Michael Huang
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Cross-Pollinator (6) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
ICLR (3)
AAAI (1)
ACL (1)
NIPS (1)
Top co-authors
Keywords
combinatorial optimization
(1)
stochastic optimization
(1)
model quantization
(1)
reinforcement learning
(1)
gradient-based optimization
(1)
quantum computing
(1)
ising model
(1)
gradient-based method
(1)
surrogate loss
(1)
supervised fine-tuning
(1)
language model fine-tuning
(1)
decision-focused learning
(1)
traffic prediction
(1)
text correction
(1)
large language model
(1)
supervised fine tuning
(1)
perturbation gradient
(1)
misspecified setting
(1)
Papers
Provable Convergence Bounds for Hybrid Dynamical Sampling and Optimization
ICLR 2025
Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
ICLR 2025
Decision-Focused Learning with Directional Gradients
NIPS 2024
Proofread: Fixes All Errors with One Tap
ACL 2024
Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World
ICLR 2024
Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty
AAAI 2023