Jane-Ling Wang
5 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Architectures
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
adversarial example
(2)
functional data
(2)
neural network
(2)
feature attribution
(1)
deep learning
(1)
dimension reduction
(1)
functional data analysis
(1)
survival analysis
(1)
adversarial attack
(1)
deep neural network
(1)
adversarial perturbation
(1)
adversarial detection
(1)
cox proportional hazard
(1)
transformer network
(1)
basis function
(1)
discrete data
(1)
adversarial example detection
(1)
greedy attack
(1)
right-censored data
(1)
basis expansion
(1)
Papers
SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
NeurIPS 2024
Deep Extended Hazard Models for Survival Analysis
NeurIPS 2021
Deep Learning for Functional Data Analysis with Adaptive Basis Layers
ICML 2021
Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data
JMLR 2020
ML-LOO: Detecting Adversarial Examples with Feature Attribution
AAAI 2020