Lab directory
Yongjune Kim
Yongjune Kim
POSTECH · Electrical Engineering
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Professor
Prof. 김용준
Professor's page · publicationsAbout
정보 및 지능 연구실(IIL)은 정보이론과 기계학습을 결합한 연구를 수행한다. 부호이론, 데이터 저장·통신을 위한 신뢰성 있는 정보처리, 효율적 머신러닝 알고리즘을 다룬다.
Research keywords
Information Theory and Coding Theory Reliable and Efficient Artificial Intelligence Semantic Communications for Artificial Intelligence Tasks
Recent papers
- Token-Oriented Semantic Communication with Pretrained Vision TransformersPreprintarXiv (Cornell University) · Aug 26
- ImpactHO: Importance-Aware KV Cache Transfer for Multi-User Edge LLM HandoverPreprintarXiv (Cornell University) · Aug 11
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- Code-weight sphere decoderIEEE Wireless Communications Letters · 2026
- Optimized layerwise approximation for efficient private inference on fully homomorphic encryptionNeurocomputing · 2026
- Efficient message-passing transformer for error correcting codesInternational Conference on Learning Representations (ICLR) · 2026
- Hybrid ordered statistics decoding of short-length BCH codes for URLLC systemsIEEE Transactions on Circuits and Systems I (TCAS-I) · 2025
- Vision transformer-based semantic communications with importance-aware quantizationIEEE Internet of Things Journal (IoTJ) · 2025
- Multiple-masks error correction code transformer for short block codesIEEE Journal on Selected Areas in Communications (JSAC) · 2025
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Advanced Neural Network Applications
Computer Vision Lab
Chungnam National University · Computer Science and Engineering
OBB-PBD: Extending Parallel Box Decoding to Oriented Bounding Boxes for Referring Expression Grounding in Aerial ImageryNewRemote Sensing · Oct 15Kim Daeshik Lab
KAIST · Electrical Engineering
Beyond Reconstruction Loss in Post-Training Quantization: Balanced Fitting for Large Vision-Language ModelsPreprintarXiv (Cornell University) · Sep 28Kim Junmo Lab
KAIST · Electrical Engineering
MLLMCLIP: Feature-Level Distillation of MLLM for Robust Vision-Language RepresentationsNewPreprintarXiv (Cornell University) · Aug 26
Other labs in this department
- Seokhyung Kang
집적회로 설계 자동화 (VLSI CAD) 시스템온칩 설계 (SoC design)
- Byungdon Kong
물리전자연구실
- Kyungtae Kim
지능형 레이더 시스템 및신호처리 연구실
- Sewoon Shin
전력관리 및 집적회로 시스템 설계
- Byunghoon Lee
나노전자시스템연구실
- Jungsoo Lee
나노소자 및 공정 연구실