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Dianbo Liu — most-cited papers & profile · Large Language Models
← authors
·
overview
Dianbo Liu
5
papers ·
3
citations ·
22
h-index
National University of Singapore · Mila - Quebec Artificial Intelligence Institute
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Most-cited papers
Federated machine learning with Anonymous Random Hybridization (FeARH) on medical records
2020 · 2 citations
Explore-Execute Chain: Towards an Efficient Structured Reasoning Paradigm
2025 · 1 citations
Expected Return Causes Outcome-Level Mode Collapse in Reinforcement Learning and How to Fix It with Inverse Probability Scaling
2026
Auto-Discovery-Bench: Diagnosing Structured State Tracking in Oracle-Guided Discovery
2025
Auto-Bench: An Automated Benchmark for Scientific Discovery in LLMs
2025
Topics
Evaluation
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Policy Gradient
Meta-RL
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Memory
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