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2020 – today
- 2021
[j9]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): 2758-2771 (2021)- [i6]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 abs/2102.03012 (2021) - 2020
- [j8]Yuanlong Li, Yonggang Wen, Dacheng Tao, Kyle Guan:
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. IEEE Trans. Cybern. 50(5): 2002-2013 (2020) - [j7]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): 3210-3223 (2020) - [c25]Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan:
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. ACM Multimedia 2020: 4453-4456 - [c24]Kyle Guan, Jesse E. Simsarian, Fabien Boitier, Dan Kilper, Jelena Pesic, Michael Sherman:
Efficient Classification of Polarization Events Based on Field Measurements. OFC 2020: 1-3 - [i5]Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan:
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. CoRR abs/2006.05096 (2020) - [i4]Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan:
No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. CoRR abs/2011.02327 (2020)
2010 – 2019
- 2018
- [j6]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): 4164-4177 (2018) - [c23]Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan:
Deepqoe: A Unified Framework for Learning to Predict Video QoE. ICME 2018: 1-6 - [i3]Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan:
DeepQoE: A unified Framework for Learning to Predict Video QoE. CoRR abs/1804.03481 (2018) - [i2]Yuanlong Li, Linsen Dong, Yonggang Wen, Kyle Guan:
Intelligent Trainer for Model-Based Reinforcement Learning. CoRR abs/1805.09496 (2018) - 2017
- [c22]Kyle Guan:
Evaluating the impact of data center locations and distance-adaptive transmission on the wavelength resources for serving cloud traffic. OFC 2017: 1-3 - [i1]Yuanlong Li, Yonggang Wen, Kyle Guan, Dacheng Tao:
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. CoRR abs/1709.05077 (2017) - 2016
- [j5]Yichao Jin, Yonggang Wen, Kyle Guan:
Toward Cost-Efficient Content Placement in Media Cloud: Modeling and Analysis. IEEE Trans. Multim. 18(5): 807-819 (2016) - [c21]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: 1-3 - 2015
- [j4]Kyle Guan, Antonia M. Tulino, Peter J. Winzer, Emina Soljanin:
Secrecy Capacities in Space-Division Multiplexed Fiber Optic Communication Systems. IEEE Trans. Inf. Forensics Secur. 10(7): 1325-1335 (2015) - [c20]Kyle Guan, Junho Cho, Peter J. Winzer, Antonia M. Tulino, Emina Soljanin:
Enhanced physical layer security of MIMO-SDM systems through information scrambling. ECOC 2015: 1-3 - [c19]Kyle Guan, Peter J. Winzer, Antonia M. Tulino, Emina Soljanin:
Physical Layer Security of Space-Division Multiplexed Fiber-Optic Communication Systems in the Presence of Multiple Eavesdroppers. GLOBECOM 2015: 1-6 - 2014
- [j3]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): 1080-1090 (2014) - [c18]Kyle Guan, Peter J. Winzer, Antonia M. Tulino, Emina Soljanin:
An error probability approach for quantifying physical layer security of MIMO-SDM systems. ECOC 2014: 1-3 - [c17]Peter J. Winzer, Haoshuo Chen, Roland Ryf, Kyle Guan, Sebastian Randel:
Mode-dependent loss, gain, and noise in MIMO-SDM systems. ECOC 2014: 1-3 - 2013
- [j2]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): 4569-4581 (2013) - [c16]Kyle Guan, Peter J. Winzer, Emina Soljanin, Antonia M. Tulino:
On the secrecy capacity of the space-division multiplexed fiber optical communication systems. CNS 2013: 207-214 - [c15]Jaime Llorca, Antonia M. Tulino, Kyle Guan, Daniel C. Kilper:
Network-coded caching-aided multicast for efficient content delivery. ICC 2013: 3557-3562 - [c14]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: 4083-4088 - [c13]Yichao Jin, Yonggang Wen, Kyle Guan, Daniel C. Kilper, Haiyong Xie:
Toward monetary cost effective content placement in cloud centric media network. ICME 2013: 1-6 - [c12]Jaime Llorca, Antonia M. Tulino, Kyle Guan, Jairo O. Esteban, Matteo Varvello, Nakjung Choi, Daniel C. Kilper:
Dynamic in-network caching for energy efficient content delivery. INFOCOM 2013: 245-249 - 2012
- [j1]Daniel C. Kilper, Kyle Guan, Kerry Hinton, Robert Ayre:
Energy Challenges in Current and Future Optical Transmission Networks. Proc. IEEE 100(5): 1168-1187 (2012) - [c11]Kyle Guan, Eva C. Song, Emina Soljanin, Peter J. Winzer, Antonia M. Tulino:
Physical layer security in space-division multiplexed fiber optic communications. ACSCC 2012: 654-658 - [c10]Nakjung Choi, Kyle Guan, Daniel C. Kilper, Gary Atkinson:
In-network caching effect on optimal energy consumption in content-centric networking. ICC 2012: 2889-2894 - [c9]Jaime Llorca, Kyle Guan, Gary Atkinson, Daniel C. Kilper:
Energy benefit of distributed in-network processing for personalized media service delivery. ICC 2012: 2901-2906 - [c8]Thyaga Nandagopal, Kyle Guan, Daniel C. Kilper:
Energy efficiency and delay performance of data transfer using dynamic optical switching. ICC 2012: 5962-5967 - [c7]Jaime Llorca, Kyle Guan, Gary Atkinson, Daniel C. Kilper:
Energy efficient delivery of immersive video centric services. INFOCOM 2012: 1656-1664 - [c6]Kyle Guan, Daniel C. Kilper, Yan Pa, Olivier Rival, Annalisa Morea:
Energy efficient file transfer over rate adaptive optical networks. OnlineGreenComm 2012: 38-43 - 2011
- [c5]Sintayehu Dehnie, Reza Ghanadan, Kyle Guan:
Resource allocation for networked electronic warfare. MILCOM 2011: 108-112
2000 – 2009
- 2009
- [c4]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: 453-458 - [c3]Kyle Guan, Sintayehu Dehnie, Ladan Gharai, Reza Ghanadan, Srikanta Kumar:
Trust management for distributed decision fusion in sensor networks. FUSION 2009: 1933-1941 - [c2]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: 2822-2827 - 2008
- [c1]Kyle Guan, Jessica Hsu, Reza Ghanadan, Dominic Imbrenda:
Minimizing Control Management Overhead for Scalable Mobile Ad-Hoc Networks. WCNC 2008: 2307-2312 - 2007
- [b1]Kyle Guan:
Joint optimization of topology, switching, routing and wavelength assignment. Massachusetts Institute of Technology, Cambridge, MA, USA, 2007
Coauthor Index
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