Publications

Jinghan Cheng, Thanh-Tung Nguyen, Lucas Liebe, Yuheng Wu, Nhat-Quang Tau, Pablo Espinosa, Dongman Lee (2025). OctoCross: Workload-Aware Request Offloading Scheduling in Cross-Camera Collaboration. In The 23rd International Conference on Service-Oriented Computing (ICSOC 2025, CORE A, acceptance rate 20%).
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Thanh-Tung Nguyen, Lucas Liebe (Equally First), Dongman Lee (2025). FCPO: Federated Continual Policy Optimization for Real-Time High-Throughput Edge Video Analytics. arXiv.
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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, CORE A*).
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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, CORE A*, acceptance rate 16%).
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Youngrae Kim*, Younggeol Cho*, Thanh-Tung Nguyen, Seunghoon Hong, Dongman Lee (2024). MetaWeather: Few-Shot Weather-Degraded Image Restoration. in The 18th European Conference on Computer Vision ECCV 2024 (ECCV 2024, CORE A*).
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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).
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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).
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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, CORE A*, acceptance rate 17%).
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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).
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Thanh-Tung Nguyen, Yu-Jin Yeom, Taehong Kim, Dae-Heon Park, Sehan Kim (2020). Horizontal Pod Autoscaling in Kubernetes for Elastic Container Orchestration. Sensors.
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