Haiming Jin

Associate Professor

John Hopcroft Center for Computer Science

Shanghai Jiao Tong University

Room 1108-2, Software Engineering Building No. 1
Dongchuan Road 800, Shanghai, China

Email: jinhaiming at sjtu dot edu dot cn

Haiming Jin's photo

[Biography] [Research Interests][Openings] [Publications] [Teaching] [Professional Activities]


Biography

I am currently a tenure-track Associate Professor in the John Hopcroft Center (JHC) for Computer Science at Shanghai Jiao Tong University (SJTU). From September 2018 to August 2021, I was an assistant professor in JHC at SJTU. From June 2017 to June 2018, I was a Postdoctoral Research Associate in the Coordinated Science Laboratory (CSL) of University of Illinois at Urbana-Champaign (UIUC), advised by Prof. R. Srikant and Prof. Klara Nahrstedt. I received my PhD degree from the Department of Computer Science of UIUC in May 2017, advised by Prof. Klara Nahrstedt. Before that, I received my Bachelor degree from the Department of Electronic Engineering of SJTU in July 2012.

Research Interests

I am broadly interested in theoretical modeling and analysis, system implementation, and data-driven researches in the intersection of AI, machine learning, and networks and systems. My interested research areas include intelligent internet of things, urban computing, smart transportation, crowd sensing, mobile and ubiquitous computing, reinforcement learning in networks and systems, cloud and edge computing, game theory and network economics, etc.

Openings

For any student who is interested in working with me on theoretical modeling, algorithm design and analysis, system implementation, and data analysis in the aforementioned (but not limited to those) areas, please feel free to shoot me an email. Students at all levels, both undergraduate and graduate students, are welcomed!

Selected Publications (Full Publications)

Journal Papers

  • Chonghuan Wang, Yiwen Song, Guiyun Fan, Haiming Jin, Lu Su, Fan Zhang, Xinbing Wang, "Optimizing Cross-Line Dispatching for Minimum Electric Bus Fleet", accepted by IEEE Transactions on Mobile Computing (TMC).
  • Bin Lu, Xiaoying Gan, Haiming Jin, Luoyi Fu, Xinbing Wang, Haisong Zhang, "Make More Connections: Urban Traffic Flow Forecasting with Spatiotemporal Adaptive Gated Graph Convolution Network", accepted by ACM Transactions on Intelligent Systems and Technology (TIST).
  • Yuqing Li, Wenkuan Dai, Xiaoying Gan, Haiming Jin, Luoyi Fu, Huadong Ma, Xinbing Wang, "Cooperative Service Placement and Scheduling in Edge Clouds: A Deadline-Driven Approach", accepted by IEEE Transactions on Mobile Computing (TMC).
  • Enshu Wang, Rong Ding, Zhaoxing Yang, Haiming Jin, Chenglin Miao, Lu Su, Fan Zhang, Chunming Qiao, Xinbing Wang, "Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning", accepted by IEEE Transactions on Mobile Computing (TMC).
  • Guiyun Fan, Zhaoxing Yang, Haiming Jin, Xiaoying Gan, Xinbing Wang, "Enabling Optimal Control under Demand Elasticity for Electric Vehicle Charging Systems", accepted by IEEE Transactions on Mobile Computing (TMC).
  • Guiyun Fan, Haiming Jin, Qihong Liu, Wei Qin, Xiaoying Gan, Huan Long, Luoyi Fu, Xinbing Wang, "Joint Scheduling and Incentive Mechanism for Spatio-Temporal Vehicular Crowd Sensing", IEEE Transactions on Mobile Computing (TMC), Vol. 20, Issue 4, Pages 1449-1464, April 2021.
  • Yuqing Li, Xiong Wang, Xiaoying Gan, Haiming Jin, Luoyi Fu, Xinbing Wang, "Learning-Aided Computation Offloading for Trusted Collaborative Mobile Edge Computing", IEEE Transactions on Mobile Computing (TMC), Vol. 19, Issue 12, Pages 2833-2849, December 2020.
  • Zhida Qin, Ziquan You, Haiming Jin, Xiaoying Gan, Jingchao Wang, "Homophily-Driven Evolution Increases the Diffusion Accuracy in Social Networks", IEEE Transactions on Network Science and Engineering (TNSE), Vol. 7, Issue 4, Pages 2680-2692, December 2020.
  • Tuo Yu, Haiming Jin, Klara Nahrstedt, "Mobile Devices based Eavesdropping of Handwriting", IEEE Transactions on Mobile Computing (TMC), Vol. 19, Issue 7, Pages 1649-1663, July 2020.
  • Xiaoying Gan, Haoxiang Zhang, Zhida Qin, Haiming Jin, "Fast Charging Station Deployment Considering Elastic Demand", IEEE Transactions on Transportation Electrification (TTE), Vol. 6, Issue 1, Pages 158-169, March 2020.
  • Haiming Jin, Baoxiang He, Lu Su, Klara Narstedt, Xinbing Wang, "Data-Driven Pricing for Sensing Effort Elicitation in Mobile Crowd Sensing Systems", IEEE/ACM Transactions on Networking (TON), Vol. 27, Issue 6, Pages 2208-2221, December 2019.
  • Haiming Jin, Lu Su, Danyang Chen, Hongpeng Guo, Klara Nahrstedt, Jinhui Xu, "Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing", IEEE Transactions on Mobile Computing (TMC), Vol. 18, No. 8, Pages 1951-1964, August 2019.
  • Tuo Yu, Haiming Jin, Klara Nahrstedt, "ShoesLoc: In-Shoe Force Sensor-Based Indoor Walking Path Tracking", Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Vol. 3, Issue 1, No. 31, March 2019.
  • Tuo Yu, Haiming Jin, Wai-Tian Tan, Klara Nahrstedt, "SKEPRID: Pose and Illumination Change-Resistant Skeleton-Based Person Re-Identification", ACM Transactions on Multimedia Computing Communcations and Applications (TOMM), Vol. 14, Issue. 4, Article No. 82, October 2018.
  • Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt, "Incentive Mechanism for Privacy-Aware Data Aggregation in Mobile Crowd Sensing Systems", IEEE/ACM Transactions on Networking (TON), Vol. 26, No. 5, Pages 2019-2032, August 2018.

Conference Papers

  • Yiran Zhao, Guiyun Fan, Haiming Jin, Wenze Ma, Baoxiang He, Xinbing Wang, "Joint Order Dispatch and Repositioning for Urban Vehicle Sharing Systems via Robust Optimization", the 41st IEEE International Conference on Distributed Computing Systems (ICDCS 2021), Virtual Conference, July 2021.
  • Rong Ding, Zhaoxing Yang, Yifei Wei, Haiming Jin, Xinbing Wang, "Multi-Agent Reinforcement Learning for Urban Crowd Sensing with For-Hire Vehicles", the 40th IEEE International Conference on Computer Communications (INFOCOM 2021), Virtual Conference, May 2021.
  • Guiyun Fan, Yiran Zhao, Ziliang Guo, Haiming Jin, Xiaoying Gan, Xinbing Wang, "Towards Fine-Grained Spatio-Temporal Coverage for Vehicular Urban Sensing Systems", the 40th IEEE International Conference on Computer Communications (INFOCOM 2021), Virtual Conference, May 2021.
  • Chonghuan Wang, Yiwen Song, Yifei Wei, Guiyun Fan, Haiming Jin, Fan Zhang, "Towards Minimum Fleet for Ridesharing-Aware Mobility-on-Demand Systems", the 40th IEEE International Conference on Computer Communications (INFOCOM 2021), Virtual Conference, May 2021.
  • Yiwen Song, Haiming Jin, "Minimizing Entropy for Crowdsourcing with Combinatorial Multi-Armed Bandit", the 40th IEEE International Conference on Computer Communications (INFOCOM 2021), Virtual Conference, May 2021.
  • Chang Liu, Jiahui Sun, Haiming Jin, Meng Ai, Qun Li, Cheng Zhang, Kehua Sheng, Guobin Wu, Xiaohu Qie, Xinbing Wang, "Spatio-Temporal Hierarchical Adaptive Dispatching for Ridesharing Systems", the 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2020).
  • Abhishek Gupta, Abhinav Khare, Haiming Jin, Adel Sadek, Lu Su, Chunming Qiao, "Estimation of Road Transverse Slope Using Crowd-Sourced Data from Smartphones", the 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2020).
  • Junjie Ou, Jiahui Sun, Yichen Zhu, Haiming Jin, Yijuan Liu, Fan Zhang, Jianqiang Huang, Xinbing Wang, "STP-TrellisNets: Spatial-Temporal Parallel TrellisNets for Metro Station Passenger Flow Prediction", the 29th ACM International Conference on Information and Knowledge Management (CIKM 2020).
  • Bin Lu, Xiaoying Gan, Haiming Jin, Luoyi Fu, Haisong Zhang, "Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting", the 29th ACM International Conference on Information and Knowledge Management (CIKM 2020).
  • Chenhao Ying, Haiming Jin, Xudong Wang, Yuan Luo, "Double Insurance: Incentivized Federated Learning with Differential Privacy in Mobile Crowdsensing", the 39th International Symposium on Reliable Distributed Systems (SRDS 2020).
  • Chenhao Ying, Haiming Jin, Xudong Wang, Yuan Luo, "CHASTE: Incentive Mechanism in Edge-Assisted Mobile Crowdsensing", the 17th Annual IEEE International Conference on Sensing, Communication and Networking (SECON 2020).
  • Zhida Qin, Xiaoying Gan, Jia Liu, Hongqiu Wu, Haiming Jin, Luoyi Fu, "Exploring Best Arm with Top Reward-Cost Ratio in Stochastic Bandits", the 39th IEEE International Conference on Computer Communications (INFOCOM 2020), Beijing, China, April 2020.
  • Zhe Yang, Phuong Nguyen, Haiming Jin, Klara Nahrstedt, "MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows", the 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Dallas, USA, July 2019.
  • Bo Chen, Zhisheng Yan, Haiming Jin, Klara Nahrstedt, "Event-driven Stitching for Tile-based 360 Video Live Streaming", the 10th ACM Multimedia Systems Conference (MMSys 2019), Amherst, USA, June 2019.
  • Haiming Jin, Hongpeng Guo, Lu Su, Klara Nahrstedt, Xinbing Wang, "Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium", the 38th IEEE International Conference on Computer Communications (INFOCOM 2019), Paris, France, April 2019.
  • Haiming Jin, Lu Su, Klara Nahrstedt, "Theseus: Incentivizing Truth Discovery in Mobile Crowd Sensing Systems", the 18th ACM Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc 2017), Chennai, India, July 2017.
  • Haiming Jin, Lu Su, Klara Nahrstedt, "CENTURION: Incentivizing Multi-Requester Mobile Crowd Sensing", the IEEE International Conference on Computer Communications 2017 (INFOCOM 2017), Atlanta, GA, USA, May, 2017.
  • Tuo Yu, Haiming Jin, Klara Nahrstedt, "WritingHacker: Audio based Eavesdropping of Handwriting via Mobile Devices", the 2016 ACM Joint International Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), Heidelberg, Germany, September 2016.
  • Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt, "INCEPTION: Incentivizing Privacy-Preserving Data Aggregation for Mobile Crowd Sensing Systems", the 17th ACM Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc 2016), Paderborn, Germany, July 2016.
  • Haiming Jin, Lu Su, Bolin Ding, Klara Nahrstedt, Nikita Borisov, "Enabling Privacy-Preserving Incentives for Mobile Crowd Sensing Systems", the 36th International Conference on Distributed Computing Systems (ICDCS 2016), Nara, Japan, June 2016.
  • Shaohan Hu, Shuochao Yao, Haiming Jin, Yiran Zhao, Yitao Hu, Xiaochen Liu, Nooreddin Naghibolbosseini, Shen Li, Akash Kapoor, William Dron, Lu Su, Amotz Bar-Noy, Pedro Szekely, Ramesh Govindan, Reginald Hobbs, Tarek Abdelzaher, "Data Acquisition for Real-time Decision-making Under Freshness Constraints", the 36th IEEE Real-time System Symposium (RTSS 2015), San Antonio, USA, December 2015.
  • Haiming Jin, Lu Su, Danyang Chen, Klara Nahrstedt, Jinhui Xu, "Quality of Information Aware Incentive Mechanisms for Mobile Crowd Sensing Systems", the 16th ACM Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc 2015), Hangzhou, China, June 2015.
  • Haiming Jin, He Huang, Lu Su, Klara Nahrstedt, "Cost-minimizing Mobile Access Point Deployment in Workflow-based Mobile Sensor Networks", the 22nd IEEE International Conference on Network Protocols (ICNP 2014), Research Triangle, USA, October 2014.
  • Haiming Jin, Gaofei Sun, Xinbing Wang, Qian Zhang, "Spectrum Trading with Insurance in Cognitive Radio Networks", the 31st Annual IEEE International Conference on Computer Communications (INFOCOM 2012), Orlando, USA, March 2012.

Teaching

Professional Activities

Conference Organization

  • Publicity Chair, The 21st ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc 2020)
  • Poster Chair, The 4th ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI 2018)
  • Associate Organizing Committee Chair, The 14th China Conference on Internet of Things (CWSN 2020)

Program Committee Member

  • The 22nd ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc 2021)
  • The 21st ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc 2020)
  • The 41st IEEE International Conference on Computer Communications (INFOCOM 2022)
  • The 40th IEEE International Conference on Computer Communications (INFOCOM 2021)
  • The 39th IEEE International Conference on Computer Communications (INFOCOM 2020), Distinguished Member
  • The 41st IEEE International Conference on Distributed Computing Systems (ICDCS 2021)
  • The 40th IEEE International Conference on Distributed Computing Systems (ICDCS 2020)
  • The 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019)
  • The 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt 2020)
  • The 17th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt 2019)
  • The 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt 2018)
  • The 63rd IEEE Global Communications Conference (GLOBECOM 2020)
  • The 62nd IEEE Global Communications Conference (GLOBECOM 2019)
  • The 16th International Conference on Mobility, Sensing and Networking (MSN 2020)
  • The 9th IEEE/CIC International Conference on Communications in China (ICCC 2020)
  • The 8th IEEE/CIC International Conference on Communications in China (ICCC 2019)
  • The 15th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2016) Poster