Jiayin Jin
6 papers · 2021–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Optimization & Theory
(4)
Core AI
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
adversarial attack
(2)
federated learning
(1)
convergence acceleration
(1)
lottery ticket hypothesis
(1)
robust optimization
(1)
certified robustness
(1)
graph matching
(1)
graph learning
(1)
distributed learning
(1)
network pruning
(1)
classification algorithm
(1)
robust learning
(1)
dynamical system
(1)
adaptive optimization
(1)
adversarial defense
(1)
group fairness
(1)
classification model
(1)
weight normalization
(1)
sparse network
(1)
neural network watermarking
(1)
Papers
Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing
ICML 2023
Accelerated Federated Learning with Decoupled Adaptive Optimization
ICML 2022
Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing
ICML 2022
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks
ICML 2021
Integrated Defense for Resilient Graph Matching
ICML 2021
Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory
NeurIPS 2021