Junxue Zhang
4 papers · 2023–2026 · 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
(11)
Top co-authors
Research topics
Machine Learning
(4)
Computer Science
(3)
Application Areas
(3)
Systems
(3)
Artificial Intelligence
(2)
Core AI
(2)
Deep Learning
(1)
Security & Privacy
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Privacy
(1)
Keywords
convergence analysis
(1)
energy efficiency
(1)
fpga acceleration
(1)
hardware acceleration
(1)
collective communication
(1)
congestion control
(1)
resource scheduling
(1)
cross-silo federated learning
(1)
cryptographic operation
(1)
modular exponentiation
(1)
resource utilization
(1)
job completion time
(1)
network interface card
(1)
field programmable gate array
(1)
gpu communication
(1)
multi-nic binding
(1)
tree-based model
(1)
online exploration
(1)
large language model
(1)
machine learning cluster
(1)
Papers
PolicyCache: Intra-flow Learning in Congestion Control
NSDI 2026
Enabling Efficient GPU Communication over Multiple NICs with FuseLink
OSDI 2025
GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters
NSDI 2025
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning
NSDI 2023