Alvin Wan
8 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7)
π
Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(22)
β
The Questioner
Conferences
CVPR (4)
ACL (1)
ICCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
model compression
(4)
neural network
(3)
efficient computing
(3)
neural architecture search
(2)
model architecture
(1)
representation engineering
(1)
semantic segmentation
(1)
safety alignment
(1)
hyperparameter optimization
(1)
image recognition
(1)
adversarial attack
(1)
convolutional neural network
(1)
hybrid architecture
(1)
memory optimization
(1)
evolutionary search
(1)
parameter efficiency
(1)
neural network optimization
(1)
inference latency
(1)
jailbreak defense
(1)
local attention
(1)
Papers
Representation Bending for Large Language Model Safety
ACL 2025
UPSCALE: Unconstrained Channel Pruning
ICML 2023
AutoFocusFormer: Image Segmentation off the Grid
CVPR 2023
FBNetV3: Joint Architecture-Recipe Search Using Predictor Pretraining
CVPR 2021
Visual Transformers: Where Do Transformers Really Belong in Vision Models?
ICCV 2021
NBDT: Neural-Backed Decision Tree
ICLR 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