Publications

Thanh-Tung Nguyen, Lucas Liebe (Equally First), Dongman Lee (2025). FCPO: Federated Continual Policy Optimization for Real-Time High-Throughput Edge Video Analytics. arXiv.

Yuheng Wu, Thanh-Tung Nguyen, Lucas Liebe, Nhat-Quang Tau, Pablo Espinosa, Jinghan Cheng, Dongman Lee (2025). How2Compress: Scalable and Efficient Edge Video Analytics via Adaptive Granular Video Compression. In The 33rd ACM International Conference on Multimedia (MM 2025).

Thanh-Tung Nguyen, Lucas Liebe, Nhat-Quang Tau, Yuheng Wu, Jinghan Cheng, Dongman Lee (2025). OCTOPINF: Workload-Aware Inference Serving for Edge Video Analytics. In The 23rd International Conference on Pervasive Computing and Communications (PerCom 2025).

Youngrae Kim*, Younggeol Cho*, Thanh-Tung Nguyen, Seunghoon Hong, Dongman Lee (2024). MetaWeather: Few-Shot Weather-Degraded Image Restoration. The 18th European Conference on Computer Vision ECCV 2024 (ECCV 2024).

Youngjun Park, Sumin Han, Doyoon Park, Hyungchan Bae, Thanh-Tung Nguyen, Dongman Lee (2024). Integrative Geospatial Visualization for Urban Mobility Analysis. In 2024 Korea Computer Congress (KCC 2024).

Ahmad Elmoursi, Sumin Han, Hyungchan Bae, Youngjun Park, Thanh-Tung Nguyen, Dongman Lee (2024). Enhancing Geospatial Recommendations through Natural Language Processing with Large Language Models. In 2024 Korea Computer Congress (KCC 2024).

Thanh-Tung Nguyen, Siyoung Jang, Boyan Kodstadinov, Dongman Lee (2023). PreActo: Efficient Cross-Camera Object Tracking System in Video Analytics Edge Computing. In The 21rd International Conference on Pervasive Computing and Communications (PerCom 2023).

Bich-Ngoc Nguyen, Thanh-Tung Nguyen, Dongman Lee (2022). OctoFedS: A Federated Split Learning System for Object Detection at the Edge. In 2022 Korea Computer Congress (KCC 2022).

Thanh-Tung Nguyen, Yu-Jin Yeom, Taehong Kim, Dae-Heon Park, Sehan Kim (2020). Horizontal Pod Autoscaling in Kubernetes for Elastic Container Orchestration. Sensors.

Thanh-Tung Nguyen, Taejoon Kim, Taehong Kim (2020). A Distributed TDMA Scheduling Algorithm Using Topological Ordering for Wireless Sensor Networks. IEEE Access.