Jane-Ling Wang
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
Conferences
NIPS (2)
AAAI (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
adversarial example
(2)
functional datum
(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 datum
(1)
adversarial example detection
(1)
greedy attack
(1)
basis expansion
(1)
adaptive basis
(1)
Papers
SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
NIPS 2024
Deep Extended Hazard Models for Survival Analysis
NIPS 2021
Deep Learning for Functional Data Analysis with Adaptive Basis Layers
ICML 2021
ML-LOO: Detecting Adversarial Examples with Feature Attribution
AAAI 2020
Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data
JMLR 2020