Wonjong Rhee
Orcid: 0000-0002-2590-8774
According to our database1,
Wonjong Rhee
authored at least 64 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2012, "For leadership in dynamic spectrum management systems".
Timeline
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Bibliography
2024
Neural Networks, 2024
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets.
CoRR, 2024
CoRR, 2024
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness.
CoRR, 2024
CoRR, 2024
On-Off Pattern Encoding and Path-Count Encoding as Deep Neural Network Representations.
CoRR, 2024
CoRR, 2024
Visual interpretation of deep learning model in ECG classification: A comprehensive evaluation of feature attribution methods.
Comput. Biol. Medicine, 2024
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis.
IEEE Access, 2024
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Neurocomputing, July, 2023
An effective low-rank compression with a joint rank selection followed by a compression-friendly training.
Neural Networks, April, 2023
CoRR, 2023
DR.CPO: Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion.
CoRR, 2023
Deep Learning Framework With Essential Pre-Processing Techniques for Improving Mixed-Gas Concentration Prediction.
IEEE Access, 2023
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023
Enhancing Fine-Tuning in Low Data Regime by Increasing Representation Entropy During Pre-Training Phase.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search.
CoRR, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
2021
A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank.
CoRR, 2021
Learning analytics dashboards for adaptive support in face-to-face collaborative argumentation.
Comput. Educ., 2021
Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning.
IEEE Access, 2021
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Learning ECG Representations for Multi-Label Classification of Cardiac Abnormalities.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
"I wrote as if I were telling a story to someone I knew.": Designing Chatbot Interactions for Expressive Writing in Mental Health.
Proceedings of the DIS '21: Designing Interactive Systems Conference 2021, 2021
2020
Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks.
IEEE Access, 2020
2019
Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Improving the Energy Saving Process with High-Resolution Data: A Case Study in a University Building.
Sensors, 2018
On the Statistical and Information-theoretic Characteristics of Deep Network Representations.
CoRR, 2018
Partitioning Compute Units in CNN Acceleration for Statistical Memory Traffic Shaping.
IEEE Comput. Archit. Lett., 2018
On the Difficulty of DNN Hyperparameter Optimization Using Learning Curve Prediction.
Proceedings of the TENCON 2018, 2018
Real-time detection of low-achieving groups in face-to-face computer-supported collaborative learning.
Proceedings of the 10th International Conference on Education Technology and Computers, 2018
2017
A Downstream Crosstalk Channel Estimation Method for Mix of Legacy and Vectoring-Enabled VDSL.
CoRR, 2017
2016
Proceedings of the Handbook of Science and Technology Convergence, 2016
2015
N-Polar Visualization: Visual Analytics for Exploring Data Objects with Multiple Interactive Anchors.
Proceedings of the 19th International Conference on Information Visualisation, 2015
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015
2012
IEEE Trans. Commun., 2012
2011
Proceedings of the Global Communications Conference, 2011
2008
Proceedings of the AccessNets, Third International Conference on Access Networks, 2008
2006
On the Ergodic Capacity-Achieving Covariance Matrix of Certain Classes of MIMO Channels.
IEEE Trans. Inf. Theory, 2006
2005
IEEE Trans. Inf. Theory, 2005
2004
IEEE Trans. Wirel. Commun., 2004
IEEE Trans. Inf. Theory, 2004
Proceedings of the 2004 12th European Signal Processing Conference, 2004
2003
IEEE Trans. Inf. Theory, 2003
2001
Proceedings of the IEEE International Conference on Communications, 2001
On the asymptotic optimality of beam-forming in multi-antenna Gaussian multiple access channels.
Proceedings of the Global Telecommunications Conference, 2001
2000
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000