| IEEE TKDE |
Collaborative Learning With Heterogeneous Local Models: A Rule-Based Knowledge Fusion Approach
Ying Pang, Haibo Zhang, Jeremiah D Deng, Lizhi Peng, and Fei Teng.
IEEE Transactions on Knowledge and Data Engineering, 2023.
@article{Pang:TKDE23,
author = {Ying Pang, Haibo Zhang, Jeremiah D Deng, Lizhi Peng, Fei Teng},
title = {Collaborative Learning With Heterogeneous Local Models: A Rule-Based Knowledge Fusion Approach},
booktitle = {IEEE Transactions on Knowledge and Data Engineering},
year = {2024}
}
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| IEEE T-ITS |
E2CoPre:Energy Efficient and Cooperative Collision Avoidance for UAV Swarms With Trajectory Prediction
Shuangyao Huang, Haibo Zhang, and Zhiyi Huang.
IEEE Transactions on Intelligent Transportation Systems, 2023.
@article{Huang:T-ITS23,
author = {Shuangyao Huang, Haibo Zhang, and Zhiyi Huang},
title = {$E^2CoPre$:Energy Efficient and Cooperative Collision Avoidance for UAV Swarms With Trajectory Prediction},
booktitle = {IEEE Transactions on Intelligent Transportation Systems},
year = {2023}
}
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| IEEE TCAD |
Routing and Wavelength Assignment for Multiple Multicasts in Optical Network-on-Chip (ONoC)
Wen Yang, Yawen Chen, Zhiyi Huang, Haibo Zhang, and Huaxi Gu.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023.
@article{Yang:TCAD23,
author = {Wen Yang, Yawen Chen, Zhiyi Huang, Haibo Zhang, and Huaxi Gu},
title = {Routing and Wavelength Assignment for Multiple Multicasts in Optical Network-on-Chip (ONoC)},
booktitle = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems},
volume = {42},
number = {12},
pages = {4934-4947},
year = {2023}
}
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| ACM TECS |
STADIA: Photonic Stochastic Gradient Descent for Neural Network Accelerators
Chengpeng Xia, Yawen Chen, Haibo Zhang, and Jigang Wu.
ACM Transactions on Embedded Computing Systems, 2023.
@article{Xia:TECS,
author = {Chengpeng Xia, Yawen Chen, Haibo Zhang, and Jigang Wu},
title = {STADIA: Photonic Stochastic Gradient Descent for Neural Network Accelerators},
booktitle = {ACM Transactions on Embedded Computing Systems},
volume = {22},
number = {5s},
pages = {1-23},
year = {2023}
}
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| ACM TIM |
MSleepNet: A Semi-supervision Based Multi-view Hybrid Neural Network for Simultaneous Sleep Arousal and Sleep Stage Detection
Hongmei Liu, Haibo Zhang, Baozhu Li, Xinge Yu, Yuan Zhang, and Thomas Penzel.
IEEE Transactions on Instrumentation and Measurement, 2023.
@article{Liu:TIM23,
author = {Hongmei Liu, Haibo Zhang, Baozhu Li, Xinge Yu, Yuan Zhang, and Thomas Penzel},
title = {MSleepNet: A Semi-supervision Based Multi-view Hybrid Neural Network for Simultaneous Sleep Arousal and Sleep Stage Detection},
booktitle = {IEEE Transactions on Instrumentation and Measurement},
year = {2023}
}
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| ICPP'23 |
SEECHIP: A Scalable and Energy-Efficient Chiplet-based GPU Architecture Using Photonic Links
Hao Zhang, Yawen Chen, Zhiyi Huang, Haibo Zhang, and Fei Dai.
Proceedings of the 52nd International Conference on Parallel Processing, 2023.
@inproceedings{Zhang:ICPP23,
author = {Hao Zhang, Yawen Chen, Zhiyi Huang, Haibo Zhang, and Fei Dai},
title = {SEECHIP: A Scalable and Energy-Efficient Chiplet-based GPU Architecture Using Photonic Links},
booktitle = {Proceedings of the 52nd International Conference on Parallel Processing},
pages = {566–575},
year = {2023}
}
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| ICPP'23 |
WRHT: Efficient All-reduce for Distributed DNN Training in Optical Interconnect Systems
Hao Zhang, Yawen Chen, Zhiyi Huang, Haibo Zhang, and Fei Dai.
Proceedings of the 52nd International Conference on Parallel Processing, 2023.
@inproceedings{Dai:ICPP23,
author = {Fei Dai, Yawen Chen, Zhiyi Huang, and Haibo Zhang},
title = {WRHT: Efficient All-reduce for Distributed DNN Training in Optical Interconnect Systems},
booktitle = {Proceedings of the 52nd International Conference on Parallel Processing},
pages = {556–565},
year = {2023}
}
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|
| PPoPP'23 |
Efficient All-Reduce for Distributed DNN Training in Optical Interconnect Systems
Fei Dai, Yawen Chen, Zhiyi Huang, Haibo Zhang, and Fangfang Zhang.
Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2023.
@inproceedings{Dai:PPoPP23,
author = {Fei Dai, Yawen Chen, Zhiyi Huang, Haibo Zhang, and Fangfang Zhang},
title = {Efficient All-Reduce for Distributed DNN Training in Optical Interconnect Systems},
booktitle = {Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming},
pages = {422–424},
year = {2023}
}
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| ACM TIM |
EEG-CLNet: Collaborative Learning for Simultaneous Measurement of Sleep Stages and OSA Events Based on Single EEG Signal
Liu Cheng, Shengqiong Luo, Xinge Yu, Hemant Ghayvat, Haibo Zhang, and Yuan Zhang.
IEEE Transactions on Instrumentation and Measurement, 2023.
@article{Liu:TIM23,
author = {Liu Cheng, Shengqiong Luo, Xinge Yu, Hemant Ghayvat, Haibo Zhang, and Yuan Zhang},
title = {EEG-CLNet: Collaborative Learning for Simultaneous Measurement of Sleep Stages and OSA Events Based on Single EEG Signal},
booktitle = {IEEE Transactions on Instrumentation and Measurement},
volume = {72},
pages = {1-10},
year = {2023}
}
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| IEEE JBHI |
MtCLSS: Multi-Task Contrastive Learning for Semi-Supervised Pediatric Sleep Staging
Yamei Li, Shengqiong Luo, Haibo Zhang, Yinkai Zhang, Yuan Zhang, and Benny Lo.
IEEE Journal of Biomedical and Health Informatics, 2023.
@article{Li:JBHI23,
author = {Yamei Li, Shengqiong Luo, Haibo Zhang, Yinkai Zhang, Yuan Zhang, and Benny Lo},
title = {MtCLSS: Multi-Task Contrastive Learning for Semi-Supervised Pediatric Sleep Staging},
booktitle = {IEEE Journal of Biomedical and Health Informatics},
volume = {27},
number = {6},
pages = {2647-2655},
year = {2023}
}
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| IEEE TWC |
Low RF-complexity digital transmit beamforming for large-scale millimeter wave MIMO systems
Waqas Ahmad, Haibo Zhang, Yawen Chen,and Naveed Iqbal.
IEEE Transactions on Wireless Communications, 2022.
@article{Ahmad:TWC22,
author = {Waqas Ahmad, Haibo Zhang, Yawen Chen, and Naveed Iqbal},
title = {Low RF-complexity digital transmit beamforming for large-scale millimeter wave MIMO systems},
booktitle = {IEEE Transactions on Wireless Communications},
volume = {21},
number = {10},
pages = {8308-8321},
year = {2022}
}
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|
| PAKDD'22 |
Rule-Based Collaborative Learning with Heterogeneous Local Learning Models
Ying Pang, Haibo Zhang, Jeremiah D Deng, Lizhi Peng,and Fei Teng.
Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2022.
@inproceedings{Ying:PAKDD22,
author = {Ying Pang, Haibo Zhang, Jeremiah D Deng, Lizhi Peng, and Fei Teng},
title = {Rule-Based Collaborative Learning with Heterogeneous Local Learning Models},
booktitle = {Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining},
pages = {639-651},
year = {2022}
}
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| IEEE TMC |
Energy-efficient non-orthogonal multiple access for downlink communication in mobile edge computing systems
Lin Zhang, Furong Fang, Guixun Huang, Yawen Chen, Haibo Zhang, Yuan Jiang, and Weibin Ma.
IEEE Transactions on Mobile Computing, 2021.
@article{Zhang:TMC21,
author = {Lin Zhang, Furong Fang, Guixun Huang, Yawen Chen, Haibo Zhang, Yuan Jiang, and Weibin Ma},
title = {Energy-efficient non-orthogonal multiple access for downlink communication in mobile edge computing systems},
booktitle = {IEEE Transactions on Mobile Computing},
volume = {21},
number = {12},
pages = {4310-4322},
year = {2021}
}
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| IEEE TMC |
Tuatara: Location-driven power-adaptive communication for wireless body area networks
Abbas Arghavani, Haibo Zhang, Zhiyi Huang, Yawen Chen, and Zhenxiang Chen.
IEEE Transactions on Mobile Computing, 2021.
@article{Arghavani:TMC21,
author = {Abbas Arghavani, Haibo Zhang, Zhiyi Huang, Yawen Chen, and Zhenxiang Chen},
title = {Tuatara: Location-driven power-adaptive communication for wireless body area networks},
booktitle = {IEEE Transactions on Mobile Computing},
volume = {22},
number = {1},
pages = {574-588},
year = {2021}
}
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| ICAPS'21 |
E2Coop: Energy Efficient and Cooperative Obstacle Detection and Avoidance for UAV Swarms
Shuangyao Huang, Haibo Zhang, and Zhiyi Huang.
Proceedings of the International Conference on Automated Planning and Scheduling, 2021.
@inproceedings{Huang:ICAPS21,
author = {Shuangyao Huang, Haibo Zhang, and Zhiyi Huang},
title = {$E^2Coop$: Energy Efficient and Cooperative Obstacle Detection and Avoidance for UAV Swarms},
booktitle = {Proceedings of the International Conference on Automated Planning and Scheduling},
pages = {634-642},
year = {2021}
}
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|
| LCN'20 |
StopEG: Detecting when to stop exponential growth in TCP slow-start
Mahdi Arghavani, Haibo Zhang, David Eyers, and Abbas Arghavani.
Proceedings of the IEEE 45th Conference on Local Computer Networks, 2020.
@inproceedings{Arghavani:LCN20,
author = {Mahdi Arghavani, Haibo Zhang, David Eyers, and Abbas Arghavani},
title = {StopEG: Detecting when to stop exponential growth in TCP slow-start},
booktitle = {Proceedings of the IEEE 45th Conference on Local Computer Networks},
pages = {77-87},
year = {2020}
}
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|
| IEEE TKDE |
Gaussian distribution based oversampling for imbalanced data classification
Yuxi Xie, Min Qiu, Haibo Zhang, Lizhi Peng, and Zhenxiang Chen.
IEEE Transactions on Knowledge and Data Engineering, 2020.
@article{Xie:TKDE20,
author = {Yuxi Xie, Min Qiu, Haibo Zhang, Lizhi Peng, and Zhenxiang Chen},
title = {Gaussian distribution based oversampling for imbalanced data classification},
booktitle = {IEEE Transactions on Knowledge and Data Engineering},
volume = {34},
number = {2},
pages = {667-679},
year = {2020}
}
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|
| IFIP Networking |
Full downlink channel reconstruction using incomplete uplink channel measurements in massive MIMO networks
Aleksei Fedorov, Haibo Zhang, Galina Sidorenko, and Bo Yang.
Proceedings of the IFIP Networking Conferences, 2019.
@inproceedings{Fedorov:IFIPNetworking19,
author = {Aleksei Fedorov, Haibo Zhang, Galina Sidorenko, and Bo Yang},
title = {Full downlink channel reconstruction using incomplete uplink channel measurements in massive MIMO networks},
booktitle = {Proceedings of the IFIP Networking Conference},
pages = {1-9},
year = {2019}
}
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|
| ACM TECS |
Chimp: A learning-based power-aware communication protocol for wireless body area networks
Abbas Arghavani, Haibo Zhang, Zhiyi Huang, and Yawen Chen.
ACM Transactions on Embedded Computing Systems, 2019.
@article{Arghavani:TECS19,
author = {Abbas Arghavani, Haibo Zhang, Zhiyi Huang, and Yawen Chen},
title = {Chimp: A learning-based power-aware communication protocol for wireless body area networks},
booktitle = {ACM Transactions on Embedded Computing Systems},
volume = {18},
number = {2},
pages = {1-26},
year = {2019}
}
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|
| ICCCN'18 |
User Localization Using Random Access Channel Signals in LTE Networks with Massive MIMO
Aleksei Fedorov, Haibo Zhang, and Yawen Chen.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018.
@inproceedings{Fedorov:ICCCN18,
author = {Aleksei Fedorov, Haibo Zhang, and Yawen Chen},
title = {User Localization Using Random Access Channel Signals in LTE Networks with Massive MIMO},
booktitle = {Proceedings of the 27th International Conference on Computer Communication and Networks},
pages = {1-9},
year = {2018}
}
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|
| IEEE T-SUSC |
Wavelength-reused hierarchical optical network on chip architecture for manycore processors
Feiyang Liu, Haibo Zhang, Yawen Chen, Zhiyi Huang, and Huaxi Gu.
IEEE Transactions on Sustainable Computing, 2017.
@article{Liu:T-SUSC,
author = {Feiyang Liu, Haibo Zhang, Yawen Chen, Zhiyi Huang, and Huaxi Gu},
title = {Wavelength-reused hierarchical optical network on chip architecture for manycore processors},
booktitle = {IEEE Transactions on Sustainable Computing},
volume = {4},
number = {2},
pages = {231-244},
year = {2017}
}
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|
| ACM TOIT |
Adaptive message routing and replication in mobile opportunistic networks for connected communities
Haibo Zhang, Luming Wan, Yawen Chen, Laurence T Yang, and Lizhi Peng.
ACM Transactions on Internet Technology, 2017.
@article{Zhang:TOIT17,
author = {Haibo Zhang, Luming Wan, Yawen Chen, Laurence T Yang, and Lizhi Peng},
title = {Adaptive message routing and replication in mobile opportunistic networks for connected communities},
booktitle = {ACM Transactions on Internet Technology},
volume = {18},
number = {1},
pages = {1-22},
year = {2017}
}
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|
| LCN'17 |
ATPS: Adaptive Transmission Power Selection for Communication in Wireless Body Area Networks
Abbas Arghavani, Haibo Zhang, Zhiyi Huang, and Yawen Chen.
Proceedings of the IEEE 42nd Conference on Local Computer Networks , 2017.
@inproceedings{Arghavani:LCN17,
author = {Abbas Arghavani, Haibo Zhang, Zhiyi Huang, and Yawen Chen},
title = {ATPS: Adaptive Transmission Power Selection for Communication in Wireless Body Area Networks},
booktitle = {Proceedings of the IEEE 42nd Conference on Local Computer Networks },
pages = {1-6},
year = {2017}
}
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|
| WoWMoM'16 |
Routing in Delay tolerant networks with fine-grained contact characterisation and dynamic message replication
Luming Wan, Haibo Zhang, Feiyang Liu, and Yawen Chen.
Proceedings of the IEEE 17th international symposium on a world of wireless, mobile and multimedia networks, 2016.
@inproceedings{Wam:WoWMOM16,
author = {Luming Wan, Haibo Zhang, Feiyang Liu, and Yawen Chen},
title = {Routing in Delay tolerant networks with fine-grained contact characterisation and dynamic message replication},
booktitle = {Proceedings of the IEEE 17th international symposium on a world of wireless, mobile and multimedia networks},
pages = {1-6},
year = {2016}
}
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|
| INFOCOM'15 |
WRH-ONoC: A wavelength-reused hierarchical architecture for optical network on chips
Feiyang Liu, Haibo Zhang, Yawen Chen, Zhiyi Huang, and Huaxi Gu.
Proceedings of the IEEE Conference on Computer Communications, 2015.
@inproceedings{Liu:INFOCOM15,
author = {Feiyang Liu, Haibo Zhang, Yawen Chen, Zhiyi Huang, and Huaxi Gu},
title = {WRH-ONoC: A wavelength-reused hierarchical architecture for optical network on chips},
booktitle = {Proceedings of the IEEE Conference on Computer Communications},
pages = {1912-1920},
year = {2015}
}
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|
| IEEE TVT |
Time-optimal convergecast with separated packet copying: Scheduling policies and performance
Haibo Zhang, Fredrik Österlind, Pablo Soldati, Thiemo Voigt, and Mikael Johansson.
IEEE Transactions on Vehicular Technology, 2014.
@article{Zhang:TVT,
author = {Haibo Zhang, Fredrik Österlind, Pablo Soldati, Thiemo Voigt, and Mikael Johansson},
title = {Time-optimal convergecast with separated packet copying: Scheduling policies and performance},
booktitle = {IEEE Transactions on Vehicular Technology},
volume = {64},
number = {2},
pages = {793-803},
year = {2014}
}
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|
| INFOCOM'14 |
Optimal link scheduling for delay-constrained periodic traffic over unreliable wireless links
Yan Li, Haibo Zhang, Zhiyi Huang, and Michael Albert.
Proceedings of the IEEE Conference on Computer Communications, 2014.
@inproceedings{Li:INFOCOM14,
author = {Yan Li, Haibo Zhang, Zhiyi Huang, and Michael Albert},
title = {Optimal link scheduling for delay-constrained periodic traffic over unreliable wireless links},
booktitle = {Proceedings of the IEEE Conference on Computer Communications},
pages = {1465-1473},
year = {2014}
}
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|
| IEEE TWC |
Performance bounds and latency-optimal scheduling for convergecast in WirelessHART networks
Haibo Zhang, Pablo Soldati, and Mikael Johansson.
IEEE Transactions on Wireless Communications, 2013.
@article{Zhang:TWC13,
author = {Haibo Zhang, Pablo Soldati, and Mikael Johansson},
title = {Performance bounds and latency-optimal scheduling for convergecast in WirelessHART networks},
booktitle = {IEEE Transactions on Wireless Communications},
volume = {12},
number = {6},
pages = {2688-2696},
year = {2013}
}
[ paper |
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|
| LCN'13 |
Probabilistic routing based on fine-grained contact characterization in delay tolerant networks
Aysha Al-Hinai and Haibo Zhang.
Proceedings of the 38th annual IEEE Conference on Local computer networks, 2013.
@inproceedings{Al-Hinai:LCN13,
author = {Aysha Al-Hinai and Haibo Zhang},
title = {Probabilistic routing based on fine-grained contact characterization in delay tolerant networks},
booktitle = {Proceedings of the 38th annual IEEE Conference on Local computer networks},
pages = {581-588},
year = {2013}
}
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|
| IEEE TWC |
Energy-efficient deadline-constrained maximum reliability forwarding in lossy networks
Zhenhua Zou, Pablo Soldati, Haibo Zhang, and Mikael Johansson.
IEEE Transactions on Wireless Communications, 2012.
@article{Zou:TWC12,
author = {Zhenhua Zou, Pablo Soldati, Haibo Zhang, and Mikael Johansson},
title = {Energy-efficient deadline-constrained maximum reliability forwarding in lossy networks},
booktitle = {IEEE Transactions on Wireless Communications},
volume = {11},
number = {10},
pages = {3474-3483},
year = {2012}
}
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|
| MASS'11 |
Hidden terminal-aware contention resolution with an optimal distribution
Euhanna Ghadimi, Pablo Soldati, Fredrik Osterlind, Haibo Zhang, and Mikael Johansson.
Proceedings of the IEEE Eighth International Conference on Mobile Ad-Hoc and Sensor Systems, 2011.
@inproceedings{Ghadimi:MASS11,
author = {Euhanna Ghadimi, Pablo Soldati, Fredrik Osterlind, Haibo Zhang, and Mikael Johansson},
title = {Hidden terminal-aware contention resolution with an optimal distribution},
booktitle = {Proceedings of the IEEE Eighth International Conference on Mobile Ad-Hoc and Sensor Systems},
pages = {182-191},
year = {2011}
}
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|
| GLOBECOM'10 |
Optimal routing and scheduling of deadline-constrained traffic over lossy networks
Pablo Soldati, Haibo Zhang, Zhenhua Zou, and Mikael Johansson.
Proceedings of the IEEE Global Telecommunications Conference, 2010.
@inproceedings{Soldati:GLOBECOM10,
author = {Pablo Soldati, Haibo Zhang, Zhenhua Zou, and Mikael Johansson},
title = {Optimal routing and scheduling of deadline-constrained traffic over lossy networks},
booktitle = {Proceedings of the IEEE Global Telecommunications Conference},
pages = {1-6},
year = {2010}
}
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| SECON'10 |
Rapid convergecast on commodity hardware: Performance limits and optimal policies
Haibo Zhang, Fredrik Osterlind, Pablo Soldati, Thiemo Voigt, and Mikael Johansson.
Proceedings of the Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks , 2010.
@inproceedings{Zhang:SECON10,
author = {Haibo Zhang, Fredrik Osterlind, Pablo Soldati, Thiemo Voigt, and Mikael Johansson},
title = {Rapid convergecast on commodity hardware: Performance limits and optimal policies},
booktitle = {Proceedings of the Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks },
pages = {1-9},
year = {2010}
}
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|
| IEEE TPDS |
Energy-efficient beaconless geographic routing in wireless sensor networks
Haibo Zhang and Hong Shen.
IEEE transactions on parallel and distributed systems, 2009.
@article{Zhang:TPDS09,
author = {Haibo Zhang and Hong Shen},
title = {Energy-efficient beaconless geographic routing in wireless sensor networks},
booktitle = {IEEE transactions on parallel and distributed systems},
volume = {21},
number = {6},
pages = {881-896},
year = {2009}
}
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|
| WiOpt'09 |
Optimal link scheduling and channel assignment for convergecast in linear WirelessHART networks
Haibo Zhang, Pablo Soldati, and Mikael Johansson.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, 2009.
@inproceedings{Zhang:WiOpt09,
author = {Haibo Zhang, Pablo Soldati, and Mikael Johansson},
title = {Optimal link scheduling and channel assignment for convergecast in linear WirelessHART networks},
booktitle = {Proceedings of the International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks},
pages = {1-8},
year = {2009}
}
[ paper |
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|
| IEEE TPDS |
Balancing energy consumption to maximize network lifetime in data-gathering sensor networks
Haibo Zhang and Hong Shen.
IEEE transactions on parallel and distributed systems, 2008.
@article{Zhang:TPDS08,
author = {Haibo Zhang and Hong Shen},
title = {Balancing energy consumption to maximize network lifetime in data-gathering sensor networks},
booktitle = {IEEE transactions on parallel and distributed systems},
volume = {20},
number = {10},
pages = {1526-1539},
year = {2008}
}
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|
| ICPP'07 |
EEGR: Energy-efficient geographic routing inwireless sensor networks
Haibo Zhang, and Hong Shen.
Proceedings of the International Conference on Parallel Processing, 2007.
@inproceedings{Zhang:ICPP07,
author = {Haibo Zhang, and Hong Shen},
title = {EEGR: Energy-efficient geographic routing inwireless sensor networks},
booktitle = {Proceedings of the International Conference on Parallel Processing},
pages = {1-10},
year = {2007}
}
[ paper |
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|
| IPDPS'07 |
Optimal energy balanced data gathering in wireless sensor networks
Haibo Zhang, Hong Shen, and Yasuo Tan.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2007.
@inproceedings{Zhang:IPDPS07,
author = {Haibo Zhang, Hong Shen, and Yasuo Tan},
title = {Optimal energy balanced data gathering in wireless sensor networks},
booktitle = {Proceedings of the IEEE International Parallel and Distributed Processing Symposium},
pages = {1-10},
year = {2007}
}
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I am looking for self-motivated PhD students to work on photonic computing and communication, machine learning acceleration, distributed learning, and wireless networking.