Rong-Rong Chen

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 50

Top Topics

Markov Chain Monte Carlo

Private Information Retrieval

Distributed Computing

Top Venues

IEEE Trans. Commun.

Publications

Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization. CoRR (2024)
Xiang Huang, Rong-Rong Chen
An Improved Dictionary Design for Multicarrier Underwater Transmission. ACSSC (2023)
Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji
Rethinking the Data Heterogeneity in Federated Learning. ACSSC (2023)
Joohyun Cho, Mingxi Liu, Yi Zhou, Rong-Rong Chen
Multi-Agent Recurrent Deterministic Policy Gradient with Inter-Agent Communication. ACSSC (2023)
Nicholas Woolsey, Xingyue Wang, Rong-Rong Chen, Mingyue Ji
FLCD: A Flexible Low Complexity Design of Coded Distributed Computing. IEEE Trans. Cloud Comput. 11 (1) (2023)
Xiang Huang, Arman Farhang, Rong-Rong Chen
Channel Estimation and Turbo Equalization for Coded OTFS and OFDM: A Comparison. IEEE Wirel. Commun. Lett. 12 (9) (2023)
Ziyi Chen, Yi Zhou, Rong-Rong Chen
Multi-Agent Off-Policy TDC with Near-Optimal Sample and Communication Complexities. Trans. Mach. Learn. Res. 2022 (2022)
Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD. AAAI (2022)
Ziyi Chen, Yi Zhou, Rong-Rong Chen, Shaofeng Zou
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis. ICML (2022)
Joohyun Cho, Xiang Huang, Rong-Rong Chen
Two Time-Scale Learning for Beamforming and Phase Shift Design in RIS-aided Networks. ICC (2022)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
A New Combinatorial Coded Design for Heterogeneous Distributed Computing. IEEE Trans. Commun. 69 (9) (2021)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
A Combinatorial Design for Cascaded Coded Distributed Computing on General Networks. IEEE Trans. Commun. 69 (9) (2021)
Nicholas Woolsey, Jörg Kliewer, Rong-Rong Chen, Mingyue Ji
A Practical Algorithm Design and Evaluation for Heterogeneous Elastic Computing with Stragglers. CoRR (2021)
Nicholas Woolsey, Jörg Kliewer, Rong-Rong Chen, Mingyue Ji
A Practical Algorithm Design and Evaluation for Heterogeneous Elastic Computing with Stragglers. GLOBECOM (2021)
Joohyun Cho, Mingxi Liu, Yi Zhou, Rong-Rong Chen
Communication-Free Two-Stage Multi-Agent DDPG under Partial States and Observations. ACSCC (2021)
Xiang Huang, Joohyun Cho, Kazem Hashemizadeh, Rong-Rong Chen
Extrinsic Neural Network Equalizer for Channels with High Inter-Symbol-Interference. ICC (2021)
S. K. HashemizadehKolowri, Rong-Rong Chen, Ganesh Adluru, Douglas C. Dean III, Elisabeth A. Wilde, Andrew L. Alexander, Edward V. R. DiBella
Simultaneous multi-slice image reconstruction using regularized image domain split slice-GRAPPA for diffusion MRI. Medical Image Anal. 70 (2021)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Coded Elastic Computing on Machines With Heterogeneous Storage and Computation Speed. IEEE Trans. Commun. 69 (5) (2021)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Towards Finite File Packetizations in Wireless Device-to-Device Caching Networks. IEEE Trans. Commun. 68 (9) (2020)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Heterogeneous Computation Assignments in Coded Elastic Computing. CoRR (2020)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Uncoded Placement With Linear Sub-Messages for Private Information Retrieval From Storage Constrained Databases. IEEE Trans. Commun. 68 (10) (2020)
Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji
Local Averaging Helps: Hierarchical Federated Learning and Convergence Analysis. CoRR (2020)
Nicholas Woolsey, Xingyue Wang, Rong-Rong Chen, Mingyue Ji
FLCD: A Flexible Low Complexity Design of Coded Distributed Computing. CoRR (2020)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Coded Distributed Computing with Heterogeneous Function Assignments. ICC (2020)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
A New Combinatorial Coded Design for Heterogeneous Distributed Computing. CoRR (2020)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
A Combinatorial Design for Cascaded Coded Distributed Computing on General Networks. CoRR (2020)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Coded Elastic Computing on Machines with Heterogeneous Storage and Computation Speed. CoRR (2020)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Heterogeneous Computation Assignments in Coded Elastic Computing. ISIT (2020)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Cascaded Coded Distributed Computing on Heterogeneous Networks. CoRR (2019)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Coded Distributed Computing with Heterogeneous Function Assignments. CoRR (2019)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
A New Design of Private Information Retrieval for Storage Constrained Databases. CoRR (2019)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
A New Design of Private Information Retrieval for Storage Constrained Databases. ISIT (2019)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Cascaded Coded Distributed Computing on Heterogeneous Networks. ISIT (2019)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases. CoRR (2019)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases. GLOBECOM (2019)
S. K. HashemizadehKolowri, Rong-Rong Chen, Edward V. R. DiBella, Edward W. Hsu, Leslie Ying, Ganesh Adluru
Improving image reconstructions for simultaneous multi-slice readout-segmented diffusion MRI data with phase errors. ISBI (2018)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
A New Combinatorial Design of Coded Distributed Computing. CoRR (2018)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
A New Combinatorial Design of Coded Distributed Computing. ISIT (2018)
Ahmad RezazadehReyhani, Arman Farhang, Mingyue Ji, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Analysis of Discrete-Time MIMO OFDM-Based Orthogonal Time Frequency Space Modulation. ICC (2018)
Mingyue Ji, Rong-Rong Chen
Fundamental Limits of Wireless Distributed Computing Networks. INFOCOM (2018)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Coded Caching in Wireless Device-to-Device Networks Using a Hypercube Approach. ICC Workshops (2018)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Towards Practical File Packetizations in Wireless Device-to-Device Caching Networks. CoRR (2017)
Jonathan C. Hedstrom, Chung Him (George) Yuen, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Achieving Near MAP Performance with an Excited Markov Chain Monte Carlo MIMO Detector. CoRR (2017)
Mingyue Ji, Rong-Rong Chen, Giuseppe Caire, Andreas F. Molisch
Fundamental limits of distributed caching in multihop D2D wireless networks. ISIT (2017)
Ahmad RezazadehReyhani, Arman Farhang, Mingyue Ji, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Analysis of Discrete-Time MIMO OFDM-Based Orthogonal Time Frequency Space Modulation. CoRR (2017)
Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji
Device-to-Device Caching Networks with Subquadratic Subpacketizations. GLOBECOM (2017)
Jonathan C. Hedstrom, Chung Him (George) Yuen, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Achieving Near MAP Performance With an Excited Markov Chain Monte Carlo MIMO Detector. IEEE Trans. Wirel. Commun. 16 (12) (2017)
Jonathan C. Hedstrom, Chung Him (George) Yuen, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Excited Markov Chain Monte Carlo MIMO detector with 8-antenna 802.11ac testbed demonstration. ICC (2017)
Xuehong Mao, S. K. Hashemizadeh, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Soft Decision Directed Dual-Layer Channel Estimation for Time-Varying MIMO Channels. WCNC (2017)
Mingyue Ji, Rong-Rong Chen
Caching and Coded Multicasting in Slow Fading Environment. WCNC (2017)
Huajun She, Rong-Rong Chen, Edward V. R. DiBella, Matthias Schabel, Leslie Ying
Highly accelerated dynamic contrast-enhanced MRI with temporal constrained reconstruction. EMBC (2014)
Xuehong Mao, Rong-Rong Chen, Huajun She, Behrouz Farhang-Boroujeny
Decorrelation MIMO Receiver for Block Fading Channels. IEEE Commun. Lett. 17 (11) (2013)
Huajun She, Rong-Rong Chen, Dong Liang, Edward V. R. Di Bella, Leslie Ying
Simultaneous image reconstruction and sensitivity estimation in parallel MRI using blind compressed sensing. ISBI (2012)
Yung-Hsiu Lin, Rong-Rong Chen, Sophie Huey-Ming Guo, Su-Chien Chiang, Her-Kun Chang
Sharing Personal Health Information Via Service-Oriented Computing: A Case of Long-Term Care. J. Medical Syst. 36 (6) (2012)
Tung-Hung Lu, Hsing-Chen Lin, Yueh-Hsuan Lee, Rong-Rong Chen, Hsueh-Lin Chen, Shu-Yuan Chang, Ji-Ding Chen, Bo-Ru Wu, Tsong-Ho Wu
A motion-sensing enabled personalized exercise system for cardiac rehabilitation. Healthcom (2012)
Rong-Rong Chen, Yung-Hsiu Lin, Her-Kun Chang
Analysing information behaviour in structured service encounters: a case of call centre operations. Inf. Res. 17 (2) (2012)
Yung-Hsiu Lin, Rong-Rong Chen, Sophie Huey-Ming Guo, Hui-Yu Chang, Her-Kun Chang
Developing a Web 2.0 Diabetes Care Support System with Evaluation from Care Provider Perspectives. J. Medical Syst. 36 (4) (2012)
Hong Wan, Rong-Rong Chen, Jun Won Choi, Andrew C. Singer, James C. Preisig, Behrouz Farhang-Boroujeny
Markov Chain Monte Carlo Detection for Frequency-Selective Channels Using List Channel Estimates. IEEE J. Sel. Top. Signal Process. 5 (8) (2011)
Rong-Rong Chen, Yen-I Chiang, P. Pete Chong, Yung-Hsiu Lin, Her-Kun Chang
Rough set analysis on call center metrics. Appl. Soft Comput. 11 (4) (2011)
Rong-Rong Chen, Koon Hoo Teo, Behrouz Farhang-Boroujeny
Random Access Protocols for Collaborative Spectrum Sensing in Multi-Band Cognitive Radio Networks. IEEE J. Sel. Top. Signal Process. 5 (1) (2011)
Dong Liang, Edward V. R. Di Bella, Rong-Rong Chen, Leslie Ying
K-T ISD: Compressed sensing with iterative support detection for dynamic MRI. ISBI (2011)
Pooyan Amini, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Filterbank multicarrier for underwater communications. Allerton (2011)
Rong-Rong Chen, Ananthanarayanan Chockalingam, Geert Leus, Riccardo Raheli, Andrew C. Singer
Introduction to the Issue on Soft Detection for Wireless Transmission. IEEE J. Sel. Top. Signal Process. 5 (8) (2011)
Rong-Rong Chen, Xin Liu
Delay Performance of Threshold Policies for Dynamic Spectrum Access. IEEE Trans. Wirel. Commun. 10 (7) (2011)
Xuehong Mao, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Iterative data detection and decoding using list channel estimation and Markov Chain Monte Carlo. ISIT (2010)
Rong-Rong Chen, Yung-Hsiu Lin, Ta-Wei Shih, Her-Kun Chang
Supporting Service Management with Service Encounters Analysis: A Case on Call Centre Outsourcing Operations. PACIS (2010)
Ronghui Peng, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Markov chain monte carlo detectors for channels with intersymbol interference. IEEE Trans. Signal Process. 58 (4) (2010)
Rong-Rong Chen, Ronghui Peng, Alexei E. Ashikhmin, Behrouz Farhang-Boroujeny
Approaching MIMO capacity using bitwise Markov Chain Monte Carlo detection. IEEE Trans. Commun. 58 (2) (2010)
Hong Wan, Rong-Rong Chen, Yingbin Liang
Optimality of beamforming for MIMO multiple access channels via virtual representation. IEEE Trans. Signal Process. 58 (10) (2010)
Hong Wan, Rong-Rong Chen, Jun Won Choi, Andrew C. Singer, James C. Preisig, Behrouz Farhang-Boroujeny
Stochastic Expectation Maximization Algorithm for Long-Memory Fast-Fading Channels. GLOBECOM (2010)
Hong Wan, Rong-Rong Chen, Jun Won Choi, Andrew C. Singer, James C. Preisig, Behrouz Farhang-Boroujeny
Markov Chain Monte Carlo detection for underwater acoustic channels. ITA (2010)
Hong Wan, Rong-Rong Chen, Jun Won Choi, James C. Preisig, Behrouz Farhang-Boroujeny
Markov Chain Monte Carlo detection over time-varying frequency-selective channels. Allerton (2010)
Salam Akoum, Ronghui Peng, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Markov Chain Monte Carlo Detection Methods for High SNR Regimes. ICC (2009)
Ehsan Azarnasab, Rong-Rong Chen, Koon Hoo Teo, Zhifeng Tao, Behrouz Farhang-Boroujeny
Medium Access Control Signaling for Reliable Spectrum Agile Radios. GLOBECOM (2009)
Ronghui Peng, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Low Complexity Markov Chain Monte Carlo Detector for Channels with Intersymbol Interference. ICC (2009)
Yung-Hsiu Lin, Sophie Huey-Ming Guo, Rong-Rong Chen, Her-Kun Chang
Developing diabetes self-care supporting service: A systemic approach. SOCA (2009)
Rong-Rong Chen, Ronghui Peng
Performance of channel coded noncoherent systems: modulation choice, information rate, and Markov chain Monte Carlo detection. IEEE Trans. Commun. 57 (10) (2009)
Hong Wan, Rong-Rong Chen, Yingbin Liang
Optimality of beamforming in MIMO multi-access channels via virtual representation. ISIT (2008)
Ronghui Peng, Koon Hoo Teo, Jinyun Zhang, Rong-Rong Chen
Low-Complexity Hybrid QRD-MCMC MIMO Detection. GLOBECOM (2008)
Hong Wan, Rong-Rong Chen
Beamforming codebook design for temporally correlated fading channels. Allerton (2008)
Ronghui Peng, Rong-Rong Chen
Application of Nonbinary LDPC Cycle Codes to MIMO Channels. IEEE Trans. Wirel. Commun. 7 (6) (2008)
Ronghui Peng, Rong-Rong Chen
Application of Nonbinary LDPC Codes for Communication over Fading Channels Using Higher Order Modulations. GLOBECOM (2006)
Haidong Zhu, Behrouz Farhang-Boroujeny, Rong-Rong Chen
On performance of sphere decoding and Markov chain Monte Carlo detection methods. IEEE Signal Process. Lett. 12 (10) (2005)
Rong-Rong Chen, Ronghui Peng
Noncoherent detection based on Markov Chain Monte Carlo methods for block fading channels. GLOBECOM (2005)
Rong-Rong Chen, Bruce E. Hajek, Ralf Koetter, Upamanyu Madhow
On fixed input distributions for noncoherent communication over high-SNR Rayleigh-fading channels. IEEE Trans. Inf. Theory 50 (12) (2004)
Haidong Zhu, Rong-Rong Chen, Behrouz Farhang-Boroujeny
Capacity of pilot-aided MIMO communication systems. ISIT (2004)
Rong-Rong Chen, Ralf Koetter, Upamanyu Madhow, Dakshi Agrawal
Joint noncoherent demodulation and decoding for the block fading channel: a practical framework for approaching Shannon capacity. IEEE Trans. Commun. 51 (10) (2003)
Rong-Rong Chen, Sean P. Meyn
Value iteration and optimization of multiclass queueing networks. Queueing Syst. Theory Appl. 32 (1-3) (1999)