Minghao Han
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Hot Topic Early Bird
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(17)
Venues
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Research topics
Keywords
rate-distortion optimization
(2)
uncertainty quantification
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
image compression
(1)
text-to-image generation
(1)
model predictive control
(1)
vector quantization
(1)
autoregressive model
(1)
variational autoencoder
(1)
vision-language model
(1)
multimodal large language model
(1)
robust control
(1)
retrieval-augmented generation
(1)
nonlinear system
(1)
uncertainty analysis
(1)
koopman operator
(1)
semantic token
(1)
visual language model
(1)
Papers
Beyond Pixel Simulation: Pathology Image Generation via Diagnostic Semantic Tokens and Prototype Control
CVPR 2026
Differentiable Vector Quantization for Rate-Distortion Optimization of Generative Image Compression
CVPR 2026
Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models
CVPR 2026
SatireDecoder: Visual Cascaded Decoupling for Enhancing Satirical Image Comprehension
AAAI 2026
MamKO: Mamba-based Koopman operator for modeling and predictive control
ICLR 2025
Causal Context Adjustment Loss for Learned Image Compression
NeurIPS 2024
DeSKO: Stability-Assured Robust Control with a Deep Stochastic Koopman Operator
ICLR 2022