Weiyi (Max) Zhang

Principal Inventive Scientist
AT&T Labs Research
200 South Laurel Avenue
Middletown, NJ 07748

Office: A5-1F32
Phone: 732.420.7498

Fax: 732.368.9433
Email: maxzhang@research.att.com
URL: https://maxwzhang.github.io


About Me

[News] [ Research Interests] [Representative Grants and Publications] [Professional Activities and Awards] {Publications}

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Research Interests
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Representative Publications and Grants

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Z. Xu, K. Wu, W. Zhang, J. Tang, Y. Wang, G. Xue;
PnP-DRL: a Plug-and-Play Deep Reinforcement Learning approach for Experience-Driven Networking;
IEEE JSAC Series on Machine Learning for Communications and Network;

Accepted for Publication.

Z. Xu, J. Meng, J. Tang, W. Zhang, Y. Wang, C. Liu, D. Yang;
Experience-driven Networking: A Deep Reinforcement Learning based Approach;
IEEE INFOCOM'2018. IEEE Conference on Computer Communications
(acceptance rate: 19.2%)
Accepted for Publication.

M. Qureshi, A. Mahimkar, L. Qiu, Z. Ge, M. Zhang, I. Broustis;
Co-ordinating Rolling Software Upgrades for Cellular Networks; Best Paper Award
IEEE ICNP'2017. IEEE Conference on Network Protocols
(acceptance rate: 19%)

W. Zhang, et al.
Leveraging SDN to streamline metro network operations;
IEEE Communications Magazine,
54(10):109-115, October 2016.

C. Gao, G. Ozcan, J. Tang, M. Gursoy, W. Zhang;
R-Cloud: A Cloud Framework for Enabling Radio-as-a-Service over a Wireless Substrate;
IEEE ICNP'2016. IEEE Conference on Network Protocols
(acceptance rate: 20%)
Accepted for Publication.

C. Gao, W. Zhang, J. Tang, C. Wang, S. Zou, S. Su;
Relax, but Do Not Sleep: A New Perspective on Green Wireless Networking;
IEEE INFOCOM'2014. IEEE Conference on Computer Communications
(acceptance rate: 19.4%)
Accepted for Publication.

C. Gao, J. Tang, X. Sheng, W. Zhang, C. Wang;
Signal-Aware Green Wireless Relay Network Design;
ICDCS'2013. The 33rd International Conference on Distributed Computing Systems
(acceptance rate: 13%)
Accepted for Publication.

X. Sheng, J. Tang, C. Gao, W. Zhang, C. Wang;
Leveraging Load Migration and Basestaion Consolidation for Green Communications in Virtualized Cognitive Radio Networks;
IEEE INFOCOM'2013. IEEE Conference on Computer Communications
(acceptance rate: 17%)
Accepted for Publication.

Xiang Sheng, Jian Tang, Weiyi Zhang;
Energy-Efficient Collaborative Sensing with Mobile Phones;
IEEE INFOCOM'2012. IEEE Conference on Computer Communications
(acceptance rate: 18%)
Accepted for Publication.

Shi Bai, Weiyi Zhang, Guoliang Xue, Jian Tang, Chonggang Wang;
DEAR: Delay-bounded Energy-constrained Adaptive Routing in Wireless Sensor Networks;
IEEE INFOCOM'2012. IEEE Conference on Computer Communications
(acceptance rate: 18%)
Accepted for Publication.

Weiyi Zhang, Shi Bai, Guoliang Xue, Jian Tang, and Chonggang Wang;
DARP: Distance-Aware Relay Placement in WiMAX Mesh Networks;
IEEE INFOCOM'2011: IEEE Conference on Computer Communications (acceptance rate: 291 out of 1823; 15.96%)
accepted for publication.

Weiyi Zhang, Jian Tang, Chonggang Wang, and Shanaka de Soysa;
Reliable Adaptive Multipath Provisioning with Bandwidth and Differential Delay Constraints;
IEEE INFOCOM'2010: IEEE Conference on Computer Communications (acceptance ratio: 276 out of 1575, 17.5%)
accepted for publication.

Weiyi Zhang, Guoliang Xue, Jian Tang, and Krishnaiyan Thulasiraman;
Faster Algorithms for Constructing Recovery Trees Enhancing QoP and QoS;
IEEE/ACM Transactions on Networking;
Vol. 16 (2008), pp. 642-655.

Guoliang Xue and Weiyi Zhang;
Multiconstrained QoS routing: Greedy is good; won BEST PAPER AWARD
IEEE Globecom'2007: IEEE Global Telecommunications Conference;
Washington, DC, November 26-30, 2007

Guoliang Xue, Weiyi Zhang, Jian Tang, and Krishnaiyan Thulasiraman;
Polynomial Time Approximation Algorithms for Multi-Constrained QoS Routing;
IEEE/ACM Transactions on Networking;
Vol. 16 (2008), pp. 656-669.

Guoliang Xue, Arunabha Sen,Weiyi Zhang, Jian Tang, and Krishnaiyan Thulasiraman;
Finding a Path Subject to Many Additive QoS Constraints;
IEEE/ACM Transactions on Networking;
Vol. 15(2007), pp. 201-211.

Weiyi Zhang, Guoliang Xue, and Satyajayant Misra;
Fault-tolerant Relay Node Placement in Wireless Sensor Networks: Problems and Algorithms;
IEEE INFOCOM'2007: IEEE Conference on Computer Communications; (acceptance ratio:18%)
Anchorage, Alaska, May 6-12, 2007.

Jian Tang, Guoliang Xue, and Weiyi Zhang;
Maximum Throughput and Fair Bandwidth Allocation in Multi-channel Wireless Mesh Networks;
IEEE INFOCOM'2006: IEEE Conference on Computer Communications; (acceptance ratio:18%)
Barcelona, Catalunya, SPAIN, April 23-29, 2006.

Weiyi Zhang, Guoliang Xue, Jian Tang, and Krishnaiyan Thulasiraman;
Linear Time Construction of Redundant Trees for Recovery Schemes Enhancing QoP and QoS;
IEEE INFOCOM'2005: IEEE Conference on Computer Communications; (acceptance ratio:17%)
Miami, FL, March 13-17, 2005.
pp. 2702-2710.

Jian Tang, Guoliang Xue, and Weiyi Zhang;
Interference-Aware Topology Control and QoS Routing in Multi-Channel Wireless Mesh Networks;
MobiHoc'2005: ACM International Symposium on Mobile Ad Hoc Networking and Computing; (acceptance ratio:14%)
Urbana-Champaign, IL, May 25-28, 2005.
pp. 68-77.

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Professional Activities and Awards

Conference Chair and Technical Program Committee Member
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But I have promises to keep. And miles to go before I sleep. And miles to go before I sleep.
-Robert Frost