Yoonsung Kim

21 papers A* 5Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
Neo: Real-Time On-Device 3D Gaussian Splatting with Reuse-and-Update Sorting Acceleration.
ASPLOS (2)
Changhun Oh, Seongryong Oh, Jinwoo Hwang, Yoonsung Kim, Hardik Sharma, Jongse Park
2025 J jnl
Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse.
CoRR
Jinwoo Hwang, Daeun Kim, Sangyeop Lee, Yoonsung Kim, Guseul Heo, Hojoon Kim, Yunseok Jeong, Tadiwos Meaza, Eunhyeok Park, Jeongseob Ahn, Jongse Park
2025 J jnl
Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse.
Proc. VLDB Endow.
Jinwoo Hwang, Daeun Kim, Sangyeop Lee, Yoonsung Kim, Guseul Heo, Hojoon Kim, Yunseok Jeong, Tadiwos Meaza, Eunhyeok Park, Jeongseob Ahn, Jongse Park
2025 J jnl
Let Multimodal Embedders Learn When to Augment Query via Adaptive Query Augmentation.
CoRR
Wongyu Kim, Hochang Lee, Sanghak Lee, Yoonsung Kim, Jaehyun Park
2025 J jnl
Neo: Real-Time On-Device 3D Gaussian Splatting with Reuse-and-Update Sorting Acceleration.
CoRR
Changhun Oh, Seongryong Oh, Jinwoo Hwang, Yoonsung Kim, Hardik Sharma, Jongse Park
2025 A* conf
Pimba: A Processing-in-Memory Acceleration for Post-Transformer Large Language Model Serving.
MICRO
Wonung Kim, Yubin Lee, Yoonsung Kim, Jinwoo Hwang, Seongryong Oh, Jiyong Jung, Aziz Huseynov, Woong Gyu Park, Chang Hyun Park, Divya Mahajan, Jongse Park
2025 J jnl
Pimba: A Processing-in-Memory Acceleration for Post-Transformer Large Language Model Serving.
CoRR
Wonung Kim, Yubin Lee, Yoonsung Kim, Jinwoo Hwang, Seongryong Oh, Jiyong Jung, Aziz Huseynov, Woong Gyu Park, Chang Hyun Park, Divya Mahajan, Jongse Park
2024 J jnl
ActiveNeuS: Active 3D Reconstruction using Neural Implicit Surface Uncertainty.
CoRR
Hyunseo Kim, Hyeonseo Yang, Taekyung Kim, Yoonsung Kim, Jin-Hwa Kim, Byoung-Tak Zhang
2024 A* conf
DACAPO: Accelerating Continuous Learning in Autonomous Systems for Video Analytics.
ISCA
Yoonsung Kim, Changhun Oh, Jinwoo Hwang, Wonung Kim, Seongryong Oh, Yubin Lee, Hardik Sharma, Amir Yazdanbakhsh, Jongse Park
2024 J jnl
DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics.
CoRR
Yoonsung Kim, Changhun Oh, Jinwoo Hwang, Wonung Kim, Seongryong Oh, Yubin Lee, Hardik Sharma, Amir Yazdanbakhsh, Jongse Park
2024 — conf
RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings.
EMNLP (Industry Track)
Bonggeun Choi, Jeongjae Park, Yoonsung Kim, Jaehyun Park, Youngjoong Ko
2024 — conf
Tandem Processor: Grappling with Emerging Operators in Neural Networks.
ASPLOS (2)
Soroush Ghodrati, Sean Kinzer, Hanyang Xu, Rohan Mahapatra, Yoonsung Kim, Byung Hoon Ahn, Dong Kai Wang, Lavanya Karthikeyan, Amir Yazdanbakhsh, Jongse Park, Nam Sung Kim, Hadi Esmaeilzadeh
2024 A* conf
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning.
AAAI
Junseok Park, Yoonsung Kim, Hee Bin Yoo, Min Whoo Lee, Kibeom Kim, Won-Seok Choi, Minsu Lee, Byoung-Tak Zhang
2024 J jnl
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning.
CoRR
Junseok Park, Yoonsung Kim, Hee Bin Yoo, Min Whoo Lee, Kibeom Kim, Won-Seok Choi, Minsu Lee, Byoung-Tak Zhang
2023 — conf
An Effective Hybrid Beamforming for MIMO-OFDM with Beam Squint.
VTC Fall
Yoonsung Kim, Hyunwoo Nam, Hyunsoo Son, Hyuncheol Park
2022 — conf
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics.
USENIX ATC
Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park
2022 J jnl
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics.
CoRR
Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park
2021 A* conf
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning.
NeurIPS
Kibeom Kim, Min Whoo Lee, Yoonsung Kim, Je-Hwan Ryu, Minsu Lee, Byoung-Tak Zhang
2021 J jnl
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning.
CoRR
Kibeom Kim, Min Whoo Lee, Yoonsung Kim, Je-Hwan Ryu, Minsu Lee, Byoung-Tak Zhang
2019 A* conf
End-To-End Efficient Representation Learning via Cascading Combinatorial Optimization.
CVPR
Yeonwoo Jeong, Yoonsung Kim, Hyun Oh Song
2019 J jnl
End-to-End Efficient Representation Learning via Cascading Combinatorial Optimization.
CoRR
Yeonwoo Jeong, Yoonsung Kim, Hyun Oh Song