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ORCIDChanghee Lee
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j16]Hyeryn Park
, Changhee Lee:
Feature Selection With Group-Sparse Stochastic Gates. IEEE Access 12: 102299-102312 (2024)- [j15]Sangyeon Cho, Jangyeong Jeon, Dongjoon Lee, Changhee Lee, Junyeong Kim:
DSG-KD: Knowledge Distillation From Domain-Specific to General Language Models. IEEE Access 12: 130973-130982 (2024) - [j14]Jangyeong Jeon, Sangyeon Cho, Dongjoon Lee, Changhee Lee, Junyeong Kim:
BioBridge: Unified Bio-Embedding With Bridging Modality in Code-Switched EMR. IEEE Access 12: 141866-141877 (2024) - [j13]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): 18-25 (2024) - [c27]Hyuntae Kim, Changhee Lee:
Enhancing Anomaly Detection via Generating Diversified and Hard-to-distinguish Synthetic Anomalies. CIKM 2024: 1089-1098 - [c26]MinGyu Choi, Changhee Lee:
Conditional Information Bottleneck Approach for Time Series Imputation. ICLR 2024 - [c25]Chohee Kim, Mihaela van der Schaar, Changhee Lee:
Discovering Features with Synergistic Interactions in Multiple Views. ICML 2024 - [i9]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 abs/2404.08611 (2024) - [i8]Hyuntae Kim, Changhee Lee:
Enhancing Anomaly Detection via Generating Diversified and Hard-to-distinguish Synthetic Anomalies. CoRR abs/2409.10069 (2024) - [i7]Sangyeon Cho, Jangyeong Jeon, Dongjoon Lee, Changhee Lee, Junyeong Kim:
DSG-KD: Knowledge Distillation from Domain-Specific to General Language Models. CoRR abs/2409.14904 (2024) - 2023
- [j12]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): 154-165 (2023) - [c24]Yuchao Qin, Mihaela van der Schaar, Changhee Lee:
T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression. AISTATS 2023: 3466-3492 - [c23]Sungwoo Park, Byoungwoo Park, Moontae Lee, Changhee Lee:
Neural Stochastic Differential Games for Time-series Analysis. ICML 2023: 27269-27293 - [c22]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: 1-4 - [c21]Yuchao Qin, Mihaela van der Schaar, Changhee Lee:
Risk-Averse Active Sensing for Timely Outcome Prediction under Cost Pressure. NeurIPS 2023 - [i6]Yuchao Qin, Mihaela van der Schaar, Changhee Lee:
T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression. CoRR abs/2302.12619 (2023) - [i5]Zachary Huemann, Changhee Lee, Junjie Hu, Steve Y. Cho, Tyler J. Bradshaw:
Domain-adapted large language models for classifying nuclear medicine reports. CoRR abs/2303.01258 (2023) - 2022
- [j11]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) - [c20]Changhee Lee, Fergus Imrie, Mihaela van der Schaar:
Self-Supervision Enhanced Feature Selection with Correlated Gates. ICLR 2022 - [c19]Changhee Lee, Chunghyun Lee, Taeyun Ha, Sungrae Cho:
Survey: Strategies for Loss-Based Discrete-Time Hazard and Survival Function Estimation. ICTC 2022: 844-846 - 2021
- [b1]Changhee Lee:
Machine Learning Frameworks for Data-Driven Personalized Clinical Decision Support and the Clinical Impact. University of California, Los Angeles, USA, 2021 - [j10]Changhee Lee, Jem Rashbass, Mihaela van der Schaar:
Outcome-Oriented Deep Temporal Phenotyping of Disease Progression. IEEE Trans. Biomed. Eng. 68(8): 2423-2434 (2021) - [j9]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: 101599 (2021) - [c18]Changhee Lee, Mihaela van der Schaar:
A Variational Information Bottleneck Approach to Multi-Omics Data Integration. AISTATS 2021: 1513-1521 - [c17]Changhee Lee, Sunghee Lee:
A Practical Deep Reinforcement Learning Approach to Semiconductor Equipment Scheduling. ICIT 2021: 979-985 - [c16]Alicia Curth, Changhee Lee, Mihaela van der Schaar:
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data. NeurIPS 2021: 26740-26753 - [i4]Changhee Lee, Mihaela van der Schaar:
A Variational Information Bottleneck Approach to Multi-Omics Data Integration. CoRR abs/2102.03014 (2021) - [i3]Alicia Curth, Changhee Lee, Mihaela van der Schaar:
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data. CoRR abs/2110.14001 (2021) - 2020
- [j8]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): 122-133 (2020) - [c15]Changhee Lee, Mihaela van der Schaar:
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression. ICML 2020: 5767-5777 - [i2]Changhee Lee, Mihaela van der Schaar:
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression. CoRR abs/2006.08600 (2020)
2010 – 2019
- 2019
- [j7]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: 84082-84090 (2019) - [c14]Changhee Lee, William R. Zame, Ahmed M. Alaa, Mihaela van der Schaar:
Temporal Quilting for Survival Analysis. AISTATS 2019: 596-605 - [c13]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 - 2018
- [c12]Changhee Lee, William R. Zame, Jinsung Yoon, Mihaela van der Schaar:
DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks. AAAI 2018: 2314-2321 - [i1]Changhee Lee, Nicholas Mastronarde, Mihaela van der Schaar:
Estimation of Individual Treatment Effect in Latent Confounder Models via Adversarial Learning. CoRR abs/1811.08943 (2018) - 2015
- [c11]Hyun-Yong Hwang, Sung-Min Oh, Changhee Lee, Jae Heung Kim, Jaesheung Shin:
Dynamic RACH preamble allocation scheme. ICTC 2015: 770-772 - [c10]Sung-Min Oh, Hyun-Yong Hwang, Changhee Lee, Jaesheung Shin:
An efficient signaling procedure for stationary machine type devices. ICTC 2015: 1276-1278 - [c9]Changhee Lee, Sung-Min Oh, JaeSheung Shin:
Resource allocation for device-to-device communications based on graph-coloring. ISPACS 2015: 451-455 - 2014
- [c8]Changhee Lee, Sung-Min Oh, Ae-Soon Park:
Interference avoidance resource allocation for D2D communication based on graph-coloring. ICTC 2014: 895-896 - 2013
- [j6]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): 172-181 (2013) - [c7]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: 5392-5397 - [c6]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: 5684-5688 - 2012
- [c5]Changhee Lee, Eunsung Park, Inkyu Lee:
Antenna Placement Designs for Distributed Antenna Systems with Multiple-Antenna Ports. VTC Fall 2012: 1-5 - 2011
- [c4]Syed Aun Abbas, Hee-Yeal Rhy, Changhee Lee, Bongsoo Kim, Jun-Young Kim:
Reflection Considerations in Seeded DWDM Transmission Links. FIT 2011: 238-241 - 2010
- [j5]Deok-Soo Kim, Changhee Lee, Youngsong Cho, Donguk Kim:
Manifoldization of beta-shapes in O(n) time. Comput. Aided Des. 42(4): 322-339 (2010) - [j4]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): 139-142 (2010)
2000 – 2009
- 2009
- [j3]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): 63-65 (2009) - 2008
- [j2]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): 852-862 (2008) - [c3]Donguk Kim, Changhee Lee, Youngsong Cho, Deok-Soo Kim:
Manifoldization of pi-Shapes by Topology Operators. GMP 2008: 505-511 - 2007
- [j1]Hyunchul Shin, Changhee Lee:
Operation Mode Based High-Level Switching Activity Analysis for Power Estimation of Digital Circuits. IEICE Trans. Commun. 90-B(7): 1826-1834 (2007) - 2006
- [c2]Changhee Lee, Donguk Kim, Hayong Shin, Deok-Soo Kim:
Efficient Computation of Elliptic Gabriel Graph. ICCSA (1) 2006: 440-448
1990 – 1999
- 1997
- [c1]Hyunman Chang, Changhee Lee, Myung Hoon Sunwoo:
SliM-II: A Linear Array SIMD Processor for Real-time Image Processing. ICPADS 1997: 132-137
Coauthor Index
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