Shaofeng Cai
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
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Machine Learning
(6)
Deep Learning
(5)
Application Areas
(3)
Architectures
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Learning Types
(2)
Optimization & Theory Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Computer Science
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Clinical
(1)
Keywords
representation learning
(3)
neural architecture search
(2)
stochastic gradient descent
(1)
neural tangent kernel
(1)
loss landscape
(1)
bayesian inference
(1)
model generalization
(1)
deep neural network
(1)
dynamic routing
(1)
spatio-temporal modeling
(1)
trajectory prediction
(1)
time series forecasting
(1)
neural network regularization
(1)
collision avoidance
(1)
image classification
(1)
weight decay
(1)
concept drift
(1)
computational cost
(1)
inference efficiency
(1)
model compression
(1)
Papers
In-Context Adaptation to Concept Drift for Learned Database Operations
ICML 2025
Investigating Pattern Neurons in Urban Time Series Forecasting
ICLR 2025
NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics
ICML 2025
NASI: Label- and Data-agnostic Neural Architecture Search at Initialization
ICLR 2022
Adaptive Knowledge Driven Regularization for Deep Neural Networks
AAAI 2021
Dynamic Routing Networks
WACV 2021
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction
WACV 2021
Understanding Architectures Learnt by Cell-based Neural Architecture Search
ICLR 2020