Scholar
Shiyu Liang
Google Scholar ID: L8r9ox4AAAAJ
University of Illinois at Urbana-Champaign
Machine Learning
Optimization
Applied Probability
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Citations & Impact
All-time
Citations
3,887
H-index
9
i10-index
9
Publications
20
Co-authors
0
Publications
11 items
Beyond Action Entropy: Quotient-Space Exploration for Genome-Scale Metabolic Model Repair
2026
Cited
0
REACT: Physically and Chemically Consistent Reconstruction of Marine Active Tracers
2026
Cited
0
GGBound: A Genome-Grounded Agent for Microbial Life-Boundary Prediction
2026
Cited
0
Reflection Anchors for Propagation-Aware Visual Retention in Long-Chain Multimodal Reasoning
2026
Cited
0
RLSpoofer: A Lightweight Evaluator for LLM Watermark Spoofing Resilience
2026
Cited
0
VCORE: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision
2025
Cited
0
RL-100: Performant Robotic Manipulation with Real-World Reinforcement Learning
2025
Cited
0
RLCracker: Exposing the Vulnerability of LLM Watermarks with Adaptive RL Attacks
2025
Cited
0
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