Publication

DeepSFU: Scalable Deepfake Detection for Video Conferencing

PAVE: Mitigating Non-Congestive Delay for Seamless Video Calls over NextG Mobile Networks

eXpressSFU: Toward Super-Scalable Video Conferencing with SmartNICs

QCON: Seamless QoE-Aware 5G Streaming via Multi-Connectivity

DualEngine: A Thermal-Aware Vision Inference Framework via Mobile and Cloud Co-Execution

Pyeongjun Choi, Jeongsoo Kim, Seyeon Kim, Jeongho Kwak

DeltaStream: 2D-Inferred Delta Encoding for Live Volumetric Video Streaming

Hojeong Lee, YuHong Kim, Sangwoo Ryu, James Won-Ki Hong, Sangtae Ha, Seyeon Kim

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

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

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

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

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

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

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

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

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

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

zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices

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

RL-based FEC Adjustment for Better QoE in WebRTC

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

zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices

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