Changhun Lee

According to our database, Changhun Lee authored at least 14 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models.

Changhun Lee, Jungyu Jin, Taesu Kim, Hyungjun Kim, Eunhyeok Park

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Bi-objective Perspective on Controllable Language Models: Reward Dropout Improves Off-policy Control Performance.

Changhun Lee, Chiehyeon Lim

CoRR, 2023

OWQ: Lessons learned from activation outliers for weight quantization in large language models.

Changhun Lee, Jungyu Jin, Taesu Kim, Hyungjun Kim, Eunhyeok Park

CoRR, 2023

INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold.

Changhun Lee, Hyungjun Kim, Eunhyeok Park, Jae-Joon Kim

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Recommendation in Offline Stores: A Gamification Approach for Learning the Spatiotemporal Representation of Indoor Shopping.

Jongkyung Shin, Changhun Lee, Chiehyeon Lim, Yunmo Shin, Junseok Lim

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

MIND dataset for diet planning and dietary healthcare with machine learning: Dataset creation using combinatorial optimization and controllable generation with domain experts.

Changhun Lee, Soohyeok Kim, Sehwa Jeong, Chiehyeon Lim, Jayun Kim, Yeji Kim, Minyoung Jung

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Diet Planning with Machine Learning: Teacher-forced REINFORCE for Composition Compliance with Nutrition Enhancement.

Changhun Lee, Soohyeok Kim, Chiehyeon Lim, Jayun Kim, Yeji Kim, Minyoung Jung

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Improving Accuracy of Binary Neural Networks Using Unbalanced Activation Distribution.

Hyungjun Kim, Jihoon Park, Changhun Lee, Jae-Joon Kim

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2018

Underactuated Tendon-driven Finger Design with Bio-inspired Ligamentous Joint mechanism.

Hyeryon Son, Geon Lee, Changhun Lee, Youngjin Choi

Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

2016

PADA: power-aware development assistant for mobile sensing applications.

Chulhong Min, Seungchul Lee, Changhun Lee, Youngki Lee, Seungwoo Kang, Seungpyo Choi, Wonjung Kim, Junehwa Song

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015

Demo: User Support for Power Management of Continuous Sensing Applications.

Chulhong Min, Chungkuk Yoo, Sangwon Choi, Pillsoon Park, Seungchul Lee, Changhun Lee, Seungpyo Choi, Seungwoo Kang, Youngki Lee, Inseok Hwang, Younghyun Ju, Junehwa Song

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Sandra helps you learn: the more you walk, the more battery your phone drains.

Chulhong Min, Chungkuk Yoo, Inseok Hwang, Seungwoo Kang, Youngki Lee, Seungchul Lee, Pillsoon Park, Changhun Lee, Seungpyo Choi, Junehwa Song

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

2014

Hooked on smartphones: an exploratory study on smartphone overuse among college students.

Uichin Lee, Joonwon Lee, Minsam Ko, Changhun Lee, Yuhwan Kim, Subin Yang, Koji Yatani, Gahgene Gweon, Kyong-Mee Chung, Junehwa Song

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2012

Design and Implementation of Packet Analyzer for IEC 61850 Communication Networks in Smart Grid.

Changhun Lee, Myungoh Park, Jiyoung Lee, Inwhee Joe

Proceedings of the Computer Applications for Communication, Networking, and Digital Contents, 2012