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Mingyi Hong — most-cited papers & profile · AI for Science
← authors
·
overview
Mingyi Hong
12
papers ·
14
citations ·
0
h-index
University of Minnesota · Genomics Research Center, Academia Sinica · Institute of Biological Chemistry, Academia Sinica
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Most-cited papers
Dynamic Differential-Privacy Preserving SGD
2021 · 7 citations
From Demonstrations to Rewards: Alignment Without Explicit Human Preferences
2025 · 4 citations
A Framework For Understanding Model Extraction Attack And Defense
2022 · 2 citations
Aligning Frozen LLMs by Reinforcement Learning: An Iterative Reweight-then-Optimize Approach
2025 · 1 citations
Memory-Efficient LLM Pretraining via Minimalist Optimizer Design
2025
Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding
2025
Learning Explainable Dense Reward Shapes via Bayesian Optimization
2025
Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment
2025
Muon Outperforms Adam in Tail-End Associative Memory Learning
2025
Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality
2025
LUME: LLM Unlearning with Multitask Evaluations
2025
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens
2023
Topics
Training Techniques
Model-Based RL
RLHF & Alignment
cs.LG
Safety & Alignment
Reinforcement Learning
Efficiency
Model Architecture
Privacy
Offline RL