Changhun Lee

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 13

Top Topics

Combinatorial Optimization

Top Venues

Publications

Changhun Lee, Jungyu Jin, Taesu Kim, Hyungjun Kim, Eunhyeok Park
OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models. AAAI (2024)
Changhun Lee, Gyumin Lee
Repurformer: Transformers for Repurposing-Aware Molecule Generation. CoRR (2024)
Changhun Lee, Jungyu Jin, Taesu Kim, Hyungjun Kim, Eunhyeok Park
OWQ: Lessons learned from activation outliers for weight quantization in large language models. CoRR (2023)
Changhun Lee, Chiehyeon Lim
A Bi-objective Perspective on Controllable Language Models: Reward Dropout Improves Off-policy Control Performance. CoRR (2023)
Changhun Lee, Hyungjun Kim, Eunhyeok Park, Jae-Joon Kim
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold. ICCV (2023)
Changhun Lee, Hyungjun Kim, Eunhyeok Park, Jae-Joon Kim
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold. CoRR (2022)
Jongkyung Shin, Changhun Lee, Chiehyeon Lim, Yunmo Shin, Junseok Lim
Recommendation in Offline Stores: A Gamification Approach for Learning the Spatiotemporal Representation of Indoor Shopping. KDD (2022)
Changhun Lee, Soohyeok Kim, Sehwa Jeong, Chiehyeon Lim, Jayun Kim, Yeji Kim, Minyoung Jung
MIND dataset for diet planning and dietary healthcare with machine learning: Dataset creation using combinatorial optimization and controllable generation with domain experts. NeurIPS Datasets and Benchmarks (2021)
Changhun Lee, Soohyeok Kim, Chiehyeon Lim, Jayun Kim, Yeji Kim, Minyoung Jung
Diet Planning with Machine Learning: Teacher-forced REINFORCE for Composition Compliance with Nutrition Enhancement. KDD (2021)
Hyungjun Kim, Jihoon Park, Changhun Lee, Jae-Joon Kim
Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution. CVPR (2021)
Hyungjun Kim, Jihoon Park, Changhun Lee, Jae-Joon Kim
Improving Accuracy of Binary Neural Networks using Unbalanced Activation Distribution. CoRR (2020)
Hyeryon Son, Geon Lee, Changhun Lee, Youngjin Choi
Underactuated Tendon-driven Finger Design with Bio-inspired Ligamentous Joint mechanism. CBS (2018)
Chulhong Min, Seungchul Lee, Changhun Lee, Youngki Lee, Seungwoo Kang, Seungpyo Choi, Wonjung Kim, Junehwa Song
PADA: power-aware development assistant for mobile sensing applications. UbiComp (2016)
Chulhong Min, Chungkuk Yoo, Sangwon Choi, Pillsoon Park, Seungchul Lee, Changhun Lee, Seungpyo Choi, Seungwoo Kang, Youngki Lee, Inseok Hwang, Younghyun Ju, Junehwa Song
Demo: User Support for Power Management of Continuous Sensing Applications. SenSys (2015)
Chulhong Min, Chungkuk Yoo, Inseok Hwang, Seungwoo Kang, Youngki Lee, Seungchul Lee, Pillsoon Park, Changhun Lee, Seungpyo Choi, Junehwa Song
Sandra helps you learn: the more you walk, the more battery your phone drains. UbiComp (2015)
Uichin Lee, Joonwon Lee, Minsam Ko, Changhun Lee, Yuhwan Kim, Subin Yang, Koji Yatani, Gahgene Gweon, Kyong-Mee Chung, Junehwa Song
Hooked on smartphones: an exploratory study on smartphone overuse among college students. CHI (2014)
Changhun Lee, Myungoh Park, Jiyoung Lee, Inwhee Joe
Design and Implementation of Packet Analyzer for IEC 61850 Communication Networks in Smart Grid. FGIT-FGCN/DCA (2012)