bettencourt
,
David Duvenaud
24 Apr 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Distributional GFlowNets with Quantile Flows
Dinghuai Zhang
,
Ling Pan
,
Ricky T. Q. Chen
,
Aaron C. Courville
,
Yoshua Bengio
2023 (modified: 16 Apr 2023)
CoRR 2023
Readers:
Everyone
Multisample Flow Matching: Straightening Flows with Minibatch Couplings
Aram-Alexandre Pooladian
,
Heli Ben-Hamu
,
Carles Domingo-Enrich
,
Brandon Amos
,
Yaron Lipman
,
Ricky T. Q. Chen
Published: 01 Jan 2023, Last Modified: 09 May 2023
CoRR 2023
Readers:
Everyone
Riemannian Flow Matching on General Geometries
Ricky T. Q. Chen
,
Yaron Lipman
Published: 01 Jan 2023, Last Modified: 14 May 2023
CoRR 2023
Readers:
Everyone
Unifying Generative Models with GFlowNets
Dinghuai Zhang
,
Ricky T. Q. Chen
,
Nikolay Malkin
,
Yoshua Bengio
01 Oct 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Flow Matching for Generative Modeling
Yaron Lipman
,
Ricky T. Q. Chen
,
Heli Ben-Hamu
,
Maximilian Nickel
,
Matthew Le
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 notable top 25%
Readers:
Everyone
Latent State Marginalization as a Low-cost Approach for Improving Exploration
Dinghuai Zhang
,
Aaron Courville
,
Yoshua Bengio
,
Qinqing Zheng
,
Amy Zhang
,
Ricky T. Q. Chen
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
Neural Conservation Laws: A Divergence-Free Perspective
Jack Richter-Powell
,
Yaron Lipman
,
Ricky T. Q. Chen
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Semi-Discrete Normalizing Flows through Differentiable Tessellation
Ricky T. Q. Chen
,
Brandon Amos
,
Maximilian Nickel
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Theseus: A Library for Differentiable Nonlinear Optimization
Luis Pineda
,
Taosha Fan
,
Maurizio Monge
,
Shobha Venkataraman
,
Paloma Sodhi
,
Ricky T. Q. Chen
,
Joseph Ortiz
,
Daniel DeTone
,
Austin S Wang
,
Stuart Anderson
,
Jing Dong
,
Brandon Amos
,
Mustafa Mukadam
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
View all 50 publications
Co-Authors
Aaron C. Courville
Aaron Courville
Aditya Grover
Alex Beatson
Amy Zhang
Aram-Alexandre Pooladian
Austin S Wang
Austin S. Wang
Brandon Amos
Carles Domingo-Enrich
Chin-Wei Huang
Christos Tsirigotis
Dami Choi
Daniel DeTone
David Duvenaud
Dinghuai Zhang
Heli Ben-Hamu
Ilya Sutskever
Jack Richter-Powell
Jens Behrmann
Jesse Bettencourt
Jing Dong
Joey Bose
Joseph Ortiz
Jun Zhu
View all 57 co-authors