CONTACT
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Associate Professor (副教授)
Doctoral Supervisor (博士生导师)
Young Chang Jiang Scholar (教育部青年长江学者)
Department of Computer Science and Technology
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025-89681372
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haipengdai@nju.edu.cn
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CS Building 313, Nanjing University
163 Xianlin Blvd.
Nanjing, Jiangsu 210023, China |
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LANDS (先进网络与数据科学研究组)
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RECRUITING
I am looking for well motivated students to work on cutting-edge research projects. Both undergraduate and graduate students are welcome!
[My poster (宣传海报)]
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NEWS
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(04/2023) Our paper "Adaptive Online Cache Capacity Optimization via Lightweight Working Set Size Estimation at Scale" is accepted by ATC! |
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(04/2023) Our paper "Seesaw Counting Filter: A Dynamic Filtering Framework for Vulnerable Negative Keys" is accepted by TKDE! |
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(01/2023) I will serve as the TPC member in SIGKDD 2023! |
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(01/2023) Our paper "JOG: Joint Graph and Operator level Optimizations for Deep Learning Compilation" is accepted by EuroSys! |
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(01/2023) Our paper "SCALAR: Self-Calibrated Acoustic Ranging for Distributed Mobile Devices" is accepted by TMC! |
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(01/2023) Our paper "Distantly Supervised Entity Linking with Selection Consistency Constraint" is accepted by DASFAA! |
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(01/2023) Our paper "MagSound: Magnetic Field Assisted Wireless Earphone Tracking" is accepted by UbiComp! |
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(12/2022) Our paper "Efficient, Scalable and Robust Data Shuffle Service for Distributed MapReduce Computing on Cloud" receives Best Paper Award! from HPCC 2022! |
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(12/2022) I will serve as the TPC member in IJCAI 2023! |
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(12/2022) Our three papers are accepted by INFOCOM 2023! |
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(11/2022) Our paper "DE-DQN: A Dual-Embedding Based Deep Q-Network for Task Assignment Problem in Spatial Crowdsourcing" receives Best Paper Award! from APWeb-WAIM 2022! |
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(11/2022) Our paper "PEACE: Towards Optimizing Monitoring Utility of Unmanned Aerial Vehicles with Adverse Effect Constraints" receives Best Paper Award! from CBD 2022! |
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(08/2022) Our paper "Bloom Filter with Noisy Coding Framework for Multi-Set Membership Testing" is accepted by TKDE! |
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(07/2022) Our paper "Robust Wireless Rechargeable Sensor Networks" is accepted by TNET! |
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(07/2022) Our three papers are accepted by SECON 2022! |
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(07/2022) Our paper "VECTOR: Velocity Based Temperature-field Monitoring with Distributed Acoustic Devices" is accepted by Ubicomp 2022! |
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(06/2022) Our paper "A Pareto Optimal Bloom Filter Family with Hash Adaptivity" is accepted by VLDBJ! |
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(05/2022) Our paper "Packet-in Request Redirection: A Load-balancing Mechanism for Minimizing Control Plane Response Time in SDNs" is accepted by JSA! |
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(04/2022) Our paper "DUET: Joint Deployment of Trucks and Drones for Object Monitoring" is accepted by IWQoS 2022! |
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(03/2022) Our paper "Comprehensive Cost Optimization for Charger Deployment in Multi-hop Wireless Charging" is accepted by TMC! |
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(03/2022) Our paper "CoTask: Correlation-Aware Task Offloading in Edge Computing" is accepted by WWWJ! |
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(02/2022) Our paper "Optimal Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSNs" is accepted by TOSN! |
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(01/2022) Our paper "Fluid: Dataset Abstraction and Elastic Acceleration for Cloud-native Deep Learning Training Jobs" is accepted by ICDE 2022! |
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(01/2022) I will serve as the TPC member in SC 2022! |
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(01/2022) I will serve as the TPC member in IWQoS 2022! |
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(01/2022) Our two papers are accepted by WWW 2022! |
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(01/2022) Our paper "Continuous Network Update with Consistency Guaranteed in Software-Defined Networks" is accepted by TNET! |
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(01/2022) Our paper "Near-Optimal and Collaborative Service Caching in Mobile Edge Clouds" is accepted by TMC! |
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SELECTED PUBLICATIONS [Complete Publication List]
 [JSAC] Yuben Qu, Haipeng Dai, Haichao Wang, Chao Dong, Fan Wu, Song Guo and Qihui Wu. "Service Provisioning for UAV-Enabled Mobile Edge Computing", IEEE Journal on Selected Areas in Communications (JSAC), 2021. TBD
[ICDE'21] Rongbiao Xie, Meng Li, Zheyu Miao, Rong Gu*, He Huang, Haipeng Dai* and Guihai Chen. "Hash Adaptive Bloom Filter". In Proceedings of the 37th IEEE International Conference on Data Engineering (ICDE), Virtual Event, April 19-22, 2021. TBD
[TMC] Yuben Qu, Haipeng Dai, Fan Wu, Dongyu Lu, Chao Dong, Shaojie Tang and Guihai Chen. "Robust Offloading Scheduling for Mobile Edge Computing" , IEEE Transactions on Mobile Computing (TMC), 2020. TBD
[TMC] Haipeng Dai, Yun Xu, Guihai Chen, Wanchun Dou, Chen Tian, Xiaobing Wu and Tian He. "ROSE: Robustly Safe Charging for Wireless Power Transfer" , IEEE Transactions on Mobile Computing (TMC), 2020. TBD
[TNET] Haipeng Dai, Yunhuai Liu, Nan Yu, Chaofeng Wu, Guihai Chen, Tian He and Alex X. Liu. "Radiation Constrained Wireless Charger Placement". IEEE/ACM Transactions on Networking (TNET), 2020. TBD
[TNET] Weijun Wang, Haipeng Dai, Chao Dong, Xiao Cheng, Xiaoyu Wang, Panlong Yang, Guihai Chen and Wanchun Dou. "Placement of Unmanned Aerial Vehicles for Directional Coverage in 3D Space". IEEE/ACM Transactions on Networking (TNET), 2020. TBD
[TNET] Meng Li, Haipeng Dai, Xiaoyu Wang, Rui Xia, Alex X. Liu and Guihai Chen. "Thresholded Monitoring in Distributed Data Streams". IEEE/ACM Transactions on Networking (TNET), 2020. TBD
[IPDPS'20] Dongyu Lu, Yuben Qu, Fan Wu, Haipeng Dai, Chao Dong and Guihai Chen. "Robust Server Placement for Edge Computing". In Proceedings of the 34th IEEE International Parallel and Distributed Processing Symposium (IPDPS), New Orleans, USA, May 18-22, 2020. TBD
[INFOCOM'20] Haipeng Dai, Chaofeng Wu, Xiaoyu Wang, Wanchun Dou and Yunhuai Liu. "Placing Wireless Chargers with Limited Mobility". In Proceedings of the 39th Annual IEEE International Conference on Computer Communications (INFOCOM), Beijing, China, April 27-30, 2020. Acceptance rate: 19.8%. TBD
[SECON'19] Haipeng Dai, Wei Wang, Alex X. Liu, Kang Ling and Jiajun Sun. "Speech Based Human Authentication on Smartphones". In Proceedings of the 16th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), Boston, Massachusetts, USA, June 10-13, 2019. Acceptance rate: 54/189 = 28.6%. TBD
[INFOCOM'19] Xiaoyu Wang, Haipeng Dai, He Huang, Yunhuai Liu, Guihai Chen and Wanchun Dou. "Robust Scheduling for Wireless Charger Networks". In Proceedings of the 38th Annual IEEE International Conference on Computer Communications (INFOCOM), Paris, France, April 29-May 2, 2019. Acceptance rate: 19.7%. 
[INFOCOM'19] Weijun Wang, Haipeng Dai, Chao Dong, Xiao Cheng, Xiaoyu Wang, Guihai Chen and Wanchun Dou. "PANDA: Placement of Unmanned Aerial Vehicles Achieving 3D Directional Coverage". In Proceedings of the 38th Annual IEEE International Conference on Computer Communications (INFOCOM), Paris, France, April 29-May 2, 2019. Acceptance rate: 19.7%.
[Ubicomp'19] Zeshui Li, Haipeng Dai, Wei Wang, Alex X. Liu and Guihai Chen. "PCIAS: Precise and Contactless Measurement of Instantaneous Angular Speed using a Smartphone". In Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 2019. TBD
[SECON'18] Kang Ling, Haipeng Dai, Yuntang Liu and Alex X. Liu. "UltraGesture: Fine-Grained Gesture Sensing and Recognition". In Proceedings of the 15th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), Hong Kong, China, June 11-13, 2018. Best Paper Award Runner-up! Acceptance rate: 49/211 = 23.2%. TBD
[MobiSys'18] Ke Sun, Wei Wang, Alex X. Liu and Haipeng Dai. "Depth Aware Finger Tapping on Virtual Displays". In Proceedings of the 16th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), Munich, Germany, June 10-15, 2018. Acceptance rate: 37/138 = 26.8%. TBD
[TNET] Haipeng Dai, Yunhuai Liu, Guihai Chen, Xiaobing Wu, Tian He, Alex X. Liu and Huizhen Ma. "Safe Charging for Wireless Power Transfer". IEEE/ACM Transactions on Networking (TNET), Vol. 25, No. 6, pages 3531-3544, 2017. TBD
[INFOCOM'18] Haipeng Dai, Yang Zhao, Guihai Chen, Wanchun Dou, Chen Tian, Xiaobing Wu and Tian He. "Robustly Safe Charging for Wireless Power Transfer". In Proceedings of the 37th Annual IEEE International Conference on Computer Communications (INFOCOM), Honolulu, HI, USA, April 15-19, 2018. Acceptance rate: 309/1606 = 19.2%. TBD
[INFOCOM'18] Haipeng Dai, Meng Li and Alex X. Liu. "Finding Persistent Items in Distributed Datasets". In Proceedings of the 37th Annual IEEE International Conference on Computer Communications (INFOCOM), Honolulu, HI, USA, April 15-19, 2018. Acceptance rate: 309/1606 = 19.2%. TBD
[MobiHoc'17] Haipeng Dai, Huizhen Ma and Alex X. Liu. "Radiation Constrained Scheduling of Wireless Charging Tasks." In Proceedings of the 18th ACM International Symposium on Moblie Ad Hoc Networking and Computing (MobiHoc), IIT Madras, Chennai, India, July 10-14, 2017. Acceptance rate: 17%.
[INFOCOM'17] Haipeng Dai, Xiaoyu Wang, Alex X. Liu, Huizhen Ma and Guihai Chen. "Optimizing Wireless Charger Placement for Directional Charging". In Proceedings of the 36th Annual IEEE International Conference on Computer Communications (INFOCOM), Atlanta, GA, USA, May 1-4, 2017. Acceptance rate: 292/1395 = 20.93%. Best Paper Award Candidate! (Top 5 among all 292 accepted papers)
[VLDB'17] Haipeng Dai, Muhammad Shahzad, Alex X. Liu and Yuankun Zhong. "Finding Persistent Items in Data Streams". In Proceedings of the 43rd International Conference on Very Large Data Bases(VLDB), Munich, Germany, Aug 28-Sep 1, 2017.
[SIGMETRICS'16] Haipeng Dai, Yuankun Zhong, Alex X. Liu, Wei Wang and Meng Li. "Noisy Bloom Filters for Multi-Set Membership Testing". In ACM SIGMETRICS/IFIP Performance (SIGMETRICS), Antibes Juan-Les-Pins, France, June 14-18, 2016. Acceptance rate: 28/208 = 13.46%.
[INFOCOM'16] Haipeng Dai, Yunhuai Liu, Alex X. Liu, Lingtao Kong, Guihai Chen and Tian He. "Radiation Constrained Wireless Charger Placement". In Proceedings of the 35th Annual IEEE International Conference on Computer Communications (INFOCOM), San Francisco, CA, USA, April 10-15, 2016. Acceptance rate: 300/1644 = 18.25%.
[ICNP'15] Jiaqi Zheng, Hong Xu, Guihai Chen and Haipeng Dai. "Minimizing Transient Congestion during Network Update in Data Centers". In Proceedings of the 23rd IEEE International Conference on Network Protocols (ICNP), San Francisco, CA, USA, Nov 10-13, 2015. Best Paper Award!
[INFOCOM'14] Haipeng Dai, Yunhuai Liu, Guihai Chen, Xiaobing Wu and Tian He. "Safe Charging for Wireless Power Transfer". In Proceedings of the 33rd Annual IEEE International Conference on Computer Communications (INFOCOM), pages 1105-1113, Toronto, Canada, April 27-May 2, 2014. Acceptance rate: 19.4%.
[TPDS] Haipeng Dai, Guihai Chen, Chonggang Wang, Shaowei Wang, Xiaobing Wu and Fan Wu. "Quality of Energy Provisioning for Wireless Power Transfer". IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 26, No. 2, pages 527-537, 2014.
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