Jungwoo Lee

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 110

Top Venues

CoRR

ISIT

IEEE Access

IEEE Trans. Veh. Technol.

Publications

Dohyeok Lee, Seungyub Han, Taehyun Cho, Jungwoo Lee
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning. CoRR (2024)
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Jungwoo Lee
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Juhwan Lee, Jungwoo Lee, Longfei Yin, Wonjae Shin, Bruno Clerckx
Coordinated Rate-Splitting Multiple Access for Integrated Satellite-Terrestrial Networks With Super-Common Message. IEEE Trans. Veh. Technol. 73 (2) (2024)
Seungyub Han, Yeongmo Kim, Taehyun Cho, Jungwoo Lee
On the Convergence of Continual Learning with Adaptive Methods. CoRR (2024)
Wongeun Song, Jungwoo Lee
Ricci Planner: Zero-Shot Transfer for Goal-Conditioned Reinforcement Learning via Geometric Flow. IEEE Access 12 (2024)
Sangwoo Hong, Youngseok Yoon, Hyungjun Joo, Jungwoo Lee
GBMix: Enhancing Fairness by Group-Balanced Mixup. IEEE Access 12 (2024)
Seokhyeon Ha, Sunbeom Jeong, Jungwoo Lee
Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability. AAAI (2024)
Taehyun Cho, Seungyub Han, Kyungjae Lee, Seokhun Ju, Dohyeong Kim, Jungwoo Lee
Tractable and Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation. CoRR (2024)
Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification. CoRR (2023)
Taehyun Cho, Seungyub Han, Heesoo Lee, Kyungjae Lee, Jungwoo Lee
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion. CoRR (2023)
Jaehyup Seong, Juha Park, Juhwan Lee, Jungwoo Lee, Wonjae Shin, H. Vincent Poor
Robust Rate-Matching Framework for Multibeam Satellite Communications with Phase Perturbations. GLOBECOM (Workshops) (2023)
Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification. CVPR (2023)
Hyungjun Joo, Jaemyung Kim, Hyeonggeun Han, Jungwoo Lee
Distributional Prototypical Methods for Reliable Explanation Space Construction. IEEE Access 11 (2023)
Taehyun Cho, Seungyub Han, Heesoo Lee, Kyungjae Lee, Jungwoo Lee
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion. NeurIPS (2023)
Seokhyeon Ha, Youngseok Yoon, Jungwoo Lee
Meta-ensemble learning with a multi-headed model for few-shot problems. ICT Express 9 (5) (2023)
Seungyub Han, Yeongmo Kim, Taehyun Cho, Jungwoo Lee
On the Convergence of Continual Learning with Adaptive Methods. UAI (2023)
Jiwoo Mun, Seokhyeon Ha, Jungwoo Lee
DE-DARTS: Neural architecture search with dynamic exploration. ICT Express 9 (3) (2023)
Seokhyeon Ha, Sunbeom Jung, Jungwoo Lee
Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability. CoRR (2023)
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Jungwoo Lee
Straggler-Exploiting Fully Private Distributed Matrix Multiplication With Chebyshev Polynomials. IEEE Trans. Commun. 71 (3) (2023)
Juhwan Lee, Jaehyup Seong, Jungwoo Lee, Didier Le Ruyet, Longfei Yin, Bruno Clerckx, Wonjae Shin
RSMA-Enabled Multigroup Multicast Rate-Matching for Multibeam Satellite Systems. SPAWC (2023)
Seokhyeon Ha, Yeongmo Kim, Jungwoo Lee
MINA: Multi-Input Network Augmentation for Enhancing Tiny Deep Learning. IEEE Access 11 (2023)
Dohyeok Lee, Seungyub Han, Taehyun Cho, Jungwoo Lee
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning. NeurIPS (2023)
Seungyub Han, Yeongmo Kim, Seokhyeon Ha, Jungwoo Lee, Seunghong Choi
Learning to Learn Unlearned Feature for Brain Tumor Segmentation. CoRR (2023)
Minchul Kim, Jungwoo Lee
Information-theoretic privacy in federated submodel learning. ICT Express 9 (3) (2023)
Sangwoo Hong, Heecheol Yang, Jungwoo Lee
Hierarchical Group Testing for Byzantine Attack Identification in Distributed Matrix Multiplication. IEEE J. Sel. Areas Commun. 40 (3) (2022)
Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee
Large Loss Matters in Weakly Supervised Multi-Label Classification. CoRR (2022)
Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee
Large Loss Matters in Weakly Supervised Multi-Label Classification. CVPR (2022)
Sangwoo Hong, Wonjae Shin, Jungwoo Lee
Doppler Analysis and Compensation for Distributed LEO-MIMO Satellite Communications. APCC (2022)
Sangwoo Hong, Heecheol Yang, Jungwoo Lee
Byzantine Attack Identification in Distributed Matrix Multiplication via locally testable codes. ISIT (2022)
Heasung Kim, Jungwoo Lee, Wonjae Shin, H. Vincent Poor
Shallow Reinforcement Learning for Energy Harvesting Communications With Imperfect Channel Knowledge. IEEE J. Sel. Top. Signal Process. 15 (5) (2021)
Heasung Kim, Taehyun Cho, Jungwoo Lee, Wonjae Shin, H. Vincent Poor
Optimized Shallow Neural Networks for Sum-Rate Maximization in Energy Harvesting Downlink Multiuser NOMA Systems. IEEE J. Sel. Areas Commun. 39 (4) (2021)
Juhwan Lee, Wonjae Shin, Jungwoo Lee
Performance Analysis of IRS-Assisted LEO Satellite Communication Systems. ICTC (2021)
Dongyeong Song, Wonjae Shin, Jungwoo Lee
A Maximum Throughput Design for Wireless Powered Communication Networks With IRS-NOMA. IEEE Wirel. Commun. Lett. 10 (4) (2021)
Minchul Kim, Heecheol Yang, Jungwoo Lee
Fully Private Coded Matrix Multiplication From Colluding Workers. IEEE Commun. Lett. 25 (3) (2021)
Heecheol Yang, Sangwoo Hong, Jungwoo Lee
Private and Secure Coded Computation in Straggler-Exploiting Distributed Matrix Multiplication. ISIT (2021)
Dongyeong Song, Wonjae Shin, Jungwoo Lee, H. Vincent Poor
Sum-Throughput Maximization in NOMA-Based WPCN: A Cluster-Specific Beamforming Approach. IEEE Internet Things J. 8 (13) (2021)
Kyeongjun Ko, Ilmu Byun, Jungwoo Lee, Wonjae Shin
Joint Power Allocation and Scheduling Techniques for BER Minimization in Multiuser MIMO Systems. IEEE Access 9 (2021)
Heecheol Yang, Sangwoo Hong, Jungwoo Lee
Securely Straggler-Exploiting Coded Computation for Distributed Matrix Multiplication. IEEE Access 9 (2021)
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Taehyun Cho, Jungwoo Lee
Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication. ICML (2021)
Jae-Myung Kim, Hyungjin Kim, Chanwoo Park, Jungwoo Lee
REST: Performance Improvement of a Black Box Model via RL-Based Spatial Transformation. AAAI (2020)
Dongyeong Song, Wonjae Shin, Jungwoo Lee, H. Vincent Poor
Sum-Throughput Maximization for NOMA-Based WPCN with Signal Alignment. ICC Workshops (2020)
Jae-Myung Kim, Hyungjin Kim, Chanwoo Park, Jungwoo Lee
REST: Performance Improvement of a Black Box Model via RL-based Spatial Transformation. CoRR (2020)
Heasung Kim, Jungtai Kim, Wonjae Shin, Heecheol Yang, Nayoung Lee, Seong Jin Kim, Jungwoo Lee
On the Design of Tailored Neural Networks for Energy Harvesting Broadcast Channels: A Reinforcement Learning Approach. IEEE Access 8 (2020)
Heasung Kim, Wonjae Shin, Heecheol Yang, Jungwoo Lee
RL-Based Transmission Completion Time Minimization with Energy Harvesting for Time-Varying Channels. ICC Workshops (2020)
Heasung Kim, Taehyun Cho, Jungwoo Lee, Wonjae Shin, H. Vincent Poor
An Efficient Neural Network Architecture for Rate Maximization in Energy Harvesting Downlink Channels. ISIT (2020)
Sangwoo Hong, Heecheol Yang, Jungwoo Lee
Squeezed Polynomial Codes: Communication-Efficient Coded Computation in Straggler-Exploiting Distributed Matrix Multiplication. IEEE Access 8 (2020)
Jiwoo Mun, Seok Hyeon Ha, Jungwoo Lee
Automotive Radar Signal Interference Mitigation Using RNN with Self Attention. ICASSP (2020)
Anders Høst-Madsen, Heecheol Yang, Minchul Kim, Jungwoo Lee
Repair of Multiple Descriptions on Distributed Storage. ISITA (2020)
Minchul Kim, Heecheol Yang, Jungwoo Lee
Private Coded Matrix Multiplication. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Minchul Kim, Jungwoo Lee
Information-Theoretic Privacy in Federated Submodel learning. CoRR (2020)
Yonghee Han, Jungwoo Lee, Rostom Zakaria, Didier Le Ruyet
Joint Modulation and Beamforming for MIMO Systems With 1-b DACs. IEEE Trans. Veh. Technol. 69 (1) (2020)
Yonghee Han, Bhaskar D. Rao, Jungwoo Lee
Massive Uncoordinated Access With Massive MIMO: A Dictionary Learning Approach. IEEE Trans. Wirel. Commun. 19 (2) (2020)
Sangmin Heo, Chanhong Kim, Nayoung Lee, Jungwoo Lee
Analog network coding using differential and double-differential modulation with relay selection. ICT Express 5 (2) (2019)
Heasung Kim, Wonjae Shin, Heecheol Yang, Nayoung Lee, Jungwoo Lee
Rate Maximization with Reinforcement Learning for Time-Varying Energy Harvesting Broadcast Channels. GLOBECOM (2019)
Geonu Kim, Jungwoo Lee
On the Optimality of Gabidulin-Based LRCs as Codes with Multiple Local Erasure Correction. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (9) (2019)
Minchul Kim, Jungwoo Lee
Private Secure Coded Computation. IEEE Commun. Lett. 23 (11) (2019)
Minchul Kim, Jungwoo Lee
Private Secure Coded Computation. CoRR (2019)
Hyeungill Lee, Jungwoo Lee
Scalable deep learning-based recommendation systems. ICT Express 5 (2) (2019)
Dongyeong Song, Wonjae Shin, Jungwoo Lee, H. Vincent Poor
Sum-Throughput Maximization With QoS Constraints for Cooperative WPCNs. IEEE Access 7 (2019)
Minchul Kim, Jungwoo Lee
Private Secure Coded Computation. ISIT (2019)
Heecheol Yang, Jungwoo Lee
Secure Distributed Computing With Straggling Servers Using Polynomial Codes. IEEE Trans. Inf. Forensics Secur. 14 (1) (2019)
Geonu Kim, Hyuk Lee, Jinjoo Chung, Jungwoo Lee
A Delay Relaxed RLS-DCD Algorithm for Real-Time Implementation. IEEE Trans. Circuits Syst. II Express Briefs (1) (2018)
Jiwoo Mun, Heasung Kim, Jungwoo Lee
A Deep Learning Approach for Automotive Radar Interference Mitigation. VTC Fall (2018)
Heecheol Yang, Wonjae Shin, Jungwoo Lee
Private Information Retrieval for Secure Distributed Storage Systems. IEEE Trans. Inf. Forensics Secur. 13 (12) (2018)
Geonu Kim, Jiwoo Mun, Jungwoo Lee
A Peer-to-Peer Interference Analysis for Automotive Chirp Sequence Radars. IEEE Trans. Veh. Technol. 67 (9) (2018)
Geonu Kim, Jungwoo Lee
Locally Repairable Codes With Unequal Local Erasure Correction. IEEE Trans. Inf. Theory 64 (11) (2018)
Wonjae Shin, Mojtaba Vaezi, Jungwoo Lee, H. Vincent Poor
Cooperative Wireless Powered Communication Networks With Interference Harvesting. IEEE Trans. Veh. Technol. 67 (4) (2018)
Minchul Kim, Heecheol Yang, Jungwoo Lee
Private Information Retrieval in Asynchronous Coded Computation. CoRR (2018)
Heasung Kim, Heecheol Yang, Yeongmo Kim, Jungwoo Lee
Action-Bounding for Reinforcement Learning in Energy Harvesting Communication Systems. GLOBECOM (2018)
Dongyeong Song, Wonjae Shin, Jungwoo Lee
Sum-Rate Maximization Under QoS Constraints for WPCN with User Cooperation. GLOBECOM Workshops (2018)
Chanwoo Park, Jae-Myung Kim, Seok Hyeon Ha, Jungwoo Lee
Sampling-based Bayesian Inference with gradient uncertainty. CoRR (2018)
Hyeungill Lee, Sungyeob Han, Jungwoo Lee
Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN. CoRR (2017)
Yonghee Han, Jungwoo Lee, David J. Love
Compressed Sensing-Aided Downlink Channel Training for FDD Massive MIMO Systems. IEEE Trans. Commun. 65 (7) (2017)
Heecheol Yang, Wonjae Shin, Jungwoo Lee
Linear Degrees of Freedom for K-user MISO Interference Channels With Blind Interference Alignment. IEEE Trans. Wirel. Commun. 16 (3) (2017)
Geonu Kim, Jungwoo Lee
Codes with Unequal Disjoint Local Erasure Correction Constraints. CoRR (2017)
Hyuk Lee, Jungwoo Lee
An Outer Bound on the Storage-Bandwidth Tradeoff of Exact-Repair Cooperative Regenerating Codes. IEEE Trans. Inf. Theory 63 (11) (2017)
Yonghee Han, Wonjae Shin, Jungwoo Lee
Projection-Based Differential Feedback for FDD Massive MIMO Systems. IEEE Trans. Veh. Technol. 66 (1) (2017)
Wonjae Shin, Mojtaba Vaezi, Byungju Lee, David J. Love, Jungwoo Lee, H. Vincent Poor
Coordinated Beamforming for Multi-Cell MIMO-NOMA. IEEE Commun. Lett. 21 (1) (2017)
Wonjae Shin, Jong-Bu Lim, Hyun-Ho Choi, Jungwoo Lee, H. Vincent Poor
Cyclic Interference Alignment for Full-Duplex Multi-Antenna Cellular Networks. IEEE Trans. Commun. 65 (6) (2017)
Wonjae Shin, Heecheol Yang, Mojtaba Vaezi, Jungwoo Lee, H. Vincent Poor
Relay-Aided NOMA in Uplink Cellular Networks. IEEE Signal Process. Lett. 24 (12) (2017)
Geonu Kim, Jungwoo Lee
Locally Repairable Codes with Unequal Locality Requirements. CoRR (2017)
Mojtaba Vaezi, Wonjae Shin, H. Vincent Poor, Jungwoo Lee
MIMO Gaussian wiretap channels with two transmit antennas: Optimal precoding and power allocation. ISIT (2017)
Heecheol Yang, Wonjae Shin, Jungwoo Lee
Linear Degrees of Freedom of Full-Duplex Cellular Networks With Reconfigurable Antennas. IEEE Trans. Wirel. Commun. 16 (11) (2017)
Anders Høst-Madsen, Jungwoo Lee
Repair of Multiple Descriptions on Distributed Storage. CoRR (2017)
Minchul Kim, Heecheol Yang, Jungwoo Lee
Cache-aided private information retrieval. ACSSC (2017)
Kyeongjun Ko, Yonghee Han, Jungwoo Lee
Multimode Precoding for Multiuser MIMO Systems With Finite Rate Feedback. IEEE Wirel. Commun. Lett. 6 (2) (2017)
Wonjae Shin, Mojtaba Vaezi, Byungju Lee, David J. Love, Jungwoo Lee, H. Vincent Poor
Non-Orthogonal Multiple Access in Multi-Cell Networks: Theory, Performance, and Practical Challenges. IEEE Commun. Mag. 55 (10) (2017)
Wonjae Shin, Namyoon Lee, Heecheol Yang, Jungwoo Lee
Networks With Full-Duplex Relays. IEEE Trans. Veh. Technol. 66 (1) (2017)
Heecheol Yang, Navid Naderializadeh, Amir Salman Avestimehr, Jungwoo Lee
Topological Interference Management With Reconfigurable Antennas. IEEE Trans. Commun. 65 (11) (2017)
Dongyeong Song, Wonjae Shin, Jungwoo Lee
Interference Alignment Based on Alamouti Code for M x 2 X Channels with Multiple Antennas. VTC Spring (2016)
Hyuk Lee, Jungwoo Lee
An outer bound on the storage-bandwidth tradeoff of exact-repair regenerating codes and its asymptotic optimality in high rates. ITW (2016)
Wonjae Shin, Namyoon Lee, Heecheol Yang, Jungwoo Lee
A Novel Relay-Aided Successive Aligned Interference Cancellation for X Channels with Blind Transmitters. GLOBECOM (2016)
Heecheol Yang, Navid Naderializadeh, Amir Salman Avestimehr, Jungwoo Lee
Topological Interference Management with Reconfigurable Antennas. CoRR (2016)
Wonjae Shin, Mojtaba Vaezi, Jungwoo Lee, H. Vincent Poor
On the number of users served in MIMO-NOMA cellular networks. ISWCS (2016)
Hyuk Lee, Jungwoo Lee
An outer bound on the storage-bandwidth tradeoff of exact-repair cooperative regenerating codes. ISIT (2016)
Heecheol Yang, Wonjae Shin, Jungwoo Lee
Linear Degrees of Freedom for $K $-user MISO Interference Channels with Blind Interference Alignment. CoRR (2016)
Heecheol Yang, Wonjae Shin, Jungwoo Lee
Linear Degrees of Freedom of Full-Duplex Cellular Networks with Reconfigurable Antennas. GLOBECOM Workshops (2016)
Jangseob Kim, Jungwoo Lee
Polar codes for non-identically distributed channels. EURASIP J. Wirel. Commun. Netw. 2016 (2016)
Wonjae Shin, Mojtaba Vaezi, Byungju Lee, David J. Love, Jungwoo Lee, H. Vincent Poor
Non-Orthogonal Multiple Access in Multi-Cell Networks: Theory, Performance, and Practical Challenges. CoRR (2016)
Yonghee Han, Jungwoo Lee
Asymmetric channel estimation for multi-user millimeter wave communications. ICTC (2016)

Jungwoo Lee.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jungwoo Lee