Juncheng Jia
4 papers · 2022–2025 · 2 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
(14)
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Paradigms · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Types
(1)
Techniques
(1)
Keywords
federated learning
(3)
transformer architecture
(1)
reinforcement learning
(1)
distributed learning
(1)
class-incremental learning
(1)
model aggregation
(1)
model pruning
(1)
distributed training
(1)
bayesian optimization
(1)
edge device
(1)
edge computing
(1)
statistical heterogeneity
(1)
exemplar-free learning
(1)
asynchronous learning
(1)
model expansion
(1)
asynchronous federated learning
(1)
adaptive pruning
(1)
dynamic update
(1)
server update
(1)
system heterogeneity
(1)
Papers
ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking
AAAI 2025
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update
AAAI 2024
Efficient Device Scheduling with Multi-Job Federated Learning
AAAI 2022
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
IJCAI 2022