Jingge Zhu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Non-Asymptotic Bounds for Closed-Loop Identification of Unstable Nonlinear Stochastic Systems	2024	Seth Siriya Jingge Zhu Dragan Nešić Ye Pu
+ PDF Chat	Power Allocation for Compute-and-Forward over Fading Channels	2024	Lanwei Zhang Jamie Evans Jingge Zhu
+ PDF Chat	Compute-Forward Multiple Access for Gaussian MIMO Channels	2024	Lanwei Zhang Jamie Evans Jingge Zhu
+ PDF Chat	On the Generalization for Transfer Learning: An Information-Theoretic Analysis	2024	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+ PDF Chat	GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks	2024	Lili Chen Jingge Zhu Jamie Evans
+ PDF Chat	Simultaneous Computation and Communication over MAC	2024	Matthias Frey Igor Bjelaković Michael Gastpar Jingge Zhu
+ PDF Chat	Compute-Forward Multiple Access for Gaussian Fast Fading Channels	2024	Lanwei Zhang Jingge Zhu Jamie Evans
+ PDF Chat	GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks	2024	Lili Chen Jingge Zhu Jamie Evans
+ PDF Chat	Compute-Forward Multiple Access for Gaussian Fast Fading Channels	2024	Lanwei Zhang Jamie Evans Jingge Zhu
+ PDF Chat	Simultaneous Computation and Communication over MAC	2024	Matthias Frey Igor Bjelaković Michael Gastpar Jingge Zhu
+ PDF Chat	Stability Bounds for Learning-Based Adaptive Control of Discrete-Time Multi-Dimensional Stochastic Linear Systems with Input Constraints	2023	Seth Siriya Jingge Zhu Dragan Nešić Ye Pu
+ PDF Chat	Accelerating Graph Neural Networks via Edge Pruning for Power Allocation in Wireless Networks	2023	Lili Chen Jingge Zhu Jamie Evans
+ PDF Chat	Coded Distributed Image Classification	2023	Jiepeng Tang Navneet Agrawal Sławomir Stańczak Jingge Zhu
+	A Bayesian approach to (online) transfer learning: Theory and algorithms	2023	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+ PDF Chat	Learning Channel Codes from Data: Performance Guarantees in the Finite Blocklength Regime	2023	Neil Irwin Bernardo Jingge Zhu Jamie Evans
+ PDF Chat	CFMA for Gaussian MIMO Multiple Access Channels	2023	Lanwei Zhang Jamie Evans Jingge Zhu
+ PDF Chat	Graph Neural Networks for Power Allocation in Wireless Networks with Full Duplex Nodes	2023	Lili Chen Jingge Zhu Jamie Evans
+	On the Value of Stochastic Side Information in Online Learning	2023	Junzhang Jia Xuetong Wu Jamie Evans Jingge Zhu
+	Committed Private Information Retrieval	2023	Quang Cao Hong Yen Tran Son Hoang Dau Xun Yi Emanuele Viterbo Chen Feng Yu-Chih Huang Jingge Zhu Stanislav Kruglik Han Mao Kiah
+	On the Value of Stochastic Side Information in Online Learning	2023	Junzhang Jia Xuetong Wu Jingge Zhu Jamie Evans
+	On the tightness of information-theoretic bounds on generalization error of learning algorithms	2023	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+	Graph Neural Networks for Power Allocation in Wireless Networks with Full Duplex Nodes	2023	Lili Chen Jingge Zhu Jamie Evans
+	Stability Bounds for Learning-Based Adaptive Control of Discrete-Time Multi-Dimensional Stochastic Linear Systems with Input Constraints	2023	Seth Siriya Jingge Zhu Dragan Nešić Ye Pu
+	Learning Channel Codes from Data: Performance Guarantees in the Finite Blocklength Regime	2023	Neil Irwin Bernardo Jingge Zhu Jamie Evans
+ PDF Chat	Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers	2023	Neil Irwin Bernardo Jingge Zhu Yonina C. Eldar Jamie Evans
+	Accelerating Graph Neural Networks via Edge Pruning for Power Allocation in Wireless Networks	2023	Lili Chen Jingge Zhu Jamie Evans
+	CFMA for Gaussian MIMO Multiple Access Channels	2023	Lanwei Zhang Jamie Evans Jingge Zhu
+	Coded Distributed Image Classification	2023	Jiepeng Tang Navneet Agrawal Sławomir Stańczak Jingge Zhu
+ PDF Chat	Learning-Based Adaptive Control for Stochastic Linear Systems With Input Constraints	2022	Seth Siriya Jingge Zhu Dragan Nešić Ye Pu
+ PDF Chat	A Learning-Based Approach to Approximate Coded Computation	2022	Navneet Agrawal Yuqin Qiu Matthias Frey Igor Bjelaković Setareh Maghsudi Sławomir Stańczak Jingge Zhu
+ PDF Chat	Fast Rate Generalization Error Bounds: Variations on a Theme	2022	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+ PDF Chat	Capacity Bounds for One-Bit MIMO Gaussian Channels With Analog Combining	2022	Neil Irwin Bernardo Jingge Zhu Yonina C. Eldar Jamie Evans
+ PDF Chat	On the Capacity-Achieving Input of the Gaussian Channel With Polar Quantization	2022	Neil Irwin Bernardo Jingge Zhu Jamie Evans
+ PDF Chat	On the Capacity-Achieving Input of Channels With Phase Quantization	2022	Neil Irwin Bernardo Jingge Zhu Jamie Evans
+	Capacity Bounds for One-Bit MIMO Gaussian Channels with Analog Combining	2022	Neil Irwin Bernardo Jingge Zhu Yonina C. Eldar Jamie Evans
+	Fast Rate Generalization Error Bounds: Variations on a Theme	2022	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+	On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis	2022	Xuetong Wu Mingming Gong Jonathan H. Manton Uwe Aickelin Jingge Zhu
+	Parallel Private Retrieval of Merkle Proofs via Tree Colorings	2022	Quang Cao Rinaldo Gagiano Duy C. Huynh Xun Yi Son Hoang Dau Phuc Lu Le Quang-Hung Luu Emanuele Viterbo Yu-Chih Huang Jingge Zhu
+	A Learning-Based Approach to Approximate Coded Computation	2022	Navneet Agrawal Yuqin Qiu Matthias Frey Igor Bjelaković Setareh Maghsudi Sławomir Stańczak Jingge Zhu
+	An Information-Theoretic Analysis for Transfer Learning: Error Bounds and Applications	2022	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+	Design and Analysis of Hardware-limited Non-uniform Task-based Quantizers	2022	Neil Irwin Bernardo Jingge Zhu Yonina C. Eldar Jamie Evans
+	Learning-Based Adaptive Control for Stochastic Linear Systems with Input Constraints	2022	Seth Siriya Jingge Zhu Dragan Nešić Ye Pu
+ PDF Chat	On Minimizing Symbol Error Rate Over Fading Channels With Low-Resolution Quantization	2021	Neil Irwin Bernardo Jingge Zhu Jamie Evans
+ PDF Chat	Is Phase Shift Keying Optimal for Channels with Phase-Quantized Output?	2021	Neil Irwin Bernardo Jingge Zhu Jamie Evans
+ PDF Chat	Online Transfer Learning: Negative Transfer and Effect of Prior Knowledge	2021	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+	Online Transfer Learning: Negative Transfer and Effect of Prior Knowledge	2021	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+	A Bayesian Approach to (Online) Transfer Learning: Theory and Algorithms	2021	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+ PDF Chat	Information-theoretic analysis for transfer learning	2020	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+	Semi-Supervised Learning: the Case When Unlabeled Data is Equally Useful	2020	Jingge Zhu
+	Information-theoretic analysis for transfer learning	2020	Xuetong Wu Jonathan H. Manton Uwe Aickelin Jingge Zhu
+	Semi-Supervised Learning: the Case When Unlabeled Data is Equally Useful	2020	Jingge Zhu
+	Analysis of Nakamoto Consensus, Revisited	2019	Jianyu Niu Chen Feng Son Hoang Dau Yu-Chih Huang Jingge Zhu
+	Analysis of Nakamoto Consensus, Revisited	2019	Jianyu Niu Feng Chen Son Hoang Dau Yu-Chih Huang Jingge Zhu
+ PDF Chat	Communication Versus Computation: Duality for Multiple-Access Channels and Source Coding	2018	Jingge Zhu Sung Hoon Lim Michael Gastpar
+	Customized Local Differential Privacy for Multi-Agent Distributed Optimization	2018	Roel Dobbe Ye Pu Jingge Zhu Kannan Ramchandran Claire J. Tomlin
+ PDF Chat	A sequential approximation framework for coded distributed optimization	2017	Jingge Zhu Ye Pu Vipul Gupta Claire J. Tomlin Kannan Ramchandran
+	Communication versus Computation: Duality for multiple access channels and source coding	2017	Jingge Zhu Sung Hoon Lim Michael Gastpar
+	A Sequential Approximation Framework for Coded Distributed Optimization	2017	Jingge Zhu Ye Pu Vipul Gupta Claire J. Tomlin Kannan Ramchandran
+	Compute--Forward Multiple Access (CFMA): Practical Code Design	2017	Erixhen Sula Jingge Zhu Adriano Pastore Sung Hoon Lim Michael Gastpar
+ PDF Chat	Gaussian Multiple Access via Compute-and-Forward	2016	Jingge Zhu Michael Gastpar
+ PDF Chat	Typical sumsets of linear codes	2016	Jingge Zhu Michael Gastpar
+ PDF Chat	Lattice Codes for Many-to-One Interference Channels With and Without Cognitive Messages	2015	Jingge Zhu Michael Gastpar
+	Typical sumsets of linear codes	2015	Jingge Zhu Michael Gastpar
+	Asymmetric Compute-and-Forward with CSIT	2014	Jingge Zhu Michael Gastpar
+	Asymmetric Compute-and-Forward with CSIT	2014	Jingge Zhu Michael Gastpar
+ PDF Chat	Cooperative Secret Communication with Artificial Noise in Symmetric Interference Channel	2010	Jingge Zhu Jianhua Mo Meixia Tao
+	Fast Methods for Estimating the Distance to Uncontrollability	2006	Ming Gu Emre Mengi Michael L. Overton Jianlin Xia Jingge Zhu

Common Coauthors

Coauthor	Papers Together
Jamie Evans	24
Xuetong Wu	14
Jonathan H. Manton	12
Uwe Aickelin	12
Michael Gastpar	11
Neil Irwin Bernardo	10
Ye Pu	8
Lanwei Zhang	6
Lili Chen	6
Seth Siriya	5
Dragan Nešić	5
Matthias Frey	4
Igor Bjelaković	4
Sławomir Stańczak	4
Yu-Chih Huang	4
Son Hoang Dau	4
Yonina C. Eldar	4
Kannan Ramchandran	3
Sung Hoon Lim	3
Claire J. Tomlin	3
Navneet Agrawal	3
Emanuele Viterbo	2
Quang Cao	2
Xun Yi	2
Jiepeng Tang	2
Junzhang Jia	2
Vipul Gupta	2
Jianyu Niu	2
Setareh Maghsudi	2
Meixia Tao	1
Jianhua Mo	1
Hong Yen Tran	1
Michael L. Overton	1
Rinaldo Gagiano	1
Yuqin Qiu	1
Stanislav Kruglik	1
Quang-Hung Luu	1
Erixhen Sula	1
Han Mao Kiah	1
Mohammad M. Jalalzai	1
Feng Chen	1
Feng Chen	1
Chen Feng	1
Mingming Gong	1
Ming Gu	1
Navneet Agrawal	1
Roel Dobbe	1
Chen Feng	1
Duy C. Huynh	1
Emre Mengi	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Compute-and-Forward: Harnessing Interference Through Structured Codes	2011	Bobak Nazer Michael Gastpar	10
+ PDF Chat	Joint Physical Layer Coding and Network Coding for Bidirectional Relaying	2010	Makesh Pravin Wilson Krishna R. Narayanan Henry D. Pfister Alex Sprintson	8
+ PDF Chat	Low power analog-to-digital conversion in millimeter wave systems: Impact of resolution and bandwidth on performance	2015	Oner Orhan Elza Erkip Sundeep Rangan	5
+ PDF Chat	Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis	2020	Yifei Shen Yuanming Shi Jun Zhang Khaled B. Letaief	5
+ PDF Chat	At Low SNR, Asymmetric Quantizers are Better	2013	Tobias Koch Amos Lapidoth	5
+	Information-theoretic asymptotics of Bayes methods	1990	Bertrand Clarke Andrew R. Barron	5
+ PDF Chat	Towards Optimal Power Control via Ensembling Deep Neural Networks	2019	Fei Liang Cong Shen Wei Yu Feng Wu	5
+ PDF Chat	Low-Resolution Quantization in Phase Modulated Systems: Optimum Detectors and Error Rate Analysis	2020	Samiru Gayan Rajitha Senanayake Hazer İnaltekin Jamie Evans	4
+	Learning to Optimize: Training Deep Neural Networks for Interference Management	2018	Haoran Sun Xiangyi Chen Qingjiang Shi Mingyi Hong Xiao Fu Nicholas D. Sidiropoulos	4
+ PDF Chat	Dependence measures bounding the exploration bias for general measurements	2017	Jiantao Jiao Yanjun Han Tsachy Weissman	4
+ PDF Chat	Learning Decentralized Wireless Resource Allocations With Graph Neural Networks	2022	Zhiyang Wang Mark Eisen Alejandro Ribeiro	4
+ PDF Chat	Advanced Receiver Architectures for Millimeter-Wave Communications with Low-Resolution ADCs	2020	Jinseok Choi Gilwon Lee Ahmed Alkhateeb Alan Gatherer Naofal Al‐Dhahir Brian L. Evans	4
+ PDF Chat	One-bit massive MIMO: Channel estimation and high-order modulations	2015	Sven Jacobsson Giuseppe Durisi Mikael Coldrey Ulf Gustavsson Christoph Studer	4
+ PDF Chat	A Comprehensive Survey on Transfer Learning	2020	Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He	4
+ PDF Chat	Massive MIMO with Non-Ideal Arbitrary Arrays: Hardware Scaling Laws and Circuit-Aware Design	2015	Emil Björnson Michail Matthaiou Mérouane Debbah	4
+	Polynomial codes: an optimal design for high-dimensional coded matrix multiplication	2017	Qian Yu Mohammad Ali Maddah-Ali A. Salman Avestimehr	3
+ PDF Chat	Capacity Analysis of One-Bit Quantized MIMO Systems With Transmitter Channel State Information	2015	Jianhua Mo Robert W. Heath	3
+ PDF Chat	On Minimizing Symbol Error Rate Over Fading Channels With Low-Resolution Quantization	2021	Neil Irwin Bernardo Jingge Zhu Jamie Evans	3
+ PDF Chat	Precoded Integer-Forcing Universally Achieves the MIMO Capacity to Within a Constant Gap	2014	Or Ordentlich Uri Erez	3
+	A Joint Typicality Approach to Algebraic Network Information Theory	2016	Sung Hoon Lim Chen Feng Adriano Pastore Bobak Nazer Michael Gastpar	3
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	3
+ PDF Chat	Graph Neural Networks for Power Allocation in Wireless Networks with Full Duplex Nodes	2023	Lili Chen Jingge Zhu Jamie Evans	3
+ PDF Chat	On the Capacity-Achieving Input of Channels With Phase Quantization	2022	Neil Irwin Bernardo Jingge Zhu Jamie Evans	3
+	Information-theoretic analysis of generalization capability of learning algorithms	2017	Aolin Xu Maxim Raginsky	3
+	On extreme points of convex sets	1962	Lester E. Dubins	3
+	Controlling Bias in Adaptive Data Analysis Using Information Theory	2016	Daniel Russo James Zou	3
+ PDF Chat	Tightening Mutual Information-Based Bounds on Generalization Error	2020	Yuheng Bu Shaofeng Zou Venugopal V. Veeravalli	3
+ PDF Chat	Computing sum of sources over an arbitrary multiple access channel	2013	Arun Padakandla S. Sandeep Pradhan	3
+	Online Transfer Learning in Reinforcement Learning Domains	2015	Yusen Zhan Matthew E. Taylor	3
+ PDF Chat	On the empirical estimation of integral probability metrics	2012	Bharath K. Sriperumbudur Kenji Fukumizu Arthur Gretton Bernhard Schölkopf Gert Lanckriet	3
+ PDF Chat	Integer-Forcing Linear Receivers	2014	Jiening Zhan Bobak Nazer Uri Erez Michael Gastpar	3
+ PDF Chat	Typical sumsets of linear codes	2016	Jingge Zhu Michael Gastpar	3
+	Bridging Theory and Algorithm for Domain Adaptation	2019	Yuchen Zhang Tianle Liu Mingsheng Long Michael I. Jordan	3
+ PDF Chat	Experiment-Driven Characterization of Full-Duplex Wireless Systems	2012	Melissa Duarte Chris Dick Ashutosh Sabharwal	2
+	Asymmetric Compute-and-Forward with CSIT	2014	Jingge Zhu Michael Gastpar	2
+ PDF Chat	Bayes-Optimal Joint Channel-and-Data Estimation for Massive MIMO With Low-Precision ADCs	2015	Chao-Kai Wen Chang-Jen Wang Shi Jin Kai‐Kit Wong Pangan Ting	2
+ PDF Chat	Phase-Quantized Block Noncoherent Communication	2013	Jaspreet Singh Upamanyu Madhow	2
+	How Powerful are Graph Neural Networks?	2018	Keyulu Xu Weihua Hu Jure Leskovec Stefanie Jegelka	2
+	Refined Error Bounds for Several Learning Algorithms	2015	Steve Hanneke	2
+ PDF Chat	OverSketch: Approximate Matrix Multiplication for the Cloud	2018	Vipul Gupta Shusen Wang Thomas A. Courtade Kannan Ramchandran	2
+ PDF Chat	Reliable OFDM Receiver With Ultra-Low Resolution ADC	2019	Hanqing Wang Wan-Ting Shih Chao-Kai Wen Shi Jin	2
+ PDF Chat	Convexity, Classification, and Risk Bounds	2006	Peter L. Bartlett Michael I. Jordan Jon McAuliffe	2
+ PDF Chat	Nested Lattice Codes for Gaussian Relay Networks With Interference	2011	Wooseok Nam Sae-Young Chung Yong H. Lee	2
+	Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy	2018	Qian Yu Songze Li Netanel Raviv Seyed Mohammadreza Mousavi Kalan Mahdi Soltanolkotabi Salman Avestimehr	2
+	Learning a Code: Machine Learning for Approximate Non-Linear Coded Computation	2018	Jack Kosaian K. V. Rashmi Shivaram Venkataraman	2
+	On the Optimal Recovery Threshold of Coded Matrix Multiplication	2019	Sanghamitra Dutta Mohammad Fahim Farzin Haddadpour Haewon Jeong Viveck R. Cadambe Pulkit Grover	2
+	Speeding Up Distributed Machine Learning Using Codes	2017	Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos Kannan Ramchandran	2
+	Some aspects of convexity useful in information theory	1980	H. S. Witsenhausen	2
+	Hybrid Architectures With Few-Bit ADC Receivers: Achievable Rates and Energy-Rate Tradeoffs	2017	Jianhua Mo Ahmed Alkhateeb Shadi Abu‐Surra Robert W. Heath	2
+ PDF Chat	Gaussian Interference Channel Capacity to Within One Bit	2008	Raúl Etkin David Tse Hua Wang	2