Publications

Youjin Kim, Jonggyu Jang, and Hyun Jong Yang*, “Enhancing Sum-Rate Performance in Constrained Multicell Networks: A Low-Information Exchange Approach,” IEEE Communications Letters, under revision, 2024.

Hyeonsu Lyu(=), Jonggyu Jang(=), Harim Lee, and Hyun Jong Yang*, “Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network,” IEEE Transactions on Wireless Communications, under minor revision, 2024.

Hyeonsu Lyu(=), Jonggyu Jang(=), Sehyun Ryu, and Hyun Jong Yang*, "Deeper Understanding of Black-box Predictions via Generalized Influence Functions,", IEEE Transactions on Neural Networks, and Learning Systems, submitted 2024.

Jonggyu Jang, Hyeonsu Lyu, and Hyun Jong Yang*, "Rethinking Model Inversion Attacks With Patch-Wise Reconstruction", IEEE Transactions on Neural Networks, and Learning Systems, submitted, 2024.

Jonggyu Jang(=), Hyeonsu Lyu(=), Seongjin Hwang, and Hyun Jong Yang*, "Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding," IEEE Transactions on Neural Networks, and Learning Systems, submitted, 2024.

Sojeong Park, Hyeonho Noh, and Hyun Jong Yang*, "Robust Transmission of Punctured Text with Large Language Model-based Recovery," IEEE Transactions on Vehicular Technology, submitted, 2024. 

Minwoo Kim(=), Jonggyu Jang(=), Youngchol Choi, and Hyun Jong Yang, "Distributed Task Offloading and Resource Allocation for Latency Minimization in Mobile Edge Computing Networks," IEEE Transactions on Mobile Computing, accepted, 2024. 

Sehyun Ryu(=), Jonggyu Jang(=), and Hyun Jong Yang*, "Noise Variance Optimization in Differential Privacy: A Game-Theoretic Approach Through Per-Instance Differential Privacy," IEEE ACCESS, vol. 12, pp. 103104-103118, 2024, doi: 10.1109/ACCESS.2024.3433440.

Jonggyu Jang, Seongjin Hwang, and Hyun Jong Yang*, "Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD," In Proc. International Conference on Machine Learning (ICML), 2024. 

Hyeonho Noh, Harim Lee, and Hyun Jong Yang*, “Joint Optimization on Uplink OFDMA and MU-MIMO for IEEE 802.11ax: Deep Hierarchical Reinforcement Learning Approach,” IEEE Communications Letters, Early access, 2024.

Yeongjun Kim, Jonggyu Jang*, and Hyun Jong Yang*, “Distributed Resource Allocation and User Association for Max-Min Fairness in HetNets,” IEEE Transactions on Vehicular Technology, vol., 73, no. 2, pp. 2983-2988, Feb. 2024.

Jonggyu Jang, Sangwoo Oh, Youjin Kim, Dongmin Seo, Youngchol Choi, and Hyun Jong Yang*, "M2SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors," Conference on Neural Information Processing Systems (NeurIPS), 2023.

Yeongjun Kim, Youngchol Choi, and Hyun Jong Yang, “Spectrum Sensing for Underwater Cognitive Radio with Limited Sensing Time,” IEEE Communications Letters,  vol. 27, no. 8, Aug. 2023.

Hyeonho Noh, Harim Lee, and Hyun Jong Yang*, “ICI-Robust Transceiver Design for Integration of MIMO-OFDM Radar and MU-MIMO Communication,” IEEE Transactions on Vehicular Technology, vol. 72, no. 1, pp. 821-838, Jan. 2023, doi: 10.1109/TVT.2022.3205313.

Hyun Jong Yang and Jun Moon, "A sufficient condition for optimal control problem of fully coupled forward-backward stochastic systems with jumps: A state-constrained control approach," Optimal Control Appl. Meth., pp. 1-36, 2022,  doi: 10.1002/oca.2960

Jonggyu Jang and Hyun Jong Yang*, “Recurrent Neural Network-Based User Association and Power Control in Dynamic HetNets,” IEEE Transactions on Vehicular Technology, vol. 71, no. 9, pp. 9674-9689, Sept. 2022, doi: 10.1109/TVT.2022.3181207.

Jonggyu Jang and Hyun Jong Yang*, “α-Fairness Maximizing User Association in Energy-Constrained Small Cell Networks,” IEEE Transactions on Wireless Communications, vol. 21, no. 9, pp. 7443-7459, Sept. 2022, doi: 10.1109/TWC.2022.3158694.

Jonggyu Jang and Hyun Jong Yang* , “Deep Learning-Aided User Association and Power Control with Renewable Energy Sources,” IEEE Transactions on Communications, vol. 70, no. 4, pp. 2387-2403, April 2022, doi: 10.1109/TCOMM.2022.3148775.

Yeongjun Kim, Harim Lee, Maximilian Matthe, Gerhard Fettweis, and Hyun Jong Yang*, “GFDM-based asynchronous grant-free multiple-access,” IEEE Access, vol. 10, pp. 31012-31030, 2022, doi: 10.1109/ACCESS.2022.3160017.

Harim Lee, Myeung Un Kim, Yeongjun Kim, Hyeonsu Lyu, and Hyun Jong Yang*, “Development of a Privacy-Preserving UAV System with Deep Learning-Based Face Anonymization,” IEEE Access, vol. 9, pp. 132652-132662, 2021, doi: 10.1109/ACCESS.2021.3113186.

Jonggyu Jang, Hyeonsu Lyu, Hyun Jong Yang*, Moohyun Oh, and Junhee Lee, “Deep Learning-Based Autonomous Scanning Electron Microscope,” 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020, pp. 2886-2893. [slides] [video][news]

Jonggyu Jang and Hyun Jong Yang*, “Deep Reinforcement Learning-based Resource Allocation and Power Control in Small Cells with Limited Information Exchange,” IEEE Transactions on Vehicular Technology, vol. 69, no. 11, pp. 13768-13783, Nov. 2020. [slides][video]

Harim Lee and Hyun Jong Yang*, “Downlink MU-MIMO LTE-LAA for Coexistence with Asymmetric Hidden Wi-Fi APs,” accepted, IEEE Transactions on Mobile Computing, 2020. [slides]

Jun Moon and Hyun Jong Yang, “Linear-Quadratic Time-Inconsistent Mean-Field Type Stackelberg Differential Games: Time-Consistent Open-Loop Solutions,” accepted, IEEE Transactions on Automatic Control, 2020.

Youjin Kim and Hyun Jong Yang*, “Sum-rate maximization of multicell MISO channels with limited information exchange,” IEEE Transactions on Vehicular Technology, vol. 69, no. 7, pp. 7247-7263, July 2020. [slides] [video]

Harim Lee and Hyun Jong Yang*, “Downlink Interference Control of LAA-LTE for Coexistence with Asymmetric Hidden Wi-Fi APs,” IEEE Transactions on Vehicular Technology, vol. 68, no. 11, pp. 10909-10925, Nov. 2019. [slides]

Myeung Un Kim, Harim Lee, Hyun Jong Yang*, and Michael Ryoo, “Privacy-Preserving Robot Vision with Anonymized Faces by Extreme Low Resolution,” IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Macau, China, Nov. 2019. [slides] [video]

Jonggyu Jang, Hyun Jong Yang*, and Hye-Kyung Jwa, “Resource Allocation and Power Control in Cooperative Small Cell Networks with Backhaul Constraint” IEEE Transactions on Vehicular Technology, vol. 68, no.11, pp. 10926-10942, Nov. 2019. [slides] [video]

Sung-Tae Hong, Harim Lee, Hyoil Kim*, and Hyun Jong Yang*, “Lightweight Wi-Fi Frame Detection for Licensed Assisted Access LTE,” IEEE Access, pp. 77618-77628, June 2019.

Youjin Kim, Hyun Jong Yang*, and Hye-Kyung Jwa, “Multicell downlink beamforming with limited backhaul signaling,” IEEE Access, pp. 64122-64130, Nov. 2018. [slides]

Youngchol Choi and Hyun Jong Yang*, “On-demand route discovery in a unicast manner,” PLOS One, vol. 13, no. 10, pp. 1-33, Oct. 2018.

Harim Lee, Hyoil Kim, and Hyun Jong Yang*, “Development of an LAA-LTE Transmitter with Lightweight Wi-Fi Frame Detection,” Accepted, the 24th Annual International Conference on Mobile Computing and Networking (MobiCom 2018 poster), New Delhi, India, Oct. 2018. [video] [slides]

Harim Lee, Hyoil Kim, Hyun Jong Yang, Jeong Tak Kim and SeungKwon Baek, “Performance Analysis of License Assisted Access LTE with Asymmetric Hidden Terminals,” IEEE Transactions on Mobile Computing, vol. 17, no. 9, pp. 2141-2154, Sept. 2018. [slides]

Michael Ryoo, Kiyoon Kim, Hyun Jong Yang*, “Extreme low resolution activity recognition with multi-Siamese embedding learning,” AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, Feb. 2018.

Won-Yong Shin, V. V. Mai, Bang Chul Jung, and Hyun Jong Yang*, “Opportunistic network decoupling with virtual full-duplex operation in multi-source interfering relay networks,” IEEE Transactions on Mobile Computing, vol. 16, no. 8, pp. 2321 – 2333, Aug. 2017.

Myeung Un Kim and Hyun Jong Yang*, “Min-SINR maximization with DL SWIPT and UL WPCN in multi-antenna interference networks,” IEEE Wireless Communications Letters, vol. 6, no. 3, pp. 318-321, Mar. 2017.

Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, and Arogyaswami Paulraj, “Opportunistic downlink interference alignment for multi-cell MIMO networks,” IEEE Transactions on Wireless Communications, vol. 16, no. 3, pp.1533-1548, March 2017. [slides]

Michael Ryoo*, B. Rothrock, C. Fleming, Hyun Jong Yang*, “Privacy-preserving human activity recognition from extreme low resolution,” AAAI Conference on Artificial Intelligence, San Francisco, CA, Feb. 2017.

Chunguo Li, Hyun Jong Yang*, Fan Sun, John Cioffi, and Luxi Yang, “Adaptive overhearing in two-way multi-antenna relay channels,” IEEE Signal Processing Letters, no. 1, vol. 23, pp. 117-120, Jan. 2016.

Hyun Jong Yang, Bang Chul Jung, and Won-Yong Shin, “On the degrees-of-freedom of the large-scale interfering two-way relay network,” IEEE Transactions on Vehicular Technology, vol. 65, no. 11, pp. 9442 – 9450, Nov. 2016.

Chunguo Li, Hyun Jong Yang*, Fan Sun, John Cioffi, and Luxi Yang “Multi-user overhearing for cooperative two-way multi-antenna relays,” IEEE Transactions on Vehicular Technology, vol. 65, no. 5, pp. 3796 – 3802, May 2016.

Woojin Park, Hyun Jong Yang*, and Hyeonmyung Oh, “Sum-rates of asynchronous GFDMA and SC-FDMA for 5G uplink,” ICT Express, vol. 1, no. 3, pp.127-131, Dec. 2015.

Chunguo Li, Hyun Jong Yang*, Fan Sun, John Cioffi, and Luxi Yang, “Approximate Closed-Form Energy Efficient PA for MIMO Relaying Systems in the High SNR Regime,” IEEE Communications Letters, vol 18, no. 8, pp. 1367-1370, Aug. 2014.

Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, and Arogyaswami Paulraj, “Codebook-based opportunistic interference alignment,” IEEE Transactions on Signal Processing, vol. 62, no. 11, pp. 2292-2937, June 2014.

T. M. Kim, Hyun Jong Yang*, and Arogyaswami Paulraj, “Distributed sum-rate optimization for full-duplex MIMO system under limited dynamic range,” IEEE Signal Processing Letters, vol. 20, no. 6, pp. 555-558, June 2013.

Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, and Arogyaswami Paulraj, “Opportunistic interference alignment for MIMO interfering multiple-access channels,” IEEE Transactions on Wireless Communications, vol. 12, no. 5, pp. 2180-2192, May 2013. [slides]

H. Park, Hyun Jong Yang, Joohwan Chun, and A. Raviraj, “A Closed-Form Power Allocation and Signal Alignment for a Diagonalized MIMO Two-Way Relay Channel With Linear Receivers,” IEEE Transactions on Signal Processing, vol. 60, no. 11, pp. 5948-5962, Nov. 2012.

Hyun Jong Yang and Won-Yong Shin, “Preamble and Pilot Design with Computationally Efficient Synchronization and Cell Search Algorithms in Cellular OFDM Systems,” Springer Wireless Personal Communications, vol. 70, no.2, pp. 732-742, July 2012.

Hyun Jong Yang, Youngchol Choi, Namyoon Lee, and Arogyaswami Paulraj, “Achievable sum-rate of the MU MIMO two-way relay channel in cellular systems: lattice code-aided linear precoding,” IEEE Journals on Selected Areas in Communications, vol. 30, no. 8, pp. 1304 – 1318, Sept. 2012. [slides]

Hyun Jong Yang, Joohwan Chun, Youngchol Choi, Sungsoo Kim, and Arogyaswami Paulraj, “Codebook-based lattice-reduction-aided precoding for limited-feedback coded MIMO systems,” IEEE Transactions on Communications, vol. 60, no. 2, pp. 510-524, Feb. 2012.

Jungtai Kim, Hyun Jong Yang, and Nojun Kwak, “Low-angle tracking of two objects in a three-dimensional beamspace domain,” IET Radar, Sonar, and Navigation, vol. 6, no. 1, pp. 9-20, Jan. 2012.

Hyun Jong Yang, Joohwan Chun, and Arogyaswami Paulraj, “Asymptotic capacity of the separated MIMO two-way relay channel,” IEEE Transactions on Information Theory, vol. 57, no. 11, pp. 7542-7554, Nov. 2011. [slides]

Jungtai Kim, Hyun Jong Yang, Byung Wook Jung, and Joohwan Chun, “Blind gain and phase calibration of linear arrays using independent component analysis,” IEEE Antennas and Wireless Propagation Letters, vol. 9, pp. 1259-1262, 2010.

Hyun Jong Yang, Youngchol Choi, and Joohwan Chun, “Modified high-order PAMs for binary coded physical-layer network coding,” IEEE Communications Letters, vol. 14, no.8, pp. 689-691, Aug. 2010. [slides]

Jungyeon Koh, Hyeonsu Lyu, Jonggyu Jang, and Hyun Jong Yang, "Faithful and Fast Influence Function via Advanced Sampling," MI workshop @ ICML 2024.

Sehyun Ryu, Hosung Joo, Jonggyu Jang and Hyun Jong Yang, "Instance-wise Laplace Mechanism via Deep Reinforcement Learning," AAAI 2024 (Student Abstract and Poster Program).

Hyeonsu Lyu, Hyun Jong Yang*, “Maneuver by Airstreams for Stratospheric Balloon Base Stations”, in Proc. International Conference on ICT Convergence (ICTC), 2023.

Hyeonsu Lyu, SeongJin Hwang, Hyun Jong Yang*, “Multi-Agent Reinforcement Learning-Based Coverage Maximization for Fixed-Wing Base Stations”, in Proc. International Conference on ICT Convergence (ICTC), 2022.

Hosung Joo, Youngchol Choi, Jongwon Park, Chang Hwy Lim, and Hyun Jong Yang*, "Connecting Quality Metrics to Deep Learning Accuracy for Image Fusion Methods," in Proc. International Conference on ICT Convergence (ICTC), 2022.

Myoung Hoon Lee, Hyun Jong Yang, and Jun Moon, “Network-Based Goal Selection for Multi-Goal Reinforcement Learning Based on Maximum Entropy Framework,” International Conference on Control, Automation and Systems, 2022.

Myoung Hoon Lee, Jun Moon, and Hyun Jong Yang, “MEGN: A maximum entropy goal selection method for multi-goal reinforcement learning”, in Proc. Asian Control Conference (ASCC), 2022.

Jonggyu Jang, Jung Hwa Park, and Hyun Jong Yang, “Supervised-Learning-Based Resource Allocation in Wireless Networks,” in Proc. International Conference on ICT Convergence (ICTC), 2020.

Yein Heo, Jonggyu Jang, Yeongjun Kim, and Hyun Jong Yang, “Performance Comparison of SU- and MU-MIMO in 802.11ax: Delay and Throughput,” in Proc. International Conference on ICT Convergence (ICTC), 2020.

Youjin Kim, Jonggyu Jang, and Hyun Jong Yang, “DNN-based Sum-Rate Maximization of Multicell MISO Networks,” accepted, 54th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2020. [video]

Moohyun Oh, Jonggyu Jang, Hyun Jong Yang, Hyeonsu Lyu, and Junhee Lee, “Robust Deep-Learning Based Autofocus Score prediction for Scanning Electron Microscope,” Microscopy and Microanalysis, 2020. [slides][video]

Heesu Kim, Moohyun Oh, Heerang Lee, Jonggyu Jang, Myeung Un Kim, Hyun Jong Yang, Michael Ryoo, and Junhee Lee, “Deep-learning based autofocus score prediction of scanning electron microscope,” Microscopy and Microanalysis, vol. 25, Suppl. S2, pp. 182-183, Aug. 2019.

Ngo Phong Nguyen, Hyun Jong Yang, Hyondong Oh, and Jun Moon, “Adaptive Integral Super-Twisting Sliding Mode Control for Uncertain Stochastic Systems,” European Control Conference (ECC), June 2019.

Jungeun Lee, Hyeonho Noh, and Hyun Jong Yang, “Performance Analysis of Beamforming for Radar and Communications Coexisting Systems,” in Proc. International Conference on ICT Convergence (ICTC), 2018.

Hyeonho Noh, Jungeun Lee, and Hyun Jong Yang, “Beam Synthesis under Feasible Scenarios for Radar and Communications Combined Systems,” in Proc. International Conference on ICT Convergence (ICTC), 2018.

Jonggyu Jang and Hyun Jong Yang, “Learning-Based Distributed Resource Allocation in Asynchronous Multicell Networks,” in Proc. International Conference on ICT Convergence (ICTC), 2018.

Myeung Un Kim and Hyun Jong Yang, “RNN-Based Node Selection for Sensor Networks with Energy Harvesting,” in Proc. International Conference on ICT Convergence (ICTC), 2018.

Jonggyu Jang, Woojin Park, Hyun Jong Yang, and Hye Gyung Jwa, “Joint user association and resource allocation in small cells with limited backhaul capacity,” 50th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2016.

Youjin Kim and Hyun Jong Yang, “Two-stage downlink beamforming in MISO multicell networks with limited backhaul signaling,” 50th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2016.

Yeongjun Kim, Jonggyu Jang, and Hyun Jong Yang, “Two-Cell Two-Way Relaying with Reduced Interference” in Proc. IEEE Vehicular Technology Conference, May 2016.

Woojin Park and Hyun Jong Yang, “On spectral efficiency of asynchronous GFDMA and SC-FDMA in frequency selective channels,” in Proc. IEEE Vehicular Technology Conference, May 2016.

Moon-Je Cho, Tae-Won Ban, Bang Chul Jung, and Hyun Jong Yang, “A distributed scheduling with interference-aware power control for ultra-dense networks,” in Proc. International Conference on Communications (ICC), London, UK, June. 2015, pp. 1661-1666.

Myeung Un Kim, Youjin Kim, Yoora Cho, and Hyun Jong Yang, “Downlink beamforming in small cells with scalar information exchange,” in Proc. International Conference on ICT Convergence (ICTC), Busan, Korea, Oct. 2014, pp. 446-449.

Hyun Jong Yang, Byeong Su Lee, and Bang Chul Jung, “Buffer-aided two-way relaying with lattice codes,” in Proc. International Conference on ICT Convergence (ICTC), Busan, Korea, Oct. 2014, pp. 500-502.

Woojin Park and Hyun Jong Yang, “System-level performance evaluation of multi cell two-way relay networks with fractional frequency reuse,” in Proc. International Conference on ICT Convergence (ICTC), Busan, Korea, Oct. 2014, pp. 936-940.

Bang Chul Jung, Su Min Kim, Hyun Jong Yang, and Won-Yong Shin, “On the joint design of beamforming and user scheduling in multi-cell MIMO uplink networks,” in Proc. IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Sept. 2014.

Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, and Arogyaswami Paulraj, “Opportunistic downlink interference alignment,” IEEE International Symposium on Information Theory (ISIT), June-July. 2014, pp. 1588-1592.

Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, and Changho Suh, and Arogyaswami Paulraj, “Opportunistic interference alignment for MIMO interfering broadcast channels” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICCASP), Florence, Italy, May 2014.

Hyun Jong Yang, Bang Chul Jung, Won-Yong Shin, and Arogyaswami Paulraj, “The design of optimal receiver for opportunistic interference alignment” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICCASP), Florence, Italy, May 2014.

Won-Yong Shin, Hyun Jong Yang, and Bang Chul Jung, “Opportunistic network decoupling in multi-source interfering relay networks,” IEEE International Conference on Communications (ICC), Sydney, Australia, June 2014.

Won-Yong Shin, Hyun Jong Yang, and Bang Chul Jung, “Opportunistic relay selection based on interference nulling in the K x N x K channel with interfering relays,” IEEE International Symposium on Information Theory (ISIT), Poster, Istanbul, Turkey, Jul. 2013.

Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, and Arogyaswami Paulraj, “A Feasibility Study on the Opportunistic interference alignment: Limited feedback and sum-rate enhancement,” in Proceedings on IEEE Asilomar Conference on Signals, Systems, and Computers , Pacific Groove, CA, Nov. 2012.

Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, and Arogyaswami Paulraj, “Opportunistic Interference Alignment for MIMO IMAC: Effect of User Scaling Over Degrees-of-Freedom,” in Proceedings on IEEE International Symposium on Information Theory (ISIT), Cambridge, MA, July 2012, pp. 2646-2650.

Hyun Jong Yang, Joohwan Chun, and Arogyaswami Paulraj, “Asymptotic capacity of the separated MIMO two-way relay channel with linear precoding,” in Proceedings on 48th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sept./Oct. 2010.

Hyun Jong Yang and Joohwan Chun, “Zero-forcing-based two-phase relaying with multiple mobile stations,” in Proceedings on IEEE Asilomar Conference on Signals, Systems, and Computers, Pacific Groove, CA, Oct. 2008, pp. 351-355.

Hyun Jong Yang and Joohwan Chun, “LR-aided precoding with a modified LLL algorithm for limited feedback MIMO systems,” in Proceedings on IEEE Asilomar Conference on Signals, Systems, and Computers, Pacific Groove, CA, Oct. 2008, pp. 1335-1339.

Jungtai Kim, Hyun Jong Yang, and Joohwan Chun, “Sidelobe suppressing beamforming using linearly constrained adaptive arrays for low angle tracking,” in Proceedings on IEEE Asilomar Conference on Signals, Systems, and Computers, Pacific Groove, CA, Oct. 2008, pp. 407-410.

Byung Wook Jung, Hyun Jong Yang, and Joohwan Chun, “Finite wordlength digital filter design using simulated annealing,” in Proceedings on IEEE Asilomar Conference on Signals, Systems, and Computers, Pacific Groove, CA, Oct. 2008, pp. 546-550.

Hyun Jong Yang and Joohwan Chun, “Generalized Schur decomposition-based two-way relaying for wireless MIMO systems,” in Proceedings on IEEE Global Communications Conference (GLOBECOM), New Orleans, LO, Nov. 2008, pp. 1-6.

Namyoon Lee, Hyun Jong Yang, and Joohwan Chun, “Achievable sum-rate maximizing AF relay beamforming scheme in two-way relay channels,” IEEE Proceedings on International Conference on Communications (ICC) Workshop ’08, Beijing, China, May 2008, pp. 300-306.

Hyun Jong Yang, Kyungchun Lee, and Joohwan Chun, “Zero-forcing based two-phase relaying,” in Proceedings on IEEE International Conference on Communications (ICC), Glasgow, Scotland, June 2007, pp. 5224-5228.

Hyun Jong Yang and Joohwan Chun, “Modified V-BLAST symbol detection under channel uncertainties for MIMO systems,” in Proc. IEEE Asilomar Conference on Signals, Systems, and Computers, Pacific Groove, CA, Oct. 2006, pp. 1640-1643.

Hyun Jong Yang and Joohwan Chun, “Symbol detection solving the total least squares problem under channel uncertainties,” in Proceedings on IEEE Vehicular Technology Conference-Spring, Melbourne, Australia, May 2006, pp. 2767-2771.

Hyun Jong Yang,  Sojeong Park, Yeongjun Kim, Jonggyu Jang, "다중 안테나의 통신 채널 추정 방법 및 그 장치," KR 10-2024-0014181 (filed).

Hyun Jong Yang, Hyeonsu Lyu, Jonggyu Jang, "무인항공기 기지국의 트리 탐색 기반 경로 계획 및 자원 관리 방법 및 장치" US 18/319,369, KR 10-2022-0186323.

Hyun Jong Yang, Jonggyu Jang, "에지 네트워크 기반의 분산 신경망 제어 방법", KR 10-2023-0061304.

Hyun Jong Yang, Hyeonho Noh, "무선 통신 시스템에서 상향링크 통신을 위한 강화학습 기반 사용자 선택 방법 및 장치," KR 10-2022-0083124 

Jonggyu Jang, Yeongjun Kim, and Hyun Jong Yang, “강화학습을 이용한 채널 정보가 제한된 네트워크에서의 기지국 제어 방법 및 장치,” KR10-2022-0064364.

Jonggyu Jang and Hyun Jong Yang, “강화학습을 이용한 전력 한정 기지국 제어 방법 및 장치,” KR 10-2021-0169868.

Hyun Jong Yang, Harim Lee, Yeongjun Kim, Hyeonho Noh, “비동기적으로 수신된 OFDM 신호 검파 방법 및 장치,” KR 10-2021-0186361

Hyun Jong Yang and Hyeonho Noh, “레이더-통신 결합 시스템을 위한 송수신 빔포밍 방법 및 장치,” KR 10-2021-0186361

Jonggyu Jang and Hyun Jong Yang, “순환신경망을 이용한 이종 네트워크 자원 할당 방법 및 장치,” KR 10-2020-0154384.

Jonggyu Jang and Hyun Jong Yang, “강화학습을 이용한 드론 기지국 제어 방법 및 장치,”  KR 10-2020-0154384.

Hyun Jong Yang, Harim Lee and Hyeonsu Lyu, “LTE-LAA와 Wi-Fi 공존 상황에서 비대칭 은닉 AP를 고려한 eNB의 하향링크 통신을 위한 방법 및 장치”, KR 10-2019-0159620 (filed)

Jun Hee Lee, Hyun Jong Yang, Sang Won Ryoo, and Hui Soo Kim, “인공 지능 학습 데이터를 이용한 전자 현미경”, KR 10-2019-0050578 (filed)

Hyun Jong Yang and Hyeonho Noh, “레이더-통신 결합 시스템의 신호 생성 방법”, KR 10-2020-0010653 (filed)

Harim Lee and Hyun Jong Yang, “LTE-LAA와 WI-FI 공존 상황에서 비대칭 은닉 AP를 고려한 ENB의 하향링크 통신을 위한 방법 및 장치”, KR 10-2019-0159620 (filed)

Hyeonsu Lyu, Hyun Jong Yang, Hyeonho Noh, and Jonggyu Jang, “통신과 드론 제어가 통합된 시뮬레이터”, C-2019-034510 (Software)

Yeongju Kim and Hyun Jong Yang, “비동기식 일반화된 주파수 분할 전송(GFDM) 송 수신기 구현 코드 ” C-2019-034128 (Software)

Sung Hyun Kim, Hyun Jong Yang, Jong Gyu Jang, Hye Kyung Jwa, Jee Hyeon Na, Yeongjin Kim and Hyun Kyu Chung, “자원 할당 방법“, KR 10-2019-0002965 (filed)

Hyun Jong Yang, Jonggyu Jang, Harim Lee, Yeongjun Kim, Hyeonho Noh, Jungeun Lee, and Hyeonsu Lyu, “레이더를 이용한 능동형 타겟 감지 드론 통신 기지국 시뮬레이터”, C-2018-037076 (Software)

Jun Moon, Myoung Hoon Lee and Hyun Jong Yang, “날개의 각도가 꺾인 6개의 회전날개를 가지는 드론“, KR 10-2018-0148794 (filed)

Hyun Jong Yang and Yeongjun Kim, “비동기 통신 방법 및 장치“, 10-2018-0138768 (filed).

Hyun Jong Yang, Sang Won Ryoo, Kiyoon Kim, and Myeung Un Kim, “사생활 보호를 위한 카메라 시스템 및 그 방법“, PCT/KR2018/008196 (filed)

“MACHINE LEARNING 기술을 이용한 LTE-LAA 촘촘한 셀 환경에서 자원 할당 기법”, KR 10-2018-0016920 (filed).

Hyun Jong Yang and Yeongjun Kim, “GFDM 통신 시스템, 방법 및 컴퓨터 판독 가능한 기록매체“, 10-2073359 (2020-01-29) (approved).

GFDM을 이용한 비동기식 자원할당 다중 접속 시뮬레이터, C-2017-030572 (Software)

Hyun Jong Yang, Michael Sangwon Ryoo and Myeung Un Kim, “사생활 보호 카메라와 그 시스템 및 얼굴 인식 기반 실시간 자동 영상 익명화 방법“, 10-1911900 (2018-10-19) (approved).

Hyun Jong Yang, Michael Sangwon Ryoo and Kiyoon Kim, “행동인식 기반 해상도 자동 조절 카메라 시스템, 행동인식 기반 해상도 자동 조절 방법 및 카메라 시스템의 영상 내행동 자동 인식 방법“, 10-1876433 (2018-07-03) (approved).

Sunghyun Kim, Hyun Jong Yang, Jonggyu Jang, Hye Kyung Jwa, Jeehyeon Na, Yeong Jin Kim and Hyun Kyu Chung, “다중 셀 환경에서의 자원 할당 방법 및 장치“, KR 10-2017-0067928 (filed).

Sunghyun Kim, Youjin Kim, Hyun Jong Yang, Hye Kyung Jwa, Jeehyeon Na, Yeong Jin Kim and Hyun Kyu Chung, “정보 교환을 토대로 한 하향링크 간섭 제어 방법 및 장치“, KR 10-2017-0062546 (filed).

Seungkwon Baek, Hyoil Kil, Hyun Jong Yang and Harim Lee, “비면허 대역의 채널 액세스 방법“, KR 10-2017-0013019 (filed).

Hyun Jong Yang and Yeongjun Kim, “GFDM을 이용하는 비동기 통신 방법 및 장치“, 10-2070816 (2020-01-21) (approved).

Hye Kyung Jwa, Hyun Jong Yang, Jee Hyeon Na, Jung Mo Moon, Mu Yong Shin, Dong Seung Kwon, Myoun Un Kim and Youjin Kim, “다중 안테나 빔포밍을 이용한 소형셀 기지국 간의 간섭 제어장치 및 그 방법“, US 15/355,602 (approved).

Hye Kyung Jwa, Hyun Jong Yang, Jee Hyeon Na, Jung Mo Moon, Mu Yong Shin, Dong Seung Kwon, Myoun Un Kim and Youjin Kim, “다중 안테나 빔포밍을 이용한 소형셀 기지국 간의 간섭 제어장치 및 그 방법“, KR 10-2016-0154043 (filed).

Hye Kyung Jwa, Hyun Jong Yang, Dong Seung Kwon, Jee Hyeon Na, Jung Mo Moon, Mu Yong Shin, Myoun Un Kim, and Hyunmyung Oh, “에너지 하베스팅을 제공하는 프리코딩 장치 및 방법“, KR 10-2016-0040287 (filed).

Seung Kwon Baek, Hyoil Kim, Hyun Jong Yang, and Harim Lee, “비면허 대역 셀룰러 시스템 PROACTIVE LISTEN-BEFORE-TALK (P-LBT) 방법“, KR 10-2016-0010767 (filed).

Hyun Jong Yang, Dong Hyun Na, and Michael Sahngwon Ryoo, “능동형 상황 인식을 위한 다인칭 시스템, 웨어러블 카메라, CCTV, 관제서버 및 방법 (Multi-viewpoint system, wearable camera, CCTV, control server and method for active situation recognition)“, 10-1722664 (2017-03-28) (approved).

Hye Kyung Jwa, Hyun Jong Yang, Jee Hyeon Na, Mu Yong Shin, and Dong Seung Kwon, “Small cell system and method for allocating a resource thereof“, Co-invented with ETRI, KR 10-2015- 0079204 (filed) .

Bang Chul Jung, Won Yong Shin, Hyun Jong Yang, Jae Joon Park, Kwang Jae Lim, Jae Sun Cha, Eun Kyung Kim, Hyun Lee and Sung Cheol Chang, “Opportunistic downlink interference alignment“, Co-invented with ETRI, KR 10-2013-0161774 (filed).

Erik Stauffer, Djordje Tujkovic, Hyun Jong Yang, Kamlesh Rath, Shao-Cheng Wang, Robert Lorenz, Pavan Nuggehalli, Soumen Chakraborty, “Emergency (SOS) Mode Enhancements for Cellular Networks” “Emergency (SOS) Mode Enhancements for Cellular Networks“, Broadcom Corp., US20140148119 (approved).

Joohwan Chun, Hyun Jong Yang and Moohong Lee, “Method for V-BLAST symbol detection under channel uncertainties for correlated MIMO systems“, KAIST MMPC, KR 1007892890000 (approved).

Tak Ki Yu, Eun Seok Ko, Yu Seok Kim, Joo Hwan Chun and Hyun Jong Yang, “Apparatus and method for bidirectional relaying in a relay wireless communication system“, Samsung/KAIST, KR 1015242840000 (approved), US 8315556 (approved).

Young Ho Jung, Yu Seok Kim, Hyun Jong Yang, Kyung Chun Lee and Joo Hwan Chun, “Apparatus and method for relaying in a wireless communication system“, Samsung/KAIST, KR 1009736710000 (approved), US 8126033 (approved).

(Standard Paper) 3GPP R1-131321, Adaptive UE Specific Reference Signal Design, RAN1 #72 bis, Chicago, IL, Apr. 2013.

(Standard Paper) 3GPP R1-130093, Techniques for CSI Feedback Enhancement, RAN1 #72, Malta, Jan-Feb. 2013.

(Standard Paper) 3GPP RP-121771, Extended Coverage for Public Safety, RAN Plenary #58, Barcelona, Spain, Dec. 2012.

Sehyun Ryu and Hyun Jong Yang*, "무선 통신을 위한 생성형 모델 활용에 대한 동향," 한국통신학회지 (정보와 통신), 05월 2024년.

Hyeonsu Lyu and Hyun Jong Yang, "A Survey on High-Altitude Balloon UAVs for Vertical Heterogeneous Networks", to appear in JKICS, 2024.

Hosung Joo and Hyun Jong Yang*, "Development of an Algorithm for Passive Detecting the Movement of Unidentified-Flying-Objects OFDM Sources in an Air Surveillance System," 한국통신학회 동계학술대회, 02월 2024년.

Sojeong Park, Yeongjun Kim, Jonggyu Jang, and Hyun Jong Yang*, "A Learning-Based Channel Estimation Method with Non-Orthogonal Pilots for Grant-Free Multiple Access in Massive MIMO Systems", 한국통신학회논문지, 2023년.

Seongjin Hwang, Hyun Jong Yang*, "이미지 스테가노그래피의 동향 및 한계", 한국통신학회 추계학술대회, 11월 2023년.

Hosung Joo, Youngchol Choi, Jongwon Park, Chang Hwy Lim, and Hyun Jong Yang*, "A study on X-ray-based Tomography Reconstruction on Port Container Using Dictionary Learning and Belief Propagation," 한국통신학회 추계학술대회, 11월 2023년.

Hosung Joo, Youngchol Choi, Jongwon Park, Chang Hwy Lim, and Hyun Jong Yang*, "Few-View Scans Into Synthesis: Information Fusion of Computed Tomography for Port Container X-ray Images," 한국비파괴검사학회 추계학술대회 스페셜세션, 11월 2023년.

Hyeonsu Lyu and Hyun Jong Yang*, “Stratolite: Breakthrough For UAV Communications,” 한국통신학회 하계학술대회, 06월 2023년.

Sehyun Ryu and Hyun Jong Yang*, “Additive Machine Unlearning Algorithm Using Orthogonality,” 한국통신학회 하계학술대회, 06월 2023년.

Hosung Joo, Youngchol Choi, Jongwon Park, Chang Hwy Lim, and Hyun Jong Yang*, "A Survey on Multimodal Sensing of X-ray and Image Fusion Using Photon Backscatter and Transmission Images for Cargo Inspections," 한국통신학회 하계학술대회, 06월 2023년.

Minwoo Kim, Yeongjun Kim, Youngchol Choi and Hyun Jong Yang*, "Rate Control을 이용한 비동기 수중 OFDMA 인지 네트워크," 제34회 통신정보 합동학술대회, 04월 2023년.

Hosung Joo and Hyun Jong Yang, "Dictionary Learning Applications for Semantic Communication," 제34회 통신정보 합동학술대회, 04월 2023년.

Sojeong Park, Yeongjun Kim, Jonggyu Jang, and Hyun Jong Yang*, “Massive MIMO 환경에서의 Grant-Free Access를 위한 학습기반 채널 추정 기법 연구,” 한국통신학회 동계학술대회, 02월 2023년. (best paper award)

Hyeonsu Lyu and Hyun Jong Yang*, “Machine Unlearning: A Survey on Principles and Challenges,” 한국통신학회 동계학술대회, 02월 2023년

Jonggyu Jang and Hyun Jong Yang*, “Privacy Attacks on Machine Learning Models: A Survey on Open Problems and Future Directions,” 한국통신학회 동계학술대회, 02월 2023년.

Hyeonsu Lyu, Jonggyu Jang, and Hyun Jong Yang*, “일반화된 고속 Water-Filling 알고리즘,” 한국통신학회 추계학술대회, 11월 2022년.

Hosung Joo and *Hyun Jong Yang*, “A study on Deep Learning-based Image Fusion Methods for Reducing Communication Overhead,” 한국통신학회 추계학술대회, 11월 2022년.  

Sojeong Park, Hosung Joo, Jonggyu Jang, and Hyun Jong Yang*, “A survey on Semantic Communications: Opportunities and Challenges,” 한국통신학회 추계학술대회, 11월 2022년.  

Seongjin Hwang, Hyun Jong Yang*, "프라이버시를 보호하는 인공지능 기법에 대한 조사", 제3회 한국 인공지능 학술대회, 9월 2022년.

Hyeonsu Lyu, Jonggyu Jang, Harim Lee, Hyun Jong Yang*, “Trajectory-planning and resource allocation of UAV base station with user QoS constraints,” 한국통신학회 하계학술대회, 6월 2022년.

Jonggyu Jang, Youjin Kim, Sangwoo Oh, Dongmin Seo, Yuongchol Choi,  and Hyun Jong Yang*, “초 분광 이미지 기반 컴퓨터 비전 및 기계 학습 기술 동향,” 한국통신학회 하계학술대회, 6월 2022년.

Jonggyu Jang  and Hyun Jong Yang*, “AI 기반 자원 관리 학습 기술 동향,” 통신정보 합동 학술대회, 4월 2022년.

Sojeong Park, Hyeonsu Lyu, and Hyun Jong Yang*, “완전 합성곱 신경망을 이용한 가변 Deep Q-Network 설계,” 한국통신학회 동계학술대회, 2월 2022년.

Hyeonho Noh and Hyun Jong Yang*, “IEEE 802.11ax 상향 링크를 위한 학습 기반 유저 선택 및 자원 할당,” 한국통신학회 동계학술대회, 2월 2022년.

Hyeonho Noh, Dongmin Seo, Moonjin Lee, Hyun Jong Yang*, “HNS 해양배출 영상학적 현상 연구,” 한국해양환경 에너지 학술대회,10월 2021년

Yeongjun Kim, Young Chol Choi, Hyun Jong Yang*, “수중 음향 인지 네트워크를 위한 학습기반 다중 사용자 다중 접속 센싱 기법에 관한 연구,” 한국통신학회 추계학술대회, 11월 2021년

Jonggyu Jang, Youjin Kim, Sangwoo Oh, Dongmin Seo, Hyun Jong Yang* , “딥 러닝을 활용한 초 분광 영상 속 해상 선박 및 부유물 탐지 및 식별에 관한 연구,” 한국통신학회 추계학술대회, 11월 2021년

Hyeonsu Lyu, Harim Lee, Yeongjun Kim, Hyun Jong Yang* , “비행 시간을 최대화하는 드론의 최적 부품 선정 알고리즘에 대한 연구,” 한국통신학회 하계학술대회, 6월 2021년

Jonggyu Jang, Hyun Jong Yang*, and Seulgi Kim, “강화학습 기반 무선 사용자 연결 기법에 관한 연구,” 한국통신학회 동계학술대회, 2월 2021년.

Hyeonsu Lyu and Hyun Jong Yang*, “무인항공기 강화학습을 위한 테스트베드 구축 기법에 관한 연구,” 한국통신학회 동계학술대회, 2월 2021년.

Tae Woo Park and Hyun Jong Yang*, “비대칭 데이터셋 기반 딥러닝을 위한 적응적 학습률 조절 기법,” 한국통신학회 동계학술대회, 2월 2021년.

Jonggyu Jang, Youjin Kim, Sangwoo Oh, Dongmin Seo and Hyun Jong Yang*, “딥 러닝을 활용한 해상 선박 및 부유물 탐지 및 식별 기술,” 대한전자공학회 추계학술대회, 11월 2020년.

Jonggyu Jang and Hyun Jong Yang*, “강화학습을 이용한 최적의 무선 자원할당 기법 및 최적의 양자화 레벨 분석,” 제 30회 신호처리 합동 학술대회, 9월 2020년.

Yeongjun Kim and Hyun Jong Yang*, “초저지연 통신을 위한 sTTI, CB based 기법의 지연시간 및 데이터 전송량 분석,” 제 30회 신호처리 합동 학술대회, 9월 2020년.

Seunghyun Lee, Yeongjun Kim, Youjin Kim, Hyun Jong Yang* and Changhee Joo, “저지연 전송을 위한 Cut-through 포워딩 근사화 및 구현,” 한국통신학회논문지, accepted, 2020.

Yeongjun Kim and Hyun Jong Yang*, “합 전송율을 최대화 하는 분산형 자원 할당기반 초저지연 다중 접속,” 한국통신학회 추계종합학술발표회, 11월 2017년.

Hyeonmyung Oh and Hyun Jong Yang*, “선택사상기법을 이용한 GFDM의 최대전력 대 평균전력 비 감소기법“, 한국통신학회논문지, vol. 41, no. 6, 698-706, 6월 2016년.

Hyoil Kim, Hyun Jong Yang*, Kyung Han Lee, Bang Chul Jung and Changhee Joo, “초저지연 실감형 서비스를 위한 5G 네트워크 기술 동향,” 대한전자공학회지, v.43 no.4, pp.60-70, 4월 2016년.

Yeongjun Kim, Jonggyu Jang and Hyun Jong Yang*, “국소 채널상태정보 기반 2–셀 양방향 중계 기법,” 한국통신학회 추계종합학술발표회, 11월 2015년.

Hyun Jong Yang*, “MIMO Full-Duplex 기술 동향,” 한국통신학회논문지, v.40 no.7, pp.1286-129, 7월 2015년.

Hyun Jong Yang* and Hyeonmyung Oh “실감형 원격 영상회의를 위한 시선 맞춤 기술: Generalized Frequency Division Multiplex Access (GFDMA),” 전자공학회지, v.42 no.5, pp.34-43, 5월 2015년.