Publications

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Publications

Paper
NeuroBalancer: Balancing System Frequencies with Punctual Laziness for Timely and Energy-efficient DNN Inferences

Kyungmin Bin, Seyeon Kim, Sangtae Ha, Song Chong, Kyunghan Lee

IEEE Transactions on Mobile Computing (IEEE TMC), 2025

journal

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Paper
CoActo: CoActive Neural Network Inference Offloading with Fine-grained and Concurrent Execution.

Kyungmin Bin, Jongseok Park, Chanjeong Park, Seyeon Kim, Kyunghan Lee

ACM International Conference on Mobile Systems, Applications, and Services (ACM Mobisys), 2024

conference

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Paper
Repurposing Cellular Reference Signals: Accurate RSRP Measurements with Mobile Phones.

Max Hollingsworth, Yaguang Zhang, Todd Schumann, Chris Anderson, Michael Cotton, Seyeon Kim, Sangtae Ha, Dirk Grunwald

IEEE International Symposium on Dynamic Spectrum Access Networks - Workshop (IEEE DySPAN Workshop), 2024

workshop

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Paper
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs.

Taeho Kim, Yanming Wang, Vatshank Chaturvedi, Lokesh Gupta, Seyeon Kim*, Yongin Kwon, Sangtae Ha

International Joint Conference on Artificial Intelligence (IJCAI), 2024

conference Long talk (Top 2%)

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Paper
Dejavu: Reinforcement Learning-based Cloud Scheduling with Demonstration and Competition

Seonwoo Kim, Yoonsung Nam, Minwoo Park, Heewon Lee, Seyeon Kim*, Sangtae Ha

IEEE International Conference on Mobile Ad Hoc and Smart Systems (IEEE MASS), 2024

conference

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Paper
ENTRO: Tackling the Encoding and Networking Trade-off in Offloaded Video Analytics

Seyeon Kim, Kyungmin Bin, Donggyu Yang, Sangtae Ha, Kyunghan Lee, Song Chong

ACM International Conference on Multimedia (ACM Multimedia), 2023

conference

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Paper
RL-based FEC Adjustment for better QoE in WebRTC.

Insoo Lee, Seyeon Kim, Sandesh Dhawaskar Sathyanarayana, Kyungmin Bin, Song Chong, Kyunghan Lee, Drik Grunwald, Sangtae Ha

ACM International Conference on Multimedia (ACM Multimedia), 2022

conference Oral (Top 2%)

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Paper
zTT: learning-based DVFS with zero thermal throttling for mobile devices.

Seyeon Kim, Kyungmin Bin, Sangtae Ha, Kyunghan Lee, Song Chong

ACM GetMobile: Mobile Computing and Communications (ACM GetMobile), 2022

magazine Invited paper (Highlight)

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Paper
zTT: learning-based DVFS with zero thermal throttling for mobile devices.

Seyeon Kim, Kyungmin Bin, Sangtae Ha, Kyunghan Lee, Song Chong

ACM International Conference on Mobile Systems, Applications, and Services (ACM Mobisys), 2021

conference Best Paper

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