Scholar
Chong Liu
Google Scholar ID: 1JFG0s0AAAAJ
Assistant Professor, State University of New York at Albany
Machine Learning
Bayesian Optimization
Bandits
AI for Drug Discovery
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Citations & Impact
All-time
Citations
81
H-index
6
i10-index
4
Publications
17
Co-authors
10
list available
Contact
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Publications
3 items
Accelerating PDE Surrogates via RL-Guided Mesh Optimization
2026
Cited
0
Multi-Objective Coverage via Constraint Active Search
2026
Cited
0
Regime-Adaptive Bayesian Optimization via Dirichlet Process Mixtures of Gaussian Processes
2026
Cited
0
Resume (English only)
Academic Achievements
Paper 'Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?' accepted by UAI-2025
Paper 'Constrained Multi-Objective Bayesian Optimization through Optimistic Constraints Estimation' accepted by AISTATS-2025
Preprint 'Quantum Non-Linear Bandit Optimization' proposes a quantum-accelerated nonlinear bandit algorithm
Area Chair for ICLR-2026 and AISTATS-2026
Associate Editor for IEEE-TNNLS
Recipient of SUNY IITG/OER Impact Grant
Invited reviewer for JMLR and AIJ
Co-authors
10 total
Yu-Xiang Wang
Associate Professor @ UC San Diego
Peng Zhao
Nanjing University
Zhi-Hua Zhou
Nanjing University
Kamalika Chaudhuri
FAIR @ Meta
Shixiang (Woody) Zhu
Assistant Professor at Carnegie Mellon University
Yuxin Chen
University of Chicago, Assistant Professor of Computer Science
Rick Stevens
Professor of Computer Science, University of Chicago
Co-author 8
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