Zhichao Hou
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (7) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(12)
π£
Hot Topic Early Bird
Conferences
NIPS (4)
ICLR (1)
ICML (1)
Top co-authors
Keywords
graph neural network
(2)
certified robustness
(1)
adversarial robustness
(1)
attention mechanism
(1)
fourier transform
(1)
adversarial attack
(1)
randomized smoothing
(1)
deep equilibrium model
(1)
adversarial defense
(1)
image classification
(1)
molecular dynamics
(1)
unbiased estimation
(1)
neural network verification
(1)
least square
(1)
physical dynamics
(1)
graph signal
(1)
equivariant network
(1)
interval bound propagation
(1)
Papers
Robustness Reprogramming for Representation Learning
ICLR 2025
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
ICML 2025
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
NIPS 2024
Robust Graph Neural Networks via Unbiased Aggregation
NIPS 2024
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm
NIPS 2024
Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics
NIPS 2023