Zhichao Hou
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Computer Vision
(2)
Mathematics & Optimization
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Models
(1)
Keywords
adversarial robustness
(2)
graph neural network
(2)
representation learning
(1)
image classification
(1)
certified robustness
(1)
image generation
(1)
attention mechanism
(1)
feature transformation
(1)
deep learning
(1)
fourier transform
(1)
adversarial attack
(1)
diffusion model
(1)
randomized smoothing
(1)
quantization
(1)
adversarial defense
(1)
interval bound propagation
(1)
molecular dynamics
(1)
unbiased estimation
(1)
neural network verification
(1)
least square
(1)
Papers
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
ICML 2025
Robustness Reprogramming for Representation Learning
ICLR 2025
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
NeurIPS 2024
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm
NeurIPS 2024
Robust Graph Neural Networks via Unbiased Aggregation
NeurIPS 2024
Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics
NeurIPS 2023