Hsin-Pai Cheng
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICLR (2)
AUTOML (1)
Top co-authors
Keywords
neural architecture search
(3)
model compression
(1)
one-shot learning
(1)
semantic segmentation
(1)
object detection
(1)
human pose estimation
(1)
efficient computing
(1)
graph embedding
(1)
edge device
(1)
evolutionary search
(1)
model efficiency
(1)
scale-aware representation
(1)
parameter reduction
(1)
topology-aware learning
(1)
graph similarity
(1)
multi-scale feature aggregation
(1)
neural network architecture
(1)
weisfeiler-lehman kernel
(1)
Papers
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer
ICLR 2025
Composite Slice Transformer: An Efficient Transformer with Composition of Multi-Scale Multi-Range Attentions
ICLR 2023
ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation
AUTOML 2022
NASGEM: Neural Architecture Search via Graph Embedding Method
AAAI 2021
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture
AAAI 2020