Wonjong Rhee

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 57

Top Topics

Visual Analytics

Top Venues

Publications

Jaeill Kim, Duhun Hwang, Eunjung Lee, Jangwon Suh, Jimyeong Kim, Wonjong Rhee
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing. CoRR (2024)
Duhun Hwang, Suhyun Kang, Moonjung Eo, Jimyeong Kim, Wonjong Rhee
Towards a Better Evaluation of Out-of-Domain Generalization. CoRR (2024)
Yeji Song, Jimyeong Kim, Wonhark Park, Wonsik Shin, Wonjong Rhee, Nojun Kwak
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization. CoRR (2024)
Euna Jung, Jaekeol Choi, EungGu Yun, Wonjong Rhee
On-Off Pattern Encoding and Path-Count Encoding as Deep Neural Network Representations. CoRR (2024)
Wonkyun Kim, Changin Choi, Wonseok Lee, Wonjong Rhee
An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM. CoRR (2024)
Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness. CoRR (2024)
Jimyeong Kim, Jungwon Park, Wonjong Rhee
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization. CoRR (2024)
Euna Jung, Jaeill Kim, Jungmin Ko, Jinwoo Park, Wonjong Rhee
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis. CoRR (2024)
Moonjung Eo, Jeongyun Han, Wonjong Rhee
Deep Learning Framework With Essential Pre-Processing Techniques for Improving Mixed-Gas Concentration Prediction. IEEE Access 11 (2023)
Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution. CVPR (2023)
Moonjung Eo, Suhyun Kang, Wonjong Rhee
A Differentiable Framework for End-to-End Learning of Hybrid Structured Compression. CoRR (2023)
Jungwook Shin, Jaeill Kim, Wonjong Rhee
Elastic Deformable Augmentation for Autonomous Driving. ICTC (2023)
Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee
Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion. AAAI (2023)
Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee
Meta-Learning with a Geometry-Adaptive Preconditioner. CVPR (2023)
Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee
DR.CPO: Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion. CoRR (2023)
Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning. CoRR (2023)
Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution. CoRR (2023)
Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim, Wonjong Rhee
Isotropic Representation Can Improve Dense Retrieval. PAKDD (3) (2023)
Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee
Meta-Learning with a Geometry-Adaptive Preconditioner. CoRR (2023)
Duhun Hwang, Eunjung Lee, Wonjong Rhee
AID-purifier: A light auxiliary network for boosting adversarial defense. Neurocomputing 541 (2023)
Moonjung Eo, Suhyun Kang, Wonjong Rhee
An effective low-rank compression with a joint rank selection followed by a compression-friendly training. Neural Networks 161 (2023)
Jaeill Kim, Jungwook Shin, Wonjong Rhee
Enhancing Fine-Tuning in Low Data Regime by Increasing Representation Entropy During Pre-Training Phase. ICTC (2023)
Hyunghun Cho, Jungwook Shin, Wonjong Rhee
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search. CoRR (2022)
Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim, Wonjong Rhee
Isotropic Representation Can Improve Dense Retrieval. CoRR (2022)
Euna Jung, Jaekeol Choi, Wonjong Rhee
Semi-Siamese Bi-encoder Neural Ranking Model Using Lightweight Fine-Tuning. WWW (2022)
Jaekeol Choi, Euna Jung, Sungjun Lim, Wonjong Rhee
Finding Inverse Document Frequency Information in BERT. CoRR (2022)
Duhun Hwang, Eunjung Lee, Wonjong Rhee
AID-Purifier: A Light Auxiliary Network for Boosting Adversarial Defense. ICPR (2022)
Jangwon Suh, Jimyeong Kim, Euna Jung, Wonjong Rhee
Evaluating Feature Attribution Methods for Electrocardiogram. CoRR (2022)
Eunjung Lee, Wonjong Rhee
Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning. IEEE Access 9 (2021)
Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee
Short-Term Traffic Prediction With Deep Neural Networks: A Survey. IEEE Access 9 (2021)
Jeongyun Han, Kwang-Hoon Kim, Wonjong Rhee, Young Hoan Cho
Learning analytics dashboards for adaptive support in face-to-face collaborative argumentation. Comput. Educ. 163 (2021)
Duhun Hwang, Eunjung Lee, Wonjong Rhee
AID-Purifier: A Light Auxiliary Network for Boosting Adversarial Defense. CoRR (2021)
Daeyoung Choi, Kyungeun Lee, Duhun Hwang, Wonjong Rhee
Statistical Characteristics of Deep Representations: An Empirical Investigation. ICANN (5) (2021)
Jaekeol Choi, Euna Jung, Jangwon Suh, Wonjong Rhee
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation. CoRR (2021)
Jaekeol Choi, Euna Jung, Jangwon Suh, Wonjong Rhee
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation. SIGIR (2021)
Euna Jung, Jaekeol Choi, Wonjong Rhee
Semi-Siamese Bi-encoder Neural Ranking Model Using Lightweight Fine-Tuning. CoRR (2021)
SoHyun Park, Anja Thieme, Jeongyun Han, Sungwoo Lee, Wonjong Rhee, Bongwon Suh
"I wrote as if I were telling a story to someone I knew.": Designing Chatbot Interactions for Expressive Writing in Mental Health. Conference on Designing Interactive Systems (2021)
Moonjung Eo, Suhyun Kang, Wonjong Rhee
A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank. CoRR (2021)
Jangwon Suh, Jimyeong Kim, Eunjung Lee, Jaeill Kim, Duhun Hwang, Jungwon Park, Junghoon Lee, JaeSeung Park, Seo-Yoon Moon, Yeonsu Kim, Min Kang, Soonil Kwon, Eue-Keun Choi, Wonjong Rhee
Learning ECG Representations for Multi-Label Classification of Cardiac Abnormalities. CinC (2021)
Hyunghun Cho, Yongjin Kim, Eunjung Lee, Daeyoung Choi, Yongjae Lee, Wonjong Rhee
Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks. IEEE Access 8 (2020)
Jaekeol Choi, Jungin Choi, Wonjong Rhee
Interpreting Neural Ranking Models using Grad-CAM. CoRR (2020)
Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee
Short-term Traffic Prediction with Deep Neural Networks: A Survey. CoRR (2020)
Wonkyung Jung, Daejin Jung, Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn
Restructuring Batch Normalization to Accelerate CNN Training. MLSys (2019)
Hyunghun Cho, Yongjin Kim, Eunjung Lee, Daeyoung Choi, Yongjae Lee, Wonjong Rhee
DEEP-BO for Hyperparameter Optimization of Deep Networks. CoRR (2019)
Kyungeun Lee, Wonjong Rhee
Graph Convolutional Modules for Traffic Forecasting. CoRR (2019)
Changho Shin, Sunghwan Joo, Jaeryun Yim, Hyoseop Lee, Taesup Moon, Wonjong Rhee
Subtask Gated Networks for Non-Intrusive Load Monitoring. AAAI (2019)
Daeyoung Choi, Wonjong Rhee
Utilizing Class Information for Deep Network Representation Shaping. AAAI (2019)
Daeyoung Choi, Hyunghun Cho, Wonjong Rhee
On the Difficulty of DNN Hyperparameter Optimization Using Learning Curve Prediction. TENCON (2018)
Daejin Jung, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn
Partitioning Compute Units in CNN Acceleration for Statistical Memory Traffic Shaping. IEEE Comput. Archit. Lett. 17 (1) (2018)
Daejin Jung, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn
Partitioning Compute Units in CNN Acceleration for Statistical Memory Traffic Shaping. CoRR (2018)
Daeyoung Choi, Wonjong Rhee
Utilizing Class Information for DNN Representation Shaping. CoRR (2018)
Changho Shin, Sunghwan Joo, Jaeryun Yim, Hyoseop Lee, Taesup Moon, Wonjong Rhee
Subtask Gated Networks for Non-Intrusive Load Monitoring. CoRR (2018)
Daejin Jung, Wonkyung Jung, Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn
Restructuring Batch Normalization to Accelerate CNN Training. CoRR (2018)
Jeongyun Han, Eunjung Lee, Hyunghun Cho, Yoonjin Yoon, Hyoseop Lee, Wonjong Rhee
Improving the Energy Saving Process with High-Resolution Data: A Case Study in a University Building. Sensors 18 (5) (2018)
Daeyoung Choi, Kyungeun Lee, Changho Shin, Wonjong Rhee
On the Statistical and Information-theoretic Characteristics of Deep Network Representations. CoRR (2018)
Jeongyun Han, Wonjong Rhee, Young Hoan Cho
Real-time detection of low-achieving groups in face-to-face computer-supported collaborative learning. ICETC (2018)
Mehdi Mohseni, Wonjong Rhee, Georgios Ginis
A Downstream Crosstalk Channel Estimation Method for Mix of Legacy and Vectoring-Enabled VDSL. CoRR (2017)
Hyunchul Lim, YoonKyong Cho, Wonjong Rhee, Bongwon Suh
Vi-Bros: Tactile Feedback for Indoor Navigation with a Smartphone and a Smartwatch. CHI Extended Abstracts (2015)
Donghun Lee, Woochang Hyun, Jeongwoo Ryu, Woo Jung Lee, Wonjong Rhee, Bongwon Suh
An Analysis of Social Features Associated with Room Sales of Airbnb. CSCW Companion (2015)
Taeil Jeon, Jihyun Lee, Wonjong Rhee, Bongwon Suh
N-Polar Visualization: Visual Analytics for Exploring Data Objects with Multiple Interactive Anchors. IV (2015)
Ming-Yang Chen, Wonjong Rhee, Mehdi Mohseni, John M. Cioffi
Distributed Crosstalk Management for Upstream VDSL Using Dynamic Power Control. IEEE Trans. Commun. 60 (4) (2012)
Ming-Yang Chen, Wonjong Rhee, Mehdi Mohseni, John M. Cioffi
Practical Crosstalk Management for Upstream VDSL Using Dynamic Power Control. GLOBECOM (2011)
John M. Cioffi, Sumanth Jagannathan, Wooyul Lee, Hao Zou, Aakanksha Chowdhery, Wonjong Rhee, George Ginis, Peter Silverman
Greener Copper with Dynamic Spectrum Management. AccessNets (2008)
Wonjong Rhee, Giorgio Taricco
On the Ergodic Capacity-Achieving Covariance Matrix of Certain Classes of MIMO Channels. ISIT (2006)
Wonjong Rhee, Giorgio Taricco
On the Ergodic Capacity-Achieving Covariance Matrix of Certain Classes of MIMO Channels. IEEE Trans. Inf. Theory 52 (8) (2006)
Nihar Jindal, Wonjong Rhee, Sriram Vishwanath, Syed Ali Jafar, Andrea J. Goldsmith
Sum power iterative water-filling for multi-antenna Gaussian broadcast channels. IEEE Trans. Inf. Theory 51 (4) (2005)
John M. Cioffi, Wonjong Rhee, Mehdi Mohseni, Mark H. Brady
Band preference in dynamic spectrum management. EUSIPCO (2004)
Wonjong Rhee, Wei Yu, John M. Cioffi
The optimality of beamforming in uplink multiuser wireless systems. IEEE Trans. Wirel. Commun. 3 (1) (2004)
Wei Yu, Wonjong Rhee, Stephen P. Boyd, John M. Cioffi
Iterative water-filling for Gaussian vector multiple-access channels. IEEE Trans. Inf. Theory 50 (1) (2004)
Wonjong Rhee, John M. Cioffi
On the capacity of multiuser wireless channels with multiple antennas. IEEE Trans. Inf. Theory 49 (10) (2003)
Wei Yu, Wonjong Rhee, John M. Cioffi
Optimal power control in multiple access fading channels with multiple antennas. ICC (2001)
Wonjong Rhee, John M. Cioffi
On the asymptotic optimality of beam-forming in multi-antenna Gaussian multiple access channels. GLOBECOM (2001)
Wonjong Rhee, Wei Yu, John M. Cioffi
Utilizing multiuser diversity for multiple antenna systems. WCNC (2000)