(2026)
Evolving Intelligent Network Attack Classifier Under Label Distribution Shift.
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING.
13,
(2026)
Price of the Autonomous Strategy with Reinforcement Learning in Mixed-autonomy Traffic Networks.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.
27,
2
(2025)
CluVar: Clustering of Variants Using Autoencoder for Inferring Cancer Subclones From Single Cell RNA Sequencing Data.
BRIEFINGS IN BIOINFORMATICS.
26,
6
(2025)
Personalized Split Federated Learning with Early-exit: Pre-training and Online Learning Against Label Shifts.
IEEE INTERNET OF THINGS JOURNAL.
12,
22
(2025)
Scenario-free Autonomous Driving with Multi-task Offline-to-online Reinforcement Learning.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.
26,
9
학술회의논문
(2026)
Simple Actors and Deep Critics for Scalable Reinforcement Learning.
ACM Conference on Information and Knowledge Management.
이탈리아
(2026)
Multi^2: Hierarchical Multi-Agent Decision-Making with LLM-Based Agents in Interactive Environments.
International Conference on Machine Learning.
대한민국
(2026)
Post-Hoc Merging is Not Enough: Many-Shot Model Merging with Loss-Gap Balancing.
International Conference on Machine Learning.
대한민국
(2026)
Fed-ADE: Adaptive Learning Rate for Federated Post-adaptation under Distribution Shift.
Conference on Computer Vision and Pattern Recognition.
미국
(2025)
ASAP: Unsupervised Post-training with Label Distribution Shift Adaptive Learning Rate.
ACM Conference on Information and Knowledge Management.
대한민국
(2025)
OASIS: Open-world Adaptive Self-supervised and Imbalanced-aware System.
ACM Conference on Information and Knowledge Management.
대한민국
