Dusit Niyato
9 papers · 2021–2026 · 4 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (29) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Application Areas
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Deep Learning
(3)
Core AI
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Learning Paradigms Β· Artificial Intelligence
(3)
Computer Science
(2)
Core Methods
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Learning Paradigms Β· Machine Learning
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Optimization & Theory
(2)
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(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Keywords
federated learning
(4)
edge computing
(2)
social distancing
(2)
reinforcement learning
(1)
supervised learning
(1)
privacy-preserving learning
(1)
computer vision
(1)
network monitoring
(1)
time series forecasting
(1)
gradient boosting
(1)
score matching
(1)
communication efficiency
(1)
crowd sourcing
(1)
incentive mechanism
(1)
backdoor attack
(1)
distributed machine learning
(1)
diffusion model
(1)
model training
(1)
edge device
(1)
disease surveillance
(1)
Papers
Eliminate Distance Differences Induced by Backdoor Attacks: Layer-Selective Training and Clipping to Mask Backdoor Models
CVPR 2026
SketchPipe: Toward Accurate Sketch-based Network Measurement on Multi-Pipeline Switches with Splitless Sketch Placement
NSDI 2026
Supervised Score-Based Modeling by Gradient Boosting
AAAI 2025
Scalable Federated Unlearning via Isolated and Coded Sharding
IJCAI 2024
CrowdFL: A Marketplace for Crowdsourced Federated Learning
AAAI 2022
Dynamic Incentive Mechanism Design for COVID-19 Social Distancing
AAAI 2022
AI-Empowered Decision Support for COVID-19 Social Distancing
AAAI 2021
Communication-efficient and Scalable Decentralized Federated Edge Learning
IJCAI 2021
Predictive Analytics for COVID-19 Social Distancing
IJCAI 2021