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
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Publications
4 items
HintMR: Eliciting Stronger Mathematical Reasoning in Small Language Models
2026
Cited
0
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
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
8 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
Ilija Bogunovic
Assistant professor, UCL