Han Dongsu Lab
Han Dongsu Lab
KAIST · Electrical Engineering
Professor
Prof. 한동수
Professor's page · publicationsAbout
KAIST 전기및전자공학부 한동수(Dongsu Han) 교수의 Intelligent Network Architecture and Distributed Systems Lab(INA)이다. 대규모 DNN 학습 가속·LLM 시스템·마이크로서비스 오토스케일링 등 AI/ML 시스템 인프라, 신경망 기반 적응형 비디오 전송, 신뢰실행환경·5G/6G·데이터센터 혼잡제어 등 지능형 네트워크 시스템과 보안을 연구한다.
Research keywords
Recent papers
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- BlenDR: Bandwidth-efficient RGB-D Representation and Delivery for Live 3D Video StreamingMobiSys · 2026
- Neural-Centric Video Processing Pipeline for Unified Multi-Task InferenceCVPR · 2026
- Trinity: Three-Dimensional Tensor Program Optimization via Tile-level Equality SaturationASPLOS · 2026
- SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMsNeurIPS · 2025
- SAND: A New Programming Abstraction for Video-based Deep LearningSOSP · 2025
- Scaling Beyond the GPU Memory Limit for Large Mixture-of-Experts Model TrainingICML · 2024
- Accelerating Model Training in Multi-cluster Environments with Consumer-grade GPUsSIGCOMM · 2024
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Statistical Inference Lab
KAIST · Graduate School of AI
Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language ModelsPreprintarXiv (Cornell University) · Oct 2Shared topic: Topic Modeling
Artificial Intelligence and Information Systems Lab (AI-ISL)
Yonsei University · Computer Science
Low-Confidence Remasking Traps Flexibility: Realizing Arbitrary-Order Potential for Diverse Rollouts in Diffusion LLMsPreprintarXiv (Cornell University) · Sep 28Shared topic: Natural Language Processing Techniques
Ubiquitous AI Lab (UAILab)
Ulsan National Institute of Science and Technology (UNIST) · Computer Science and Engineering
SharpDraft: Accelerating Long-Context Speculative Decoding with Cardinality-Aware Query ScalingPreprintarXiv (Cornell University) · Oct 4Shared topic: Natural Language Processing Techniques
Other labs in this department
- Kim Dongjoon LabRecruiting
Dongjun Kim
Computer architecture, interconnection networks, mobile systems, hardware security
- Kim Moonchul LabRecruiting
Munchurl Kim
Video coding, pattern recognition, visual communications
- Kim Minjun LabRecruiting
Min Jun Kim
Physical robot interaction, collaborative robots, aerial manipulation
- Kim Seongmin LabRecruiting
Song Min Kim
Wireless systems and networks, mobile computing, IoT
- Kim Yonghoon LabRecruiting
Yong-Hoon Kim
Atomic-scale device simulations, high-performance/machine-learning scientific computing
- Kim Junmo LabRecruiting
Junmo Kim
Statistical signal processing, image processing, computer vision, information theory