Jianbo Chen
8 papers · 2017–2020 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (25) π Interdisciplinary Bridge
π
Conference Polyglot
(6)
π
Cross-Pollinator
(13)
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Grand Slam
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Keyword Champion
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Trend Setter
Conferences
AAAI (2)
NIPS (2)
CVPR (1)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
feature selection
(2)
model interpretation
(2)
adversarial example
(2)
natural language processing
(2)
finite-sum optimization
(1)
non-convex optimization
(1)
image segmentation
(1)
adversarial perturbation
(1)
nonconvex optimization
(1)
feature attribution
(1)
model interpretability
(1)
dimension reduction
(1)
mutual information
(1)
variance reduction
(1)
adversarial attack
(1)
text classification
(1)
variational approximation
(1)
recurrent neural network
(1)
independence testing
(1)
neural network training
(1)
Papers
Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data
JMLR 2020
LS-Tree: Model Interpretation When the Data Are Linguistic
AAAI 2020
ML-LOO: Detecting Adversarial Examples with Feature Attribution
AAAI 2020
L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data
ICLR 2019
Language-Based Image Editing With Recurrent Attentive Models
CVPR 2018
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation
ICML 2018
Kernel Feature Selection via Conditional Covariance Minimization
NIPS 2017
Non-convex Finite-Sum Optimization Via SCSG Methods
NIPS 2017