Han Tian
7 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(6)
Computer Science
(5)
Systems
(5)
Application Areas
(4)
Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
distributed training
(2)
energy efficiency
(1)
parameter server
(1)
hierarchical generative model
(1)
communication overhead
(1)
pairwise similarity
(1)
time series
(1)
semantic similarity
(1)
generative adversarial network
(1)
collective communication
(1)
convergence analysis
(1)
temporal pattern
(1)
congestion control
(1)
tail latency
(1)
resource scheduling
(1)
job completion time
(1)
network interface card
(1)
gpu communication
(1)
multi-nic binding
(1)
self-supervised learning
(1)
Papers
A Novel Retrieve-Read-Group Paradigm for Open Knowledge Base Canonicalization
AAAI 2026
CascadeNet: Generating Network Traffic with High-Fidelity Temporal Patterns
NSDI 2026
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
Accelerating Neural Recommendation Training with Embedding Scheduling
NSDI 2024
Towards Domain-Specific Network Transport for Distributed DNN Training
NSDI 2024