Yongjeong Oh

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Digital Deep Joint Source-Channel Coding with Blind Training for Adaptive Modulation and Power Control	2025	Yongjeong Oh Joohyuk Park Jinho Choi Jihong Park Yo–Seb Jeon
+ PDF Chat	Communication-Efficient Split Learning via Adaptive Feature-Wise Compression	2025	Yongjeong Oh Jaeho Lee Christopher G. Brinton Yo–Seb Jeon
+ PDF Chat	Vision Transformer-based Semantic Communications With Importance-Aware Quantization	2024	Joohyuk Park Yongjeong Oh Yongjune Kim Yo–Seb Jeon
+ PDF Chat	Deep Learning-Assisted Parallel Interference Cancellation for Grant-Free NOMA in Machine-Type Communication	2024	Yongjeong Oh Jaehong Jo Byonghyo Shim Yo–Seb Jeon
+ PDF Chat	Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks	2024	Jaewon Yun Yongjeong Oh Yo–Seb Jeon H. Vincent Poor
+ PDF Chat	Joint Source-Channel Coding for Channel-Adaptive Digital Semantic Communications	2024	Joohyuk Park Yongjeong Oh Seonjung Kim Yo–Seb Jeon
+ PDF Chat	SplitMAC: Wireless Split Learning over Multiple Access Channels	2024	Seonjung Kim Yongjeong Oh Yo–Seb Jeon
+ PDF Chat	FedVQCS: Federated Learning via Vector Quantized Compressed Sensing	2023	Yongjeong Oh Yo–Seb Jeon Mingzhe Chen Walid Saad
+	Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks	2023	J. Yun Yongjeong Oh Yo–Seb Jeon H. Vincent Poor
+	Communication-Efficient Split Learning via Adaptive Feature-Wise Compression	2023	Yongjeong Oh Jaeho Lee Christopher G. Brinton Yo–Seb Jeon
+	SplitMAC: Wireless Split Learning over Multiple Access Channels	2023	Seonjung Kim Yongjeong Oh Yo–Seb Jeon
+ PDF Chat	Communication-Efficient Federated Learning via Quantized Compressed Sensing	2022	Yongjeong Oh Namyoon Lee Yo–Seb Jeon H. Vincent Poor
+	FedVQCS: Federated Learning via Vector Quantized Compressed Sensing	2022	Yongjeong Oh Yo–Seb Jeon Mingzhe Chen Walid Saad
+ PDF Chat	Communication-Efficient Federated Learning via Quantized Compressed Sensing	2021	Yongjeong Oh Namyoon Lee Yo–Seb Jeon H. Vincent Poor
+	Communication-Efficient Federated Learning via Quantized Compressed Sensing	2021	Yongjeong Oh Namyoon Lee Yo–Seb Jeon H. Vincent Poor

Common Coauthors

Coauthor	Papers Together
Yo–Seb Jeon	15
H. Vincent Poor	5
Seonjung Kim	3
Namyoon Lee	3
Joohyuk Park	2
Mingzhe Chen	2
Christopher G. Brinton	2
Walid Saad	2
Jaehong Jo	1
Jaewon Yun	1
J. Yun	1
Yongjune Kim	1
Jihong Park	1
Joohyuk Park	1
Byonghyo Shim	1
Jaeho Lee	1
Jinho Choi	1
Jaeho Lee	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Sparse Communication for Distributed Gradient Descent	2017	Alham Fikri Aji Kenneth Heafield	2
+	A Compressive Sensing Approach for Federated Learning Over Massive MIMO Communication Systems	2020	Yo–Seb Jeon Mohammad Mohammadi Amiri Jun Li H. Vincent Poor	2
+ PDF Chat	High-Dimensional Stochastic Gradient Quantization for Communication-Efficient Edge Learning	2020	Yuqing Du Sheng Yang Kaibin Huang	2
+	Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications	2019	Sumudu Samarakoon Mehdi Bennis Walid Saad Mérouane Debbah	2
+ PDF Chat	Toward an Intelligent Edge: Wireless Communication Meets Machine Learning	2020	Guangxu Zhu Dongzhu Liu Yuqing Du Changsheng You Jun Zhang Kaibin Huang	2
+ PDF Chat	Federated Learning Over Wireless Fading Channels	2020	Mohammad Mohammadi Amiri Deniz Gündüz	2
+	UVeQFed: Universal Vector Quantization for Federated Learning	2020	Nir Shlezinger Mingzhe Chen Yonina C. Eldar H. Vincent Poor Shuguang Cui	2
+ PDF Chat	Federated Learning for Wireless Communications: Motivation, Opportunities, and Challenges	2020	Solmaz Niknam Harpreet S. Dhillon Jeffrey H. Reed	2
+	A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks	2020	Mingzhe Chen Zhaohui Yang Walid Saad Changchuan Yin H. Vincent Poor Shuguang Cui	2
+ PDF Chat	Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air	2020	Mohammad Mohammadi Amiri Deniz Gündüz	2
+ PDF Chat	Expectation-Maximization Gaussian-Mixture Approximate Message Passing	2013	Jeremy Vila Philip Schniter	2
+	Iterative hard thresholding for compressed sensing	2009	Thomas Blumensath Mike E. Davies	1
+	signSGD: Compressed Optimisation for Non-Convex Problems	2018	Jeremy Bernstein Yu-Xiang Wang Kamyar Azizzadenesheli Animashree Anandkumar	1
+	Channel Estimation in Broadband Millimeter Wave MIMO Systems With Few-Bit ADCs	2017	Jianhua Mo Philip Schniter Robert W. Heath	1
+	Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training	2018	Yujun Lin Song Han Huizi Mao Yu Wang William J. Dally	1
+ PDF Chat	Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning	2020	Anis Elgabli Jihong Park Amrit Singh Bedi Chaouki Ben Issaid Mehdi Bennis Vaneet Aggarwal	1
+ PDF Chat	The Dynamics of Message Passing on Dense Graphs, with Applications to Compressed Sensing	2011	Mohsen Bayati Andrea Montanari	1
+	Bayesian Federated Learning over Wireless Networks	2020	Seunghoon Lee Chanho Park Song‐Nam Hong Yonina C. Eldar Namyoon Lee	1
+ PDF Chat	Message-Passing De-Quantization With Applications to Compressed Sensing	2012	Ulugbek S. Kamilov Vivek K Goyal Sundeep Rangan	1
+ PDF Chat	Addressing Class Imbalance in Federated Learning	2021	Lixu Wang Shichao Xu Xiao Wang Qi Zhu	1
+ PDF Chat	Communication-Efficient Federated Learning via Quantized Compressed Sensing	2022	Yongjeong Oh Namyoon Lee Yo–Seb Jeon H. Vincent Poor	1
+	Federated Optimization Algorithms with Random Reshuffling and Gradient Compression	2022	Abdurakhmon Sadiev Grigory Malinovsky Eduard Gorbunov Igor Sokolov Ahmed Khaled Konstantin Burlachenko Peter Richtárik	1
+	Federated Learning: Strategies for Improving Communication Efficiency	2016	Jakub Konečný H. Brendan McMahan Felix X. Yu Peter Richtárik Ananda Theertha Suresh Dave Bacon	1
+ PDF Chat	Rethinking normalization methods in federated learning	2022	Zhixu Du Jingwei Sun Ang Li Pin‐Yu Chen Jianyi Zhang Hai Li Yiran Chen	1
+ PDF Chat	1-Bit Compressive Sensing for Efficient Federated Learning Over the Air	2022	Xin Fan Yue Wang Yan Huo Zhi Tian	1
+ PDF Chat	FedDQ: Communication-Efficient Federated Learning with Descending Quantization	2022	Linping Qu Shenghui Song Chi-Ying Tsui	1
+	Quantized Iterative Hard Thresholding: Bridging 1-bit and High-Resolution Quantized Compressed Sensing	2013	Laurent Jacques Kévin Degraux Christophe De Vleeschouwer	1
+	Federated Optimization:Distributed Optimization Beyond the Datacenter	2015	Jakub Konečný H. Brendan McMahan Daniel Ramage	1
+ PDF Chat	Randomly Spread CDMA: Asymptotics Via Statistical Physics	2005	Dongning Guo Sergio Verdú	1
+ PDF Chat	Generalized approximate message passing for estimation with random linear mixing	2011	Sundeep Rangan	1
+ PDF Chat	Quantization Bounds on Grassmann Manifolds and Applications to MIMO Communications	2008	Wei Dai Youjian Liu Brian Rider	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Throughput Analysis of Massive MIMO Uplink With Low-Resolution ADCs	2017	Sven Jacobsson Giuseppe Durisi Mikael Coldrey Ulf Gustavsson Christoph Studer	1
+	QSGD: Randomized Quantization for Communication-Optimal Stochastic Gradient Descent	2016	Dan Alistarh Jerry Li Ryota Tomioka Milan Vojnović	1
+	Federated Learning: Strategies for Improving Communication Efficiency	2016	Jakub Konečný H. Brendan McMahan Felix X. Yu Peter Richtárik Ananda Theertha Suresh Dave Bacon	1
+ PDF Chat	Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning	2019	Hao Yu Sen Yang Shenghuo Zhu	1