Jiyun will give an invited talk at the UMich NLP reading group 🇺🇸
👋 Hi, we are EffL!
Efficient Learning Lab, or simply EffL, is a research group led by Jaeho Lee.
News
NeurIPS 2026 🇦🇺: Head-level bit allocation for KV cache compression
Hyunjong joined Salesforce as an intern
EMNLP 2026 (oral) ðŸ‡ðŸ‡º: Test-time scaling analysis for VLMs; led by Jiyun
EMNLP 2026 ðŸ‡ðŸ‡º: Robust evaluation of Video-LLMs; led by Hyunjong
Hyunjong is selected as a recipient of 2026 Ph.D. Excellence Scholarship by KOSAF & MSIT
Seunghyeon gave a talk at Google
ECCV 2026 🇸🇪: Quantization for Vision Encoders; led by Seunghyeon
MICCAI 2026 🇫🇷: Restoration for Lissajous Confocal Laser Endomicrioscopy; led by Minhee
ICML 2026 🇰🇷: Theoretical analysis of generalization vs. feature learning strength; led by Taesun
ACL 2026 🇺🇸: On-device end-turn detection (Main); Limitations of Causal LLMs (Findings); both led by Hyunjong
Jaeho is serving as an Area Chair for NeurIPS 2026
Jaeho is serving as an Action Editor for TMLR
ICASSP 2026 🇪🇸: LLM for Auditory Reasoning (Oral); led by Hyunjong
DATE 2026 🇮🇹: Mixed-Precision Quantization via Iterative Search
Jaeho was selected as a Top Area Chair at NeurIPS 2025
Jaeho was selected as an outstanding young researcher by CICS
Jaeho will give a talk at Global AI Frontiers Symposium
Sangyoon and Minjae will join NAVER AI Residency program, for K-AI 🇰🇷
Taesun and Minhee won National Research Grants for M.S. students 💰
Jaeho will serve as an Area Chair for ICLR 2026
EffL participates in K-AI project with NAVER 🇰🇷
One paper accepted at CIKM 2025 🇰🇷
Hyunjong won outstanding paper award at CKAIA 🇰🇷
One paper accepted at ACL Findings 2025 🇦🇹
One paper accepted at ICML 2025 🇨🇦
Jaeho will serve as an Area Chair for NeurIPS 2025
Jaeho will participate in EU-KR Horizon Researchers Forum on AI 🇧🇪
Jaeho will serve as an Area Chair for ACL RR
One paper accepted at NAACL 2025 🇺🇸
Two papers accepted at ICLR 2025 🇸🇬
One paper accepted at ICASSP 2025 🇮🇳