Kyle Guan

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 16

Top Venues

CoRR

ECOC

OFC

ICME

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Linsen Dong, Yuanlong Li, Xin Zhou, Yonggang Wen, Kyle Guan
Intelligent Trainer for Dyna-Style Model-Based Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 32 (6) (2021)
Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan
A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning. CoRR (2021)
Kyle Guan, Jesse E. Simsarian, Fabien Boitier, Dan Kilper, Jelena Pesic, Michael Sherman
Efficient Classification of Polarization Events Based on Field Measurements. OFC (2020)
Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. ACM Multimedia (2020)
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. CoRR (2020)
Huaizheng Zhang, Linsen Dong, Guanyu Gao, Han Hu, Yonggang Wen, Kyle Guan
DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction. IEEE Trans. Multim. 22 (12) (2020)
Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. CoRR (2020)
Yuanlong Li, Yonggang Wen, Dacheng Tao, Kyle Guan
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. IEEE Trans. Cybern. 50 (5) (2020)
Weizheng Hu, Yonggang Wen, Kyle Guan, Guangyu Jin, King-Jet Tseng
iTCM: Toward Learning-Based Thermal Comfort Modeling via Pervasive Sensing for Smart Buildings. IEEE Internet Things J. 5 (5) (2018)
Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan
Deepqoe: A Unified Framework for Learning to Predict Video QoE. ICME (2018)
Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan
DeepQoE: A unified Framework for Learning to Predict Video QoE. CoRR (2018)
Yuanlong Li, Linsen Dong, Yonggang Wen, Kyle Guan
Intelligent Trainer for Model-Based Reinforcement Learning. CoRR (2018)
Kyle Guan
Evaluating the impact of data center locations and distance-adaptive transmission on the wavelength resources for serving cloud traffic. OFC (2017)
Yuanlong Li, Yonggang Wen, Kyle Guan, Dacheng Tao
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. CoRR (2017)
Yichao Jin, Yonggang Wen, Kyle Guan
Toward Cost-Efficient Content Placement in Media Cloud: Modeling and Analysis. IEEE Trans. Multim. 18 (5) (2016)
Kyle Guan, Junho Cho, Peter J. Winzer
A computationally efficient shift-register based information scrambling approach to physical layer security in MIMO-SDM systems. OFC (2016)
Kyle Guan, Peter J. Winzer, Antonia Maria Tulino, Emina Soljanin
Physical Layer Security of Space-Division Multiplexed Fiber-Optic Communication Systems in the Presence of Multiple Eavesdroppers. GLOBECOM (2015)
Kyle Guan, Junho Cho, Peter J. Winzer, Antonia Maria Tulino, Emina Soljanin
Enhanced physical layer security of MIMO-SDM systems through information scrambling. ECOC (2015)
Kyle Guan, Antonia Maria Tulino, Peter J. Winzer, Emina Soljanin
Secrecy Capacities in Space-Division Multiplexed Fiber Optic Communication Systems. IEEE Trans. Inf. Forensics Secur. 10 (7) (2015)
Kyle Guan, Peter J. Winzer, Antonia Maria Tulino, Emina Soljanin
An error probability approach for quantifying physical layer security of MIMO-SDM systems. ECOC (2014)
Eva C. Song, Emina Soljanin, Paul Cuff, H. Vincent Poor, Kyle Guan
Rate-Distortion-Based Physical Layer Secrecy with Applications to Multimode Fiber. IEEE Trans. Commun. 62 (3) (2014)
Peter J. Winzer, Haoshuo Chen, Roland Ryf, Kyle Guan, Sebastian Randel
Mode-dependent loss, gain, and noise in MIMO-SDM systems. ECOC (2014)
Yichao Jin, Yonggang Wen, Kyle Guan, Daniel C. Kilper, Haiyong Xie
Toward monetary cost effective content placement in cloud centric media network. ICME (2013)
Kyle Guan, Bipin Sankar Gopalakrishna Pillai, Arun Vishwanath, Daniel C. Kilper, Jaime Llorca
The impact of error control on energy-efficient reliable data transfers over optical networks. ICC (2013)
Jaime Llorca, Antonia Maria Tulino, Kyle Guan, Jairo O. Esteban, Matteo Varvello, Nakjung Choi, Daniel C. Kilper
Dynamic in-network caching for energy efficient content delivery. INFOCOM (2013)
Kyle Guan, Peter J. Winzer, Emina Soljanin, Antonia Maria Tulino
On the secrecy capacity of the space-division multiplexed fiber optical communication systems. CNS (2013)
Jaime Llorca, Antonia Maria Tulino, Kyle Guan, Daniel C. Kilper
Network-coded caching-aided multicast for efficient content delivery. ICC (2013)
Weiwen Zhang, Yonggang Wen, Kyle Guan, Daniel C. Kilper, Haiyun Luo, Dapeng Oliver Wu
Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel. IEEE Trans. Wirel. Commun. 12 (9) (2013)
Kyle Guan, Eva C. Song, Emina Soljanin, Peter J. Winzer, Antonia Maria Tulino
Physical layer security in space-division multiplexed fiber optic communications. ACSCC (2012)
Jaime Llorca, Kyle Guan, Gary Atkinson, Daniel C. Kilper
Energy efficient delivery of immersive video centric services. INFOCOM (2012)
Nakjung Choi, Kyle Guan, Daniel C. Kilper, Gary Atkinson
In-network caching effect on optimal energy consumption in content-centric networking. ICC (2012)
Kyle Guan, Daniel C. Kilper, Yan Pa, Olivier Rival, Annalisa Morea
Energy efficient file transfer over rate adaptive optical networks. OnlineGreenComm (2012)
Jaime Llorca, Kyle Guan, Gary Atkinson, Daniel C. Kilper
Energy benefit of distributed in-network processing for personalized media service delivery. ICC (2012)
Thyaga Nandagopal, Kyle Guan, Daniel C. Kilper
Energy efficiency and delay performance of data transfer using dynamic optical switching. ICC (2012)
Daniel C. Kilper, Kyle Guan, Kerry Hinton, Robert Ayre
Energy Challenges in Current and Future Optical Transmission Networks. Proc. IEEE 100 (5) (2012)
Sintayehu Dehnie, Reza Ghanadan, Kyle Guan
Resource allocation for networked electronic warfare. MILCOM (2011)
Kyle Guan, Sintayehu Dehnie, Ladan Gharai, Reza Ghanadan, Srikanta Kumar
Trust management for distributed decision fusion in sensor networks. FUSION (2009)
Reza Ghanadan, Shaomin (Sam) Mo, Ming Luo, Kyle Guan, Jessica Hsu
A Novel Distributed Medium Access Control and Synchronization for Ad-Hoc Sensor Networks. AICT (2009)
Phong C. Khuu, Michael J. Weber, Brian Loop, Gregory Sadosuk, Kyle Guan, Jessica Hsu, Reza Ghanadan
Efficient dissemination techniques for MANET routing control messages. WCNC (2009)
Kyle Guan, Jessica Hsu, Reza Ghanadan, Dominic Imbrenda
Minimizing Control Management Overhead for Scalable Mobile Ad-Hoc Networks. WCNC (2008)

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Publication Activity (10 Years)

Top Topics

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Kyle Guan