Changhee Lee

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 32

Top Topics

Survival Analysis

Resource Allocation

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Xin Tie, Muheon Shin, Changhee Lee, Scott B. Perlman, Zachary Huemann, Amy J. Weisman, Sharon M. Castellino, Kara M. Kelly, Kathleen M. McCarten, Adina L. Alazraki, Junjie Hu, Steve Y. Cho, Tyler J. Bradshaw
Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Patients Using a Longitudinally-Aware Segmentation Network. CoRR (2024)
Hyeryn Park, Changhee Lee
Feature Selection With Group-Sparse Stochastic Gates. IEEE Access 12 (2024)
MinGyu Choi, Changhee Lee
Conditional Information Bottleneck Approach for Time Series Imputation. ICLR (2024)
Hyun-Seo Park, Hyuntae Kim, Changhee Lee, Heesoo Lee
Mobility Management Paradigm Shift: From Reactive to Proactive Handover Using AI/ML. IEEE Netw. 38 (2) (2024)
Yuchao Qin, Mihaela van der Schaar, Changhee Lee
T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression. CoRR (2023)
Zachary Huemann, Changhee Lee, Junjie Hu, Steve Y. Cho, Tyler J. Bradshaw
Domain-adapted large language models for classifying nuclear medicine reports. CoRR (2023)
Yuchao Qin, Mihaela van der Schaar, Changhee Lee
Risk-Averse Active Sensing for Timely Outcome Prediction under Cost Pressure. NeurIPS (2023)
Grigorios Marios Karageorgos, Paul Kemper, Changhee Lee, Rachel Weber, Nancy Kwon, Nirvedh H. Meshram, Nima Mobadersany, Julien Grondin, Randolph S. Marshall, Eliza C. Miller, Elisa E. Konofagou
Adaptive Wall Shear Stress Imaging in Phantoms, Simulations and In Vivo. IEEE Trans. Biomed. Eng. 70 (1) (2023)
Yuchao Qin, Mihaela van der Schaar, Changhee Lee
T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression. AISTATS (2023)
Suhwan Lim, Samki Kim, Changhee Lee, Hyeongwon Choi, Nambin Kim, Jaehun Jung, Hanvit Yang, Tae-Hun Kim, Junhee Lim, Daewon Ha, Sunghoi Hur, Jae-hoon Jang, Yu-Gyun Shin, Jaihyuk Song
Improvement of GIDL-assisted Erase by using Surrounded BL PAD Structure for VNAND. IMW (2023)
Sungwoo Park, Byoungwoo Park, Moontae Lee, Changhee Lee
Neural Stochastic Differential Games for Time-series Analysis. ICML (2023)
Changhee Lee, Chunghyun Lee, Taeyun Ha, Sungrae Cho
Survey: Strategies for Loss-Based Discrete-Time Hazard and Survival Function Estimation. ICTC (2022)
Changhee Lee, Fergus Imrie, Mihaela van der Schaar
Self-Supervision Enhanced Feature Selection with Correlated Gates. ICLR (2022)
Changhee Lee, Alexander Light, Evgeny S. Saveliev, Mihaela van der Schaar, Vincent J. Gnanapragasam
Developing machine learning algorithms for dynamic estimation of progression during active surveillance for prostate cancer. npj Digit. Medicine 5 (2022)
Seho Kim, Changhee Lee, Jongsu Lee, Junghun Kim
Over-the-top bundled services in the Korean broadcasting and telecommunications market: Consumer preference analysis using a mixed logit model. Telematics Informatics 61 (2021)
Alicia Curth, Changhee Lee, Mihaela van der Schaar
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data. CoRR (2021)
Changhee Lee, Mihaela van der Schaar
A Variational Information Bottleneck Approach to Multi-Omics Data Integration. AISTATS (2021)
Changhee Lee, Jem Rashbass, Mihaela van der Schaar
Outcome-Oriented Deep Temporal Phenotyping of Disease Progression. IEEE Trans. Biomed. Eng. 68 (8) (2021)
Alicia Curth, Changhee Lee, Mihaela van der Schaar
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data. NeurIPS (2021)
Changhee Lee, Sunghee Lee
A Practical Deep Reinforcement Learning Approach to Semiconductor Equipment Scheduling. ICIT (2021)
Changhee Lee, Mihaela van der Schaar
A Variational Information Bottleneck Approach to Multi-Omics Data Integration. CoRR (2021)
Changhee Lee, Jinsung Yoon, Mihaela van der Schaar
Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data. IEEE Trans. Biomed. Eng. 67 (1) (2020)
Changhee Lee, Mihaela van der Schaar
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression. CoRR (2020)
Changhee Lee, Mihaela van der Schaar
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression. ICML (2020)
Jesse R. Sparks, Julie Coiro, Jill Castek, Carita Kiili, Beth Holland, Changhee Lee
Assessing Collaborative Online Inquiry and Social Deliberation in Digital Environments. CSCL (2019)
Changhee Lee, William R. Zame, Ahmed M. Alaa, Mihaela van der Schaar
Temporal Quilting for Survival Analysis. AISTATS (2019)
Chan-Mo Kang, Jeongkyun Roh, Hyeonwoo Shin, Changhee Lee, Hyunkoo Lee
Investigation of Improved Performance for Organic Rectifying Diodes via Electrical Annealing. IEEE Access 7 (2019)
Changhee Lee, Nicholas Mastronarde, Mihaela van der Schaar
Estimation of Individual Treatment Effect in Latent Confounder Models via Adversarial Learning. CoRR (2018)
Changhee Lee, William R. Zame, Jinsung Yoon, Mihaela van der Schaar
DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks. AAAI (2018)
Hyun-Yong Hwang, Sung-Min Oh, Changhee Lee, Jae Heung Kim, Jaesheung Shin
Dynamic RACH preamble allocation scheme. ICTC (2015)
Sung-Min Oh, Hyun-Yong Hwang, Changhee Lee, Jaesheung Shin
An efficient signaling procedure for stationary machine type devices. ICTC (2015)
Changhee Lee, Sung-Min Oh, JaeSheung Shin
Resource allocation for device-to-device communications based on graph-coloring. ISPACS (2015)
Changhee Lee, Sung-Min Oh, Ae-Soon Park
Interference avoidance resource allocation for D2D communication based on graph-coloring. ICTC (2014)
Sung Hyun Moon, Changhee Lee, Sang-Rim Lee, Inkyu Lee
Joint User Scheduling and Adaptive Intercell Interference Cancelation for MISO Downlink Cellular Systems. IEEE Trans. Veh. Technol. 62 (1) (2013)
Changhee Lee, Sung Hyun Moon, Sang-Rim Lee, Inkyu Lee
Adaptive beamforming selection methods for inter-cell interference cancellation in multicell multiuser systems. ICC (2013)
Sung Hyun Moon, Changhee Lee, Sang-Rim Lee, Inkyu Lee
A joint adaptive beamforming and user scheduling algorithm for downlink network MIMO systems. ICC (2013)
Changhee Lee, Eunsung Park, Inkyu Lee
Antenna Placement Designs for Distributed Antenna Systems with Multiple-Antenna Ports. VTC Fall (2012)
Syed Aun Abbas, Hee-Yeal Rhy, Changhee Lee, Bongsoo Kim, Jun-Young Kim
Reflection Considerations in Seeded DWDM Transmission Links. FIT (2011)
Deok-Soo Kim, Changhee Lee, Youngsong Cho, Donguk Kim
Manifoldization of beta-shapes in O(n) time. Comput. Aided Des. 42 (4) (2010)
Joonyoup Kim, C. K. Suman, Seunguk Noh, Changhee Lee
Surface treatment of molybdenum oxide for performance improvement of organic light emitting diodes. Displays 31 (3) (2010)
Jungjin Yang, C. K. Suman, Changhee Lee
Effect of type-II quantum well of m-MTDATA/alpha-NPD on the performance of green organic light-emitting diodes. Microelectron. J. 40 (1) (2009)
Donguk Kim, Changhee Lee, Youngsong Cho, Deok-Soo Kim
Manifoldization of pi-Shapes by Topology Operators. GMP (2008)
Changhee Lee, Donguk Kim, Hayong Shin, Deok-Soo Kim
Trash removal algorithm for fast construction of the elliptic Gabriel graph using Delaunay triangulation. Comput. Aided Des. 40 (8) (2008)
Hyunchul Shin, Changhee Lee
Operation Mode Based High-Level Switching Activity Analysis for Power Estimation of Digital Circuits. IEICE Trans. Commun. (7) (2007)
Changhee Lee, Donguk Kim, Hayong Shin, Deok-Soo Kim
Efficient Computation of Elliptic Gabriel Graph. ICCSA (1) (2006)
Hyunman Chang, Changhee Lee, Myung Hoon Sunwoo
SliM-II: A Linear Array SIMD Processor for Real-time Image Processing. ICPADS (1997)