I’m Kaipeng, a software engineer at Facebook. I obtained my Ph.D. degree in electrical and computer engineering from Rice University. I’m interested in machine learning, signal processing, and parallel computing.
Research Publications
[Journal Papers]
- Decentralized Equalization with Feedforward Architectures for Massive MU-MIMO [arXiv] [IEEEXplore] [code] [BibTex]
Charles Jeon, Kaipeng Li, Joseph R. Cavallaro, and Christoph Studer
IEEE Transactions on Signal Processing (TSP), 2019 - Decentralized Baseband Processing for Massive MU-MIMO Systems [arXiv] [IEEEXplore] [code] [BibTex]
Kaipeng Li, Rishi Sharan, Yujun Chen, Tom Goldstein, Joseph R. Cavallaro, and Christoph Studer
IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2017 - Implicit vs. Explicit Approximate Matrix Inversion for Wideband Massive MU-MIMO Data Detection [Springer] [BibTex]
Michael Wu, Bei Yin, Kaipeng Li, Chris Dick, Joseph R. Cavallaro, Christoph Studer
Journal of Signal Processing Systems (JSPS), Invited, 2017 - Parallel Digital Predistortion Design on Mobile GPU and Embedded Multicore CPU for Mobile Transmitters [arXiv] [Springer] [BibTex]
Kaipeng Li, Amanullah Ghazi, Chance Tarver, Jani Boutellier, Mahmoud Abdelaziz, Lauri Anttila, Markku Juntti, Mikko Valkama, and Joseph R. Cavallaro
Journal of Signal Processing Systems (JSPS), Invited, February 2017 - Low-Complexity Sub-band Digital Predistortion for Spurious Emission Suppression in Noncontiguous Spectrum Access [arXiv] [IEEEXplore] [BibTeX]
Mahmoud Abdelaziz, Lauri Anttila, Chance Tarver, Kaipeng Li, Joseph R. Cavallaro, and Mikko Valkama
IEEE Transactions on Microwave Theory and Techniques (TMTT), September 2016
[Conference Papers]
- Design Trade-offs for Decentralized Baseband Processing in Massive MU-MIMO System [BibTex]
Kaipeng Li, James McNaney, Chance Tarver, Oscar Castaneda, Charles Jeon, Joseph R. Cavallaro, and Christoph Studer
53th IEEE Asilomar Conference on Signals, Systems, and Computers (Asilomar), invited, Nov, 2019 - Decentralized Coordinate-Descent Data Detection and Precoding for Massive MU-MIMO [BibTex]
Kaipeng Li, Oscar Castaneda, Charles Jeon, Joseph R. Cavallaro, and Christoph Studer
2019 IEEE International Symposium on Circuits and Systems (ISCAS), May, 2019 - Feedforward Architectures for Decentralized Precoding in Massive MU-MIMO Systems [BibTex] [code]
Kaipeng Li, Charles Jeon, Joseph R. Cavallaro, and Christoph Studer
52th IEEE Asilomar Conference on Signals, Systems, and Computers (Asilomar), 2nd place winner in student paper contest, October, 2018 - Decentralized Equalization for Massive MU-MIMO on FPGA [BibTex]
Kaipeng Li, Charles Jeon, Joseph R. Cavallaro, and Christoph Studer
51th IEEE Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2017 - On the Achievable Rates of Decentralized Equalization in Massive MU-MIMO Systems [BibTex]
Charles Jeon, Kaipeng Li, Joseph R. Cavallaro, and Christoph Studer
2017 IEEE International Symposium on Information Theory (ISIT), June 2017 - Decentralized Beamforming for Massive MU-MIMO on a GPU Cluster [BibTex]
Kaipeng Li, Rishi Sharan, Yujun Chen, Joseph R. Cavallaro, Tom Goldstein, and Christoph Studer
4th IEEE Global Conference on Signal and Information Processing (GlobalSIP), December 2016 - Decentralized Data Detection for Massive MU-MIMO on a Xeon Phi Cluster [BibTex]
Kaipeng Li, Yujun Chen, Rishi Sharan, Tom Goldstein, Joseph R. Cavallaro, and Christoph Studer
50th IEEE Asilomar Conference on Signals, Systems, and Computers (Asilomar), invited, November 2016 - On Spatial Security Outage Probability Derivation of Exposure Region Based Beamforming with Randomly Located Eavesdroppers [BibTex]
Yuanrui Zhang, Youngwook Ko, Roger Woods, Alan Marshall, Joseph R. Cavallaro, Kaipeng Li
50th IEEE Asilomar Conference on Signals, Systems, and Computers (Asilomar), Invited, November 2016 - Mobile GPU Accelerated Digital Predistortion on a Software-defined Mobile Transmitter [BibTeX]
Kaipeng Li, Amanullah Ghazi, Jani Boutellier, Mahmoud Abdelaziz, Lauri Anttila, Markku Juntti, Mikko Valkama, and Joseph R. Cavallaro
3rd IEEE Global Conference on Signal and Information Processing (GlobalSIP), December 2015 - Sub-band Digital Predistortion for Noncontiguous Transmissions: Algorithm Development and Real-Time Prototype Implementation [BibTeX]
Mahmoud Abdelaziz, Chance Tarver, Kaipeng Li, Lauri Anttila, Raul Martinez, Mikko Valkama, and Joseph R. Cavallaro
49th IEEE Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2015 - Accelerating Massive MIMO Uplink Detection on GPU for SDR Systems [BibTeX]
Kaipeng Li, Bei Yin, Michael Wu, Joseph R. Cavallaro, and Christoph Studer
2015 IEEE Dallas Circuits and Systems Conference (DCAS), Oct 2015 - A High Performance GPU-based Software-defined Basestation [BibTeX]
Kaipeng Li, Michael Wu, Guohui Wang, and Joseph R. Cavallaro
48th IEEE Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2014 - Blind Equalization Based on Blind Separation with Toeplitz Constraint [BibTeX]
Zhengwei Wu, Saleem A. Kassam, Kaipeng Li
48th IEEE Asilomar Conference on Signals, Systems, and Computers (Asilomar), November 2014
[Thesis]
- GPU Accelerated Reconfigurable Detector and Precoder for Massive MIMO SDR Systems
Kaipeng Li, Master’s thesis, December 2015 - Decentralized Baseband Processing for Massive MU-MIMO Systems
Kaipeng Li, Ph.D. thesis, April 2019
[Earlier Papers]
- Coulomb Blockade Effect of Molecularly Suspended Graphene Nanoribbons Investigated With Scanning Tunneling Microscopy
ZF Zhong, HL Shen, RX Cao, L Sun, Kaipeng Li, J Hu, Z Liu, D Wu, XR Wang, HF Ding
Physical Review B, 2013 - Width Dependent Edge Distribution of Graphene Nanoribbons Unzipped from Multiwall Carbon Nanotubes
ZF Zhong, HL Shen, RX Cao, L Sun, Kaipeng Li, XR Wang, HF Ding
Journal of Applied Physics, 2013