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Session-aware Linear Item-Item Models for Session-based Recommendation


Mar 30, 2021
Minijn Choi, jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee

* In Proceedings of the Web Conference 2021. 12 pages 

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Local Collaborative Autoencoders


Mar 30, 2021
Minjin Choi, Yoonki Jeong, Joonseok Lee, Jongwuk Lee

* In Proceedings of the Fourteenth ACM Inter-national Conference on Web Search and Data Mining. 9 pages 

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A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus


Nov 24, 2020
Bowen Zhang, Hexiang Hu, Joonseok Lee, Ming Zhao, Sheide Chammas, Vihan Jain, Eugene Ie, Fei Sha


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Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation


Oct 16, 2020
Sunghyun Park, Kangyeol Kim, Junsoo Lee, Jaegul Choo, Joonseok Lee, Sookyung Kim, Edward Choi

* 21 pages 

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REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs


Oct 08, 2019
José Ignacio Orlando, Huazhu Fu, João Barbossa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, JoonHo Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yongli Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Xiulan Zhang, Hrvoje Bogunović

* Accepted for publication in Medical Image Analysis 

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N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification


Feb 24, 2018
Sami Abu-El-Haija, Amol Kapoor, Bryan Perozzi, Joonseok Lee


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YouTube-8M: A Large-Scale Video Classification Benchmark


Sep 27, 2016
Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, Sudheendra Vijayanarasimhan

* 10 pages 

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Personalized Academic Research Paper Recommendation System


Apr 19, 2013
Joonseok Lee, Kisung Lee, Jennifer G. Kim


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Matrix Approximation under Local Low-Rank Assumption


Jan 15, 2013
Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer

* 3 pages, 2 figures, Workshop submission to the First International Conference on Learning Representations (ICLR) 

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A Comparative Study of Collaborative Filtering Algorithms


May 14, 2012
Joonseok Lee, Mingxuan Sun, Guy Lebanon

* 27 pages, 12 figures 

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