Kyungmin Bin

11 papers A* 3A 3Journal 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
FineServe: Precision-Aware KV Slab and Two-Level Scheduling for Heterogeneous Precision LLM Serving.
CoRR
Kyungmin Bin, Seungbeom Choi, Jimyoung Son, Jieun Choi, Daseul Bae, Daehyeon Baek, Kihyo Moon, Minsung Jang, Hyojung Lee
2025 J jnl
FireQ: Fast INT4-FP8 Kernel and RoPE-aware Quantization for LLM Inference Acceleration.
CoRR
Daehyeon Baek, Jieun Choi, Jimyoung Son, Kyungmin Bin, Seungbeom Choi, Kihyo Moon, Minsung Jang, Hyojung Lee
2025 J jnl
NeuroBalancer: Balancing System Frequencies With Punctual Laziness for Timely and Energy-Efficient DNN Inferences.
IEEE Trans. Mob. Comput.
Kyungmin Bin, Seyeon Kim, Sangtae Ha, Song Chong, Kyunghan Lee
2025 J jnl
SBVR: Summation of BitVector Representation for Efficient LLM Quantization.
CoRR
Wonjun Bang, Jongseok Park, Hongseung Yu, Kyungmin Bin, Kyunghan Lee
2024 A conf
CoActo: CoActive Neural Network Inference Offloading with Fine-grained and Concurrent Execution.
MobiSys
Kyungmin Bin, Jongseok Park, Chanjeong Park, Seyeon Kim, Kyunghan Lee
2023 A* conf
ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks.
NeurIPS
Jongseok Park, Kyungmin Bin, Gibum Park, Sangtae Ha, Kyunghan Lee
2023 A* conf
ENTRO: Tackling the Encoding and Networking Trade-off in Offloaded Video Analytics.
ACM Multimedia
Seyeon Kim, Kyungmin Bin, Donggyu Yang, Sangtae Ha, Song Chong, Kyunghan Lee
2022 A* conf
R-FEC: RL-based FEC Adjustment for Better QoE in WebRTC.
ACM Multimedia
Insoo Lee, Seyeon Kim, Sandesh Dhawaskar Sathyanarayana, Kyungmin Bin, Song Chong, Kyunghan Lee, Dirk Grunwald, Sangtae Ha
2022 A conf
mGEMM: low-latency convolution with minimal memory overhead optimized for mobile devices.
MobiSys
Jongseok Park, Kyungmin Bin, Kyunghan Lee
2021 J jnl
zTT: Learning-Based DVFS with Zero Thermal Throttling for Mobile Devices.
GetMobile Mob. Comput. Commun.
Seyeon Kim, Kyungmin Bin, Sangtae Ha, Kyunghan Lee, Song Chong
2021 A conf
zTT: learning-based DVFS with zero thermal throttling for mobile devices.
MobiSys
Seyeon Kim, Kyungmin Bin, Sangtae Ha, Kyunghan Lee, Song Chong