Hyunsung Lee

According to our database, Hyunsung Lee authored at least 13 papers between 2007 and 2023.

Collaborative distances:

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

2023

How Important is Periodic Model update in Recommender System?

Hyunsung Lee, Sungwook Yoo, Dongjun Lee, Jaekwang Kim

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

Moving Objects Tracking Based on Geometric Model-Free Approach With Particle Filter Using Automotive LiDAR.

Hojoon Lee, Hyunsung Lee, Donghoon Shin, Kyongsu Yi

IEEE Trans. Intell. Transp. Syst., 2022

An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation.

Honguk Woo, Hyunsung Lee, Sangwoo Cho

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A Global DAG Task Scheduler Using Deep Reinforcement Learning and Graph Convolution Network.

Hyunsung Lee, Sangwoo Cho, Yeongjae Jang, Jinkyu Lee, Honguk Woo

IEEE Access, 2021

Differentiable Ranking Metric Using Relaxed Sorting for Top-K Recommendation.

Hyunsung Lee, Sangwoo Cho, Yeongjae Jang, Jaekwang Kim, Honguk Woo

IEEE Access, 2021

2020

Fixed Priority Global Scheduling from a Deep Learning Perspective.

Hyunsung Lee, Michael Wang, Honguk Woo

CoRR, 2020

A Differentiable Ranking Metric Using Relaxed Sorting Opeartion for Top-K Recommender Systems.

Hyunsung Lee, Yeongjae Jang, Jaekwang Kim, Honguk Woo

CoRR, 2020

Intelligent Replication Management for HDFS Using Reinforcement Learning.

Hyunsung Lee

CoRR, 2020

Panda: Reinforcement Learning-Based Priority Assignment for Multi-Processor Real-Time Scheduling.

Hyunsung Lee, Jinkyu Lee, Ikjun Yeom, Honguk Woo

IEEE Access, 2020

2019

SCARL: Attentive Reinforcement Learning-Based Scheduling in a Multi-Resource Heterogeneous Cluster.

Mukoe Cheong, Hyunsung Lee, Ikjun Yeom, Honguk Woo

IEEE Access, 2019

2017

OTIDS: A Novel Intrusion Detection System for In-vehicle Network by Using Remote Frame.

Hyunsung Lee, Seong Hoon Jeong, Huy Kang Kim

Proceedings of the 15th Annual Conference on Privacy, Security and Trust, 2017

AVM / LiDAR sensor based lane marking detection method for automated driving on complex urban roads.

Hyunsung Lee, Seonwook Kim, Sung Youl Park, Yonghwan Jeong, Hojoon Lee, Kyongsu Yi

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

2007

Rollout strategy for Hidden Markov Model (HMM)-based dynamic sensor scheduling.

Hyunsung Lee, Satnam Singh, Woosun An, Swapna S. Gokhale, Krishna R. Pattipati, David L. Kleinman

Proceedings of the IEEE International Conference on Systems, 2007