Intelligence and Optimization in Networks Lab (ION)

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대학원생·학부 인턴 모집 (CV와 함께 이메일 문의)

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Prof. 장혜령

장혜령 교수 연구실(ION Lab, 네트워크 지능·최적화 연구실)은 동국대 컴퓨터공학과 소속으로, 그래프 구조 네트워크 시스템을 지능화·최적화하는 연구를 한다. 확률적 머신러닝, 그래프 신경망, 효율적 AI를 위한 최적화, 생성모델을 엣지/IoT·헬스케어에 응용한다.

인공지능

PQCAD-DM: Progressive Quantization and Calibration-Assisted Distillation for Efficient Compression of Diffusion ModelsIEEE Internet of Things Journal (JIOT) · 2026
I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution MapsICLR · 2025
Multi-Sample Online Learning for Probabilistic Spiking Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS) · 2022
On Cost-efficient Learning of Data DependencyIEEE/ACM Transactions on Networking (TNET) · 2022
Learning to Time-Decode in Spiking Neural Networks Through the Information BottleneckNeurIPS · 2021
Solving Continual Combinatorial Selection via Deep Reinforcement LearningIJCAI · 2019