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2020 – today
- 2024
[c45]Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji:
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization. ICML 2024- [i16]Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji:
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization. CoRR abs/2407.15567 (2024) - 2023
- [j28]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): 470-483 (2023) - [j27]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): 1613-1617 (2023) - [c44]Xiang Huang, Rong-Rong Chen:
An Improved Dictionary Design for Multicarrier Underwater Transmission. ACSSC 2023: 265-269 - [c43]Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji:
Rethinking the Data Heterogeneity in Federated Learning. ACSSC 2023: 624-628 - [c42]Joohyun Cho, Mingxi Liu, Yi Zhou, Rong-Rong Chen:
Multi-Agent Recurrent Deterministic Policy Gradient with Inter-Agent Communication. ACSSC 2023: 1394-1398 - 2022
- [j26]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) - [c41]Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji:
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD. AAAI 2022: 8548-8556 - [c40]Joohyun Cho, Xiang Huang, Rong-Rong Chen:
Two Time-Scale Learning for Beamforming and Phase Shift Design in RIS-aided Networks. ICC 2022: 2627-2632 - [c39]Ziyi Chen, Yi Zhou, Rong-Rong Chen, Shaofeng Zou:
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis. ICML 2022: 3794-3834 - 2021
- [j25]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: 102000 (2021) - [j24]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Coded Elastic Computing on Machines With Heterogeneous Storage and Computation Speed. IEEE Trans. Commun. 69(5): 2894-2908 (2021) - [j23]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
A New Combinatorial Coded Design for Heterogeneous Distributed Computing. IEEE Trans. Commun. 69(9): 5672-5685 (2021) - [j22]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
A Combinatorial Design for Cascaded Coded Distributed Computing on General Networks. IEEE Trans. Commun. 69(9): 5686-5700 (2021) - [c38]Joohyun Cho, Mingxi Liu, Yi Zhou, Rong-Rong Chen:
Communication-Free Two-Stage Multi-Agent DDPG under Partial States and Observations. ACSCC 2021: 459-463 - [c37]Nicholas Woolsey, Jörg Kliewer, Rong-Rong Chen, Mingyue Ji:
A Practical Algorithm Design and Evaluation for Heterogeneous Elastic Computing with Stragglers. GLOBECOM 2021: 1-6 - [c36]Xiang Huang, Joohyun Cho, Kazem Hashemizadeh, Rong-Rong Chen:
Extrinsic Neural Network Equalizer for Channels with High Inter-Symbol-Interference. ICC 2021: 1-6 - [i15]Nicholas Woolsey, Jörg Kliewer, Rong-Rong Chen, Mingyue Ji:
A Practical Algorithm Design and Evaluation for Heterogeneous Elastic Computing with Stragglers. CoRR abs/2107.08496 (2021) - 2020
- [j21]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Towards Finite File Packetizations in Wireless Device-to-Device Caching Networks. IEEE Trans. Commun. 68(9): 5283-5298 (2020) - [j20]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): 6039-6053 (2020) - [c35]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Coded Distributed Computing with Heterogeneous Function Assignments. ICC 2020: 1-6 - [c34]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Heterogeneous Computation Assignments in Coded Elastic Computing. ISIT 2020: 168-173 - [i14]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Heterogeneous Computation Assignments in Coded Elastic Computing. CoRR abs/2001.04005 (2020) - [i13]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
A New Combinatorial Coded Design for Heterogeneous Distributed Computing. CoRR abs/2007.11116 (2020) - [i12]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
A Combinatorial Design for Cascaded Coded Distributed Computing on General Networks. CoRR abs/2008.00581 (2020) - [i11]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Coded Elastic Computing on Machines with Heterogeneous Storage and Computation Speed. CoRR abs/2008.05141 (2020) - [i10]Nicholas Woolsey, Xingyue Wang, Rong-Rong Chen, Mingyue Ji:
FLCD: A Flexible Low Complexity Design of Coded Distributed Computing. CoRR abs/2008.05631 (2020) - [i9]Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji:
Local Averaging Helps: Hierarchical Federated Learning and Convergence Analysis. CoRR abs/2010.12998 (2020)
2010 – 2019
- 2019
- [c33]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases. GLOBECOM 2019: 1-6 - [c32]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
A New Design of Private Information Retrieval for Storage Constrained Databases. ISIT 2019: 1052-1056 - [c31]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Cascaded Coded Distributed Computing on Heterogeneous Networks. ISIT 2019: 2644-2648 - [i8]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
A New Design of Private Information Retrieval for Storage Constrained Databases. CoRR abs/1901.07490 (2019) - [i7]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Cascaded Coded Distributed Computing on Heterogeneous Networks. CoRR abs/1901.07670 (2019) - [i6]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Coded Distributed Computing with Heterogeneous Function Assignments. CoRR abs/1902.10738 (2019) - [i5]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases. CoRR abs/1904.02131 (2019) - 2018
- [c30]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: 1-6 - [c29]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Coded Caching in Wireless Device-to-Device Networks Using a Hypercube Approach. ICC Workshops 2018: 1-6 - [c28]Mingyue Ji, Rong-Rong Chen:
Fundamental Limits of Wireless Distributed Computing Networks. INFOCOM 2018: 2600-2608 - [c27]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: 667-670 - [c26]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
A New Combinatorial Design of Coded Distributed Computing. ISIT 2018: 726-730 - [i4]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
A New Combinatorial Design of Coded Distributed Computing. CoRR abs/1802.03870 (2018) - 2017
- [j19]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): 7718-7732 (2017) - [c25]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Device-to-Device Caching Networks with Subquadratic Subpacketizations. GLOBECOM 2017: 1-6 - [c24]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: 1-7 - [c23]Mingyue Ji, Rong-Rong Chen, Giuseppe Caire, Andreas F. Molisch:
Fundamental limits of distributed caching in multihop D2D wireless networks. ISIT 2017: 2950-2954 - [c22]Mingyue Ji, Rong-Rong Chen:
Caching and Coded Multicasting in Slow Fading Environment. WCNC 2017: 1-6 - [c21]Xuehong Mao, Seyyedkazem Hashemizadehkolowri, Rong-Rong Chen, Behrouz Farhang-Boroujeny:
Soft Decision Directed Dual-Layer Channel Estimation for Time-Varying MIMO Channels. WCNC 2017: 1-6 - [i3]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 abs/1707.03422 (2017) - [i2]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 abs/1710.07900 (2017) - [i1]Nicholas Woolsey, Rong-Rong Chen, Mingyue Ji:
Towards Practical File Packetizations in Wireless Device-to-Device Caching Networks. CoRR abs/1712.07221 (2017) - 2014
- [c20]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: 2408-2411 - 2013
- [j18]Xuehong Mao, Rong-Rong Chen, Huajun She, Behrouz Farhang-Boroujeny:
Decorrelation MIMO Receiver for Block Fading Channels. IEEE Commun. Lett. 17(11): 2112-2115 (2013) - 2012
- [j17]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) - [j16]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): 2085-2095 (2012) - [j15]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): 3563-3571 (2012) - [c19]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: 167-171 - [c18]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: 876-879 - 2011
- [j14]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): 3804-3811 (2011) - [j13]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): 124-136 (2011) - [j12]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): 1397-1399 (2011) - [j11]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): 1537-1547 (2011) - [j10]Rong-Rong Chen, Xin Liu:
Delay Performance of Threshold Policies for Dynamic Spectrum Access. IEEE Trans. Wirel. Commun. 10(7): 2283-2293 (2011) - [c17]Pooyan Amini, Rong-Rong Chen, Behrouz Farhang-Boroujeny:
Filterbank multicarrier for underwater communications. Allerton 2011: 639-646 - [c16]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: 1264-1267 - 2010
- [j9]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): 423-428 (2010) - [j8]Ronghui Peng, Rong-Rong Chen, Behrouz Farhang-Boroujeny:
Markov chain monte carlo detectors for channels with intersymbol interference. IEEE Trans. Signal Process. 58(4): 2206-2217 (2010) - [j7]Hong Wan, Rong-Rong Chen, Yingbin Liang:
Optimality of beamforming for MIMO multiple access channels via virtual representation. IEEE Trans. Signal Process. 58(10): 5458-5463 (2010) - [c15]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: 502-506 - [c14]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: 1-5 - [c13]Xuehong Mao, Rong-Rong Chen, Behrouz Farhang-Boroujeny:
Iterative data detection and decoding using list channel estimation and Markov Chain Monte Carlo. ISIT 2010: 2238-2242 - [c12]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: 44-48 - [c11]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: 191
2000 – 2009
- 2009
- [j6]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): 2841-2845 (2009) - [c10]Ehsan Azarnasab, Rong-Rong Chen, Koon Hoo Teo, Zhifeng Tao, Behrouz Farhang-Boroujeny:
Medium Access Control Signaling for Reliable Spectrum Agile Radios. GLOBECOM 2009: 1-5 - [c9]Salam Akoum, Ronghui Peng, Rong-Rong Chen, Behrouz Farhang-Boroujeny:
Markov Chain Monte Carlo Detection Methods for High SNR Regimes. ICC 2009: 1-5 - [c8]Ronghui Peng, Rong-Rong Chen, Behrouz Farhang-Boroujeny:
Low Complexity Markov Chain Monte Carlo Detector for Channels with Intersymbol Interference. ICC 2009: 1-5 - [c7]Yung-Hsiu Lin, Sophie Huey-Ming Guo, Rong-Rong Chen, Her-Kun Chang:
Developing diabetes self-care supporting service: A systemic approach. SOCA 2009: 1-7 - 2008
- [j5]Ronghui Peng, Rong-Rong Chen:
Application of Nonbinary LDPC Cycle Codes to MIMO Channels. IEEE Trans. Wirel. Commun. 7(6): 2020-2026 (2008) - [c6]Hong Wan, Rong-Rong Chen:
Beamforming codebook design for temporally correlated fading channels. Allerton 2008: 1347-1353 - [c5]Ronghui Peng, Koon Hoo Teo, Jinyun Zhang, Rong-Rong Chen:
Low-Complexity Hybrid QRD-MCMC MIMO Detection. GLOBECOM 2008: 4207-4211 - [c4]Hong Wan, Rong-Rong Chen, Yingbin Liang:
Optimality of beamforming in MIMO multi-access channels via virtual representation. ISIT 2008: 2573-2577 - 2006
- [c3]Ronghui Peng, Rong-Rong Chen:
Application of Nonbinary LDPC Codes for Communication over Fading Channels Using Higher Order Modulations. GLOBECOM 2006 - 2005
- [j4]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): 669-672 (2005) - [c2]Rong-Rong Chen, Ronghui Peng:
Noncoherent detection based on Markov Chain Monte Carlo methods for block fading channels. GLOBECOM 2005: 5 - 2004
- [j3]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): 3390-3396 (2004) - [c1]Haidong Zhu, Rong-Rong Chen, Behrouz Farhang-Boroujeny:
Capacity of pilot-aided MIMO communication systems. ISIT 2004: 542 - 2003
- [b1]Rong-Rong Chen:
Noncoherent Communication Over Fading Channels. University of Illinois Urbana-Champaign, USA, 2003 - [j2]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): 1676-1689 (2003)
1990 – 1999
- 1999
- [j1]Rong-Rong Chen, Sean P. Meyn:
Value iteration and optimization of multiclass queueing networks. Queueing Syst. Theory Appl. 32(1-3): 65-97 (1999)
Coauthor Index
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