Tianjian Chen
5 papers · 2019–2021 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Trend Setter
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Learning Paradigms · Machine Learning
(3)
Application Areas
(2)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Learning Types
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
federated learning
(3)
privacy preservation
(2)
distributed learning
(2)
policy optimization
(1)
computer vision
(1)
secure computation
(1)
explainable ai
(1)
model aggregation
(1)
collaborative learning
(1)
gradient-based algorithm
(1)
privacy protection
(1)
robot design
(1)
visual object detection
(1)
multi-agent system
(1)
hardware policy
(1)
crowdsourcing platform
(1)
task-worker matching
(1)
worker optimization
(1)
algorithmic crowdsourcing
(1)
fair task allocation
(1)
Papers
FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection
JMLR 2021
FedVision: An Online Visual Object Detection Platform Powered by Federated Learning
AAAI 2020
Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning
CoRL 2020
Fair and Explainable Dynamic Engagement of Crowd Workers
IJCAI 2019
Multi-Agent Visualization for Explaining Federated Learning
IJCAI 2019