Jian Tang

According to our database1, Jian Tang authored at least 124 papers between 2004 and 2019.

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Bibliography

2019
HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2019

Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement Learning.
IEEE Journal on Selected Areas in Communications, 2019

Deep Reinforcement Learning with Applications in Transportation.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Privacy-Preserving and Trustworthy Mobile Sensing with Fair Incentives.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Wireless Big Data: Technologies and Applications.
IEEE Wireless Commun., 2018

Learning-Based Energy-Efficient Data Collection by Unmanned Vehicles in Smart Cities.
IEEE Trans. Industrial Informatics, 2018

GPU-Accelerated High-Throughput Online Stream Data Processing.
IEEE Trans. Big Data, 2018

Model-free Control for Distributed Stream Data Processing using Deep Reinforcement Learning.
PVLDB, 2018

Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach.
IEEE Journal on Selected Areas in Communications, 2018

SpecWatch: A framework for adversarial spectrum monitoring with unknown statistics.
Computer Networks, 2018

How Would you Like Your Packets Delivered? An SDN-Enabled Open Platform for QoS Routing.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Experience-driven Networking: A Deep Reinforcement Learning based Approach.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

CoinExpress: A Fast Payment Routing Mechanism in Blockchain-Based Payment Channel Networks.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

Transmitting and Sharing: A Truthful Double Auction for Cognitive Radio Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

A Parallel Platform for Fusion of Heterogeneous Stream Data.
Proceedings of the 21st International Conference on Information Fusion, 2018

A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers.
Proceedings of the Computer Vision - ECCV 2018, 2018

Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Enabling Radio-as-a-Service With Truthful Auction Mechanisms.
IEEE Trans. Wireless Communications, 2017

Spectral and Energy Efficiency in Cognitive Radio Systems With Unslotted Primary Users and Sensing Uncertainty.
IEEE Trans. Communications, 2017

Spectrum Auctions Under Physical Interference Model.
IEEE Trans. Cogn. Comm. & Networking, 2017

Countermeasures Against False-Name Attacks on Truthful Incentive Mechanisms for Crowdsourcing.
IEEE Journal on Selected Areas in Communications, 2017

Building Elastic Hybrid Green Wireless Networks.
IEEE Internet of Things Journal, 2017

Towards energy-efficient task scheduling on smartphones in mobile crowd sensing systems.
Computer Networks, 2017

CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices.
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

QUAC: Quality-Aware Contract-Based Incentive Mechanisms for Crowdsensing.
Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Spatiotemporal modeling and prediction in cellular networks: A big data enabled deep learning approach.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Sybil-proof incentive mechanisms for crowdsensing.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank.
Proceedings of the 34th International Conference on Machine Learning, 2017

Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Robust Incentive Tree Design for Mobile Crowdsensing.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

A deep reinforcement learning based framework for power-efficient resource allocation in cloud RANs.
Proceedings of the IEEE International Conference on Communications, 2017

Joint Mode Selection and Resource Allocation for D2D Communications via Vertex Coloring.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

DEMUR: Dependable Multipath Routing in Software Defined Networking for ISP Backbone.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Enabling Green Wireless Networking With Device-to-Device Links: A Joint Optimization Approach.
IEEE Trans. Wireless Communications, 2016

Incentive Mechanisms for Crowdsensing: Crowdsourcing With Smartphones.
IEEE/ACM Trans. Netw., 2016

Performance Modeling and Predictive Scheduling for Distributed Stream Data Processing.
IEEE Trans. Big Data, 2016

Energy-Efficient Power Allocation in Cognitive Radio Systems With Imperfect Spectrum Sensing.
IEEE Journal on Selected Areas in Communications, 2016

SpecWatch: Adversarial spectrum usage monitoring in CRNs with unknown statistics.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

R-Cloud: A cloud framework for enabling Radio-as-a-Service over a wireless substrate.
Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Person Detection and Re-identification Across Multiple Images and Videos Obtained via Crowdsourcing.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Quality-Aware and Fine-Grained Incentive Mechanisms for Mobile Crowdsensing.
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

A Spectrum Auction under Physical Interference Model.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Non-Preemptive Coflow Scheduling and Routing.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

LIPS: Lifestyle Learning via Mobile Phone Sensing.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

A Profit Optimization Framework of Energy Storage Devices in Data Centers: Hierarchical Structure and Hybrid Types.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015
Greening Wireless Relay Networks: An SNR-Aware Approach.
IEEE Trans. Parallel Distrib. Syst., 2015

Keep Your Promise: Mechanism Design Against Free-Riding and False-Reporting in Crowdsourcing.
IEEE Internet of Things Journal, 2015

Truthful incentive mechanisms for crowdsourcing.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Cost-Efficient Virtual Server Provisioning and Selection in distributed Data Centers.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Radio-as-a-Service: Auction-based model and mechanisms.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Power control for cognitive radio systems with unslotted primary users under sensing uncertainty.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Enabling Green Mobile Crowd Sensing via Optimized Task Scheduling on Smartphones.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

A predictive scheduling framework for fast and distributed stream data processing.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

G-Storm: GPU-enabled high-throughput online data processing in Storm.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Security-Aware Virtual Machine Allocation in the Cloud: A Game Theoretic Approach.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
Energy-Efficient Design in Heterogeneous Cellular Networks Based on Large-Scale User Behavior Constraints.
IEEE Trans. Wireless Communications, 2014

Leveraging GPS-Less Sensing Scheduling for Green Mobile Crowd Sensing.
IEEE Internet of Things Journal, 2014

Relax, but Do Not Sleep: A new perspective on Green Wireless Networking.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

T-Storm: Traffic-Aware Online Scheduling in Storm.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

SOR: An Objective Ranking System Based on Mobile Phone Sensing.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Joint mode selection, channel allocation and power assignment for green device-to-device communications.
Proceedings of the IEEE International Conference on Communications, 2014

You better be honest: Discouraging free-riding and false-reporting in mobile crowdsourcing.
Proceedings of the IEEE Global Communications Conference, 2014

A cross-job framework for MapReduce scheduling.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

2013
Enhancing Survivability in Virtualized Data Centers: A Service-Aware Approach.
IEEE Journal on Selected Areas in Communications, 2013

Leveraging load migration and basestaion consolidation for green communications in virtualized Cognitive Radio Networks.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Beam scheduling and relay assignment in wireless relay networks with smart antennas.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Signal-Aware Green Wireless Relay Network Design.
Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

2012
On Routing and Channel Selection in Cognitive Radio Mesh Networks.
IEEE Trans. Vehicular Technology, 2012

Leveraging Cooperative, Channel and Multiuser Diversities for Efficient Resource Allocation in Wireless Relay Networks.
IEEE Journal on Selected Areas in Communications, 2012

Crowdsourcing to smartphones: incentive mechanism design for mobile phone sensing.
Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

On exploiting flow allocation with rate adaptation for green networking.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Energy-efficient collaborative sensing with mobile phones.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

DEAR: Delay-bounded Energy-constrained Adaptive Routing in wireless sensor networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Topology control in multihop wireless networks with multi-beam smart antennas.
Proceedings of the International Conference on Computing, Networking and Communications, 2012

Enabling green networking with a power down approach.
Proceedings of IEEE International Conference on Communications, 2012

Survivable Virtual Infrastructure Mapping in Virtualized Data Centers.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011
Leveraging Multi-User Diversity, Channel Diversity and Spatial Reuse for Efficient Scheduling in Wireless Relay Networks.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

DARP: Distance-aware relay placement in WiMAX mesh networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

On Multipath Transmission Scheduling in Cognitive Radio Mesh Networks.
Proceedings of the Green Communications and Networking - First International Conference, 2011

Wakeup Scheduling in Roadside Directional Sensor Networks.
Proceedings of the Global Communications Conference, 2011

Relay Beam Selection with Directional Antennas.
Proceedings of the Global Communications Conference, 2011

2010
Fair Bandwidth Allocation in Wireless Mesh Networks With Cognitive Radios.
IEEE Trans. Vehicular Technology, 2010

Constrained relay node placement in wireless sensor networks: formulation and approximations.
IEEE/ACM Trans. Netw., 2010

Leveraging Cognitive Radios for Effective Communications over Water.
Proceedings of the Seventh Annual IEEE Communications Society Conference on Sensor, 2010

Transmission Scheduling for Routing Paths in Cognitive Radio Mesh Networks.
Proceedings of the Seventh Annual IEEE Communications Society Conference on Sensor, 2010

Reliable Adaptive Multipath Provisioning with Bandwidth and Differential Delay Constraints.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Algorithmic Aspects of Communications in Multihop Wireless Networks with MIMO Links.
Proceedings of IEEE International Conference on Communications, 2010

Cognitive Radio Scheduling for Overwater Communications.
Proceedings of the Global Communications Conference, 2010

Relay Station Placement for Cooperative Communications in WiMAX Networks.
Proceedings of the Global Communications Conference, 2010

On Exploiting Cooperative, Channel and Multiuser Diversities in Wireless Relay Networks.
Proceedings of the Global Communications Conference, 2010

2009
Cross-layer optimization for end-to-end rate allocation in multi-radio wireless mesh networks.
Wireless Networks, 2009

Interference Aware Routing and Scheduling in Wireless Backhaul Networks with Smart Antennas.
Proceedings of the Sixth Annual IEEE Communications Society Conference on Sensor, 2009

Efficient Recovery Algorithms for Wireless Mesh Networks with Cognitive Radios.
Proceedings of IEEE International Conference on Communications, 2009

QoS Enhancement and Performance Evaluation of Ad-Hoc Routing Protocols for Rural Public Safety.
Proceedings of IEEE International Conference on Communications, 2009

Strong Barrier Coverage with Directional Sensors.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

REPARE: Regenerator Placement and Routing Establishment in Translucent Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008
Faster algorithms for construction of recovery trees enhancing QoP and QoS.
IEEE/ACM Trans. Netw., 2008

Polynomial time approximation algorithms for multi-constrained QoS routing.
IEEE/ACM Trans. Netw., 2008

Joint spectrum allocation and scheduling for fair spectrum sharing in cognitive radio wireless networks.
Computer Networks, 2008

Constrained Relay Node Placement in Wireless Sensor Networks to Meet Connectivity and Survivability Requirements.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Reliable Routing for Roadside to Vehicle Communications in Rural Areas.
Proceedings of IEEE International Conference on Communications, 2008

Joint Stream Control and Scheduling in Multihop Wireless Networks with MIMO Links.
Proceedings of IEEE International Conference on Communications, 2008

Dynamic Wavelength Routing in WDM Networks under Multiple Signal Quality Constraints.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

QoS Routing in Wireless Mesh Networks with Cognitive Radios.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
Cross-Layer Design for End-to-End Throughput and Fairness Enhancement in Multi-Channel Wireless Mesh Networks.
IEEE Trans. Wireless Communications, 2007

Finding a path subject to many additive QoS constraints.
IEEE/ACM Trans. Netw., 2007

Spectrum allocation and scheduling in dynamic spectrum access wireless networks.
Proceedings of the 4th International ICST Conference on Heterogeneous Networking for Quality, 2007

2006
An improved algorithm for optimal lightpath establishment on a tree topology.
IEEE Journal on Selected Areas in Communications, 2006

Reliable Ad Hoc Routing Based on Mobility Prediction.
J. Comb. Optim., 2006

Relay node placement in large scale wireless sensor networks.
Computer Communications, 2006

End-to-end rate allocation in multi-radio wireless mesh networks: cross-layer schemes.
Proceedings of the 3rd International ICST Conference on Quality of Service in Heterogeneous Wired/Wireless Networks, 2006

Maximum Throughput and Fair Bandwidth Allocation in Multi-Channel Wireless Mesh Networks.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

2005
Interference-aware routing and bandwidth allocation for QoS provisioning in multihop wireless networks.
Wireless Communications and Mobile Computing, 2005

Link Scheduling with Power Control for Throughput Enhancement in Multihop Wireless Networks.
Proceedings of the Second International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QSHINE 2005), 2005

Interference-aware topology control and QoS routing in multi-channel wireless mesh networks.
Proceedings of the 6th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2005

Linear time construction of redundant trees for recovery schemes enhancing QoP and QoS.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Interference-aware routing in multihop wireless networks using directional antennas.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Establishment of survivable connections in WDM networks using partial path protection.
Proceedings of IEEE International Conference on Communications, 2005

Power efficient broadcasting and multicasting in wireless networks with directional antennas.
Proceedings of IEEE International Conference on Communications, 2005

Dynamic light trail routing and protection issues in WDM optical networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
Reliable routing in mobile ad hoc networks based on mobility prediction.
Proceedings of the 2004 IEEE International Conference on Mobile Ad-hoc and Sensor Systems, 2004

Node-disjoint path routing in wireless networks: tradeoff between path lifetime and total energy.
Proceedings of IEEE International Conference on Communications, 2004


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