Alvin Wan
8 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π§
Keyword Pioneer
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The Questioner
Top co-authors
Research topics
Keywords
model compression
(4)
neural network
(4)
efficient computing
(3)
neural architecture search
(2)
interpretability
(1)
model architecture
(1)
semantic segmentation
(1)
evolutionary search
(1)
hyperparameter optimization
(1)
safety alignment
(1)
surrogate loss
(1)
image recognition
(1)
adversarial attack
(1)
convolutional neural network
(1)
memory optimization
(1)
representation engineering
(1)
decision tree
(1)
parameter efficiency
(1)
neural network optimization
(1)
local attention
(1)
Papers
Representation Bending for Large Language Model Safety
ACL 2025
AutoFocusFormer: Image Segmentation off the Grid
CVPR 2023
UPSCALE: Unconstrained Channel Pruning
ICML 2023
FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining
CVPR 2021
NBDT: Neural-Backed Decision Tree
ICLR 2021
Visual Transformers: Where Do Transformers Really Belong in Vision Models?
ICCV 2021
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
CVPR 2020
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions
CVPR 2018