Sangtae Ha
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Deep Learning
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Systems
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Processing
(1)
Resources & Methods
(1)
Keywords
face recognition
(1)
medical image segmentation
(1)
efficient computing
(1)
model fine-tuning
(1)
memory optimization
(1)
latency reduction
(1)
parallel computation
(1)
quality of experience
(1)
video streaming
(1)
cloud gaming
(1)
packet processing
(1)
resource utilization
(1)
radio access network
(1)
distributed fine-tuning
(1)
gpu memory estimation
(1)
multi-gpu setup
(1)
video conferencing
(1)
depthwise convolution
(1)
large language model fine-tuning
(1)
dynamic convolution
(1)
Papers
eXpressSFU: Toward Super-Scalable Video Conferencing with SmartNICs
NSDI 2026
QCON: Seamless QoE-Aware 5G Streaming via Multi-Connectivity
NSDI 2026
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs
IJCAI 2024
ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks
NeurIPS 2023
CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
ECCV 2022
TVConv: Efficient Translation Variant Convolution for Layout-Aware Visual Processing
CVPR 2022