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qiang liu
Assistant Professor, University of Texas, Austin
Joined
November 2016
Names
qiang liu
(Preferred)
,
Qiang Liu
Emails
****@cs.dartmouth.edu
(Confirmed)
,
****@dartmouth.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@cs.utexas.edu
(Confirmed)
,
****@cs.utexas.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Assistant Professor
University of Texas, Austin
(utexas.edu)
2018
–
Present
Assistant Professor
Dartmouth College
(dartmouth.edu)
2015
–
2018
Postdoc
Massachusetts Institute of Technology
(mit.edu)
2014
–
2015
PhD student
University of California, Irvine
(uci.edu)
2008
–
2014
Advisors, Relations & Conflicts
Coworker
Jian Peng
2018
–
Present
coworker
Jason lee
2018
–
Present
coworker
dengyoung Zhou
2018
–
Present
coworker
Lihong li
2018
–
Present
Coworker
Dengyong Zhou
2018
–
2018
Coworker
Lihong li
2018
–
2018
Coworker
Jason lee
2018
–
2018
Postdoc Advisor
John Fisher III
2015
–
2015
PhD Advisor
Alexander Ihler
2011
–
2014
Expertise
machine learning
Present
reinforcement learning
,
off-policy evaluation
Present
deep learning
Present
approximate inference
,
variational inference
,
MCMC
,
probabilistic inference
,
bayesian inference
,
langevin dynamics
,
Monte Carlo
,
importance sampling
,
Stein variational
2014
–
Present
variational inference
,
approximate inference
,
MCMC
,
Monte Carlo
,
graphical models
,
Stein's method
2010
–
2018
Publications
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach
Mao Ye
,
Bo Liu
,
Stephen Wright
,
Peter Stone
,
qiang liu
Published: 23 Nov 2022, Last Modified: 15 Feb 2026
OPT 2022 Poster
Readers:
Everyone
First Hitting Diffusion Models for Generating Manifold, Graph and Categorical Data
Mao Ye
,
Lemeng Wu
,
qiang liu
Published: 29 Nov 2022, Last Modified: 05 May 2023
SBM 2022 Poster
Readers:
Everyone
Neural Volumetric Mesh Generator
Yan Zheng
,
Lemeng Wu
,
Xingchao Liu
,
Zhen Chen
,
qiang liu
,
Qixing Huang
Published: 29 Nov 2022, Last Modified: 05 May 2023
SBM 2022 Poster
Readers:
Everyone
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
Xingchao Liu
,
Chengyue Gong
,
qiang liu
Published: 29 Nov 2022, Last Modified: 15 Feb 2026
SBM 2022 Poster
Readers:
Everyone
Let us Build Bridges: Understanding and Extending Diffusion Generative Models
Xingchao Liu
,
Lemeng Wu
,
Mao Ye
,
qiang liu
Published: 29 Nov 2022, Last Modified: 05 May 2023
SBM 2022 Poster
Readers:
Everyone
Diffusion-based Molecule Generation with Informative Prior Bridges
Chengyue Gong
,
Lemeng Wu
,
Xingchao Liu
,
Mao Ye
,
qiang liu
Published: 21 Oct 2022, Last Modified: 05 May 2023
AI4Science Poster
Readers:
Everyone
HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing
Tianlong Chen
,
Chengyue Gong
,
Daniel Jesus Diaz
,
Xuxi Chen
,
Jordan Tyler Wells
,
qiang liu
,
Zhangyang Wang
,
Andrew Ellington
,
Alex Dimakis
,
Adam Klivans
Published: 21 Oct 2022, Last Modified: 05 May 2023
AI4Science Poster
Readers:
Everyone
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
Xingchao Liu
,
Chengyue Gong
,
qiang liu
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 notable top 25%
Readers:
Everyone
Learning Diffusion Bridges on Constrained Domains
Xingchao Liu
,
Lemeng Wu
,
Mao Ye
,
qiang liu
Published: 01 Feb 2023, Last Modified: 02 Mar 2023
ICLR 2023 notable top 25%
Readers:
Everyone
Sampling with Mollified Interaction Energy Descent
Lingxiao Li
,
qiang liu
,
Anna Korba
,
Mikhail Yurochkin
,
Justin Solomon
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
View all 95 publications
Co-Authors
Adam Klivans
Ainur Yessenalina
Alex Dimakis
Alexander T. Ihler
Andrew Ellington
Anima Anandkumar
Animesh Garg
Anna Korba
Arthur U. Asuncion
Arun Kejariwal
Aryan Mokhtari
Bhargav Bhushanam
Bo Liu
Bogi Andersen
Chandrajit Bajaj
ChengYue Gong
Chengyue Gong
Christopher J. C. Burges
Christopher Meek
Dan Nicolae
Daniel Jesus Diaz
David Z. Pan
Dengyong Zhou
Denny Zhou
Dhruv Choudhary
View all 112 co-authors