End-To-End Efficient Representation Learning via Cascading Combinatorial Optimization. - Yeonwoo Jeong; Yoonsung Kim; Hyun Oh Song (CVPR, 2019)

Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning. - Kibeom Kim; Min Whoo Lee; Yoonsung Kim; Je-Hwan Ryu; Min Su Lee; Byoung-Tak Zhang (NeurIPS, 2021)

CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics. - Jinwoo Hwang; Minsu Kim 004; Daeun Kim; Seungho Nam; Yoonsung Kim; Dohee Kim; Hardik Sharma; Jongse Park (USENIX ATC, 2022)

An Effective Hybrid Beamforming for MIMO-OFDM with Beam Squint. - Yoonsung Kim; Hyunwoo Nam; Hyunsoo Son; Hyuncheol Park (VTC Fall, 2023)

Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning. - Junseok Park; Yoonsung Kim; Hee bin Yoo; Min Whoo Lee; Kibeom Kim; Won-Seok Choi 006; Minsu Lee; Byoung-Tak Zhang (AAAI, 2024)

Tandem Processor: Grappling with Emerging Operators in Neural Networks. - Soroush Ghodrati; Sean Kinzer; Hanyang Xu 002; Rohan Mahapatra; Yoonsung Kim; Byung Hoon Ahn; Dong Kai Wang; Lavanya Karthikeyan; Amir Yazdanbakhsh; Jongse Park; Nam Sung Kim; Hadi Esmaeilzadeh (ASPLOS (2), 2024)

RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings. - Bonggeun Choi; JeongJae Park; Yoonsung Kim; Jaehyun Park; Youngjoong Ko (EMNLP (Industry Track), 2024)

DACAPO: Accelerating Continuous Learning in Autonomous Systems for Video Analytics. - Yoonsung Kim; Changhun Oh; Jinwoo Hwang; Wonung Kim; Seongryong Oh; Yubin Lee 002; Hardik Sharma; Amir Yazdanbakhsh; Jongse Park (ISCA, 2024)

ActiveNeuS: Active 3D Reconstruction using Neural Implicit Surface Uncertainty. - Hyunseo Kim 001; Hyeonseo Yang; Taekyung Kim 002; Yoonsung Kim; Jin-Hwa Kim; Byoung-Tak Zhang (CoRR, 2024)

Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse. - Jinwoo Hwang; Daeun Kim; Sangyeop Lee; Yoonsung Kim; Guseul Heo; Hojoon Kim; Yunseok Jeong; Tadiwos Meaza; Eunhyeok Park; Jeongseob Ahn; Jongse Park (CoRR, 2025)

Pimba: A Processing-in-Memory Acceleration for Post-Transformer Large Language Model Serving. - Wonung Kim; Yubin Lee 002; Yoonsung Kim; Jinwoo Hwang; Seongryong Oh; Jiyong Jung; Aziz Huseynov; Woong Gyu Park; Chang Hyun Park 001; Divya Mahajan 001; Jongse Park (CoRR, 2025)