Dongsu Han
15 papers · 2012–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21)
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Topic Evolution
ποΈ
Keyword Collector
(53)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(7)
Deep Learning
(6)
Computer Vision
(4)
Learning Types
(4)
Artificial Intelligence
(3)
Core AI Β· Artificial Intelligence
(3)
Processing
(3)
Architectures
(2)
Computer Science
(1)
Natural Language Processing
(1)
Core AI Β· Computer Vision
(1)
Generation Β· Computer Vision
(1)
Generation Β· Natural Language Processing
(1)
Optimization & Theory
(1)
Keywords
model compression
(2)
implicit neural representation
(2)
video captioning
(1)
knowledge distillation
(1)
text generation
(1)
multimodal learning
(1)
efficient computing
(1)
edge computing
(1)
image denoising
(1)
parameter sharing
(1)
image deblurring
(1)
image compression
(1)
deep neural network
(1)
pipeline parallelism
(1)
self-supervised learning
(1)
teacher-student framework
(1)
video processing
(1)
trusted execution environment
(1)
intel sgx
(1)
image restoration
(1)
Papers
NerVast: Compression-Efficient Scaling of Implicit Neural Video Representations via Scene-based Parameter-sharing
WACV 2026
Neural-Centric Video Processing Pipeline for Unified Multi-Task Inference
CVPR 2026
NarrAD: Automatic Generation of Audio Descriptions for Movies with Rich Narrative Context
WACV 2025
Scaling Beyond the GPU Memory Limit for Large Mixture-of-Experts Model Training
ICML 2024
AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration
CVPR 2023
TSPipe: Learn from Teacher Faster with Pipelines
ICML 2022
Neural Adaptive Content-aware Internet Video Delivery
OSDI 2018
Enhancing Security and Privacy of Tor's Ecosystem by Using Trusted Execution Environments
NSDI 2017
mOS: A Reusable Networking Stack for Flow Monitoring Middleboxes
NSDI 2017
DFC: Accelerating String Pattern Matching for Network Applications
NSDI 2016
Information-Agnostic Flow Scheduling for Commodity Data Centers
NSDI 2015
MICA: A Holistic Approach to Fast In-Memory Key-Value Storage
NSDI 2014
mTCP: a Highly Scalable User-level TCP Stack for Multicore Systems
NSDI 2014
RPT: Re-architecting Loss Protection for Content-Aware Networks
NSDI 2012
XIA: Efficient Support for Evolvable Internetworking
NSDI 2012