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

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

This website is no longer maintained. Please visit my new website here.

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. I was elected “国家海外高层次青年人才计划” in 2020.

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!

I am now recruiting several post docs in the area of wireless sensing, especially mmWave sensing. The official advertisement can be found here. Please feel free to contact me, if you are interested.

News

• Feb. 2023: I will serve as a TPC member for IEEE WiOpt 2023.
• Jan. 2023: I am invited to serve as a reviewer for ICML 2023.
• Jan. 2023: Paper accepted by ACM IMWUT 2023! Congratulations to Rong and the team!
• Dec. 2022: I give an invited talk at Shandong University.
• Dec. 2022: Two papers accepted by IEEE INFOCOM 2023! Congratulations to Jiahui and Rong!
• Dec. 2022: I will serve as one of the Publicity Chairs for IEEE SECON 2023. Please consider to submit your papers to IEEE SECON 2023!
• Nov. 2022: Two papers on reinforcement learning accepted by AAAI 2023! Congratulations to Zhaoxing and Haoyi!
• Oct. 2022: I give an invited talk at USTC.
• Oct. 2022: I will serve as a TPC member for ACM MobiHoc 2023.
• Oct. 2022: I will serve as a TPC member for IEEE ICDCS 2023.

Selected Publications (Full Publications)

Journal Papers

• Junjie Ou, Jiahui Sun, Yichen Zhu, Haiming Jin, Yijuan Liu, Fan Zhang, Jianqiang Huang, Xinbing Wang, "STP-TrellisNets+: Spatial-Temporal Parallel TrellisNets for Multi-Step Metro Station Passenger Flow Prediction", accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE).

• 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).

• 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", IEEE Transactions on Mobile Computing (TMC), Vol. 21, Issue 10, Pages 3519-3535, October 2022.

• 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", IEEE Transactions on Mobile Computing (TMC), Vol. 21, Issue 4, Pages 1274-1290, April 2022.

• Guiyun Fan, Zhaoxing Yang, Haiming Jin, Xiaoying Gan, Xinbing Wang, "Enabling Optimal Control under Demand Elasticity for Electric Vehicle Charging Systems", IEEE Transactions on Mobile Computing (TMC), Vol. 21, Issue 3, Pages 955-970, March 2022.

• Xiong Wang, Riheng Jia, Luoyi Fu, Haiming Jin, Xiaohua Tian, Xiaoying Gan, Xinbing Wang, "Online Spatial Crowdsensing with Expertise-aware Truth Inference and Task Allocation", IEEE Journal on Selected Areas in Communications (JSAC), Vol. 40, Issue 1, Pages 412-427, January 2022.

• 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.

• 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.

• 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

• Rong Ding, Haiming Jin, Dingman Shen, "Rotation Speed Sensing with mmWave Radar", the 42nd IEEE International Conference on Computer Communications (INFOCOM 2023), New York area, USA, May 2023.

• Jiahui Sun, Haiming Jin, Rong Ding, Guiyun Fan, Yifei Wei, Lu Su, "Multi-Objective Order Dispatch for Urban Crowd Sensing with For-Hire Vehicles", the 42nd IEEE International Conference on Computer Communications (INFOCOM 2023), New York area, USA, May 2023.

• Zhaoxing Yang, Haiming Jin, Rong Ding, Haoyi You, Guiyun Fan, Xinbing Wang, Chenghu Zhou, "DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning", accepted by the 37th AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA, February 2023.

• Haoyi You, Beichen Yu, Haiming Jin, Zhaoxing Yang, Jiahui Sun, "User-Oriented Robust Reinforcement Learning", accepted by the 37th AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA, February 2023.

• Jiahui Sun, Haiming Jin, Zhaoxing Yang, Lu Su, Xinbing Wang, "Optimizing Long-Term Efficiency and Fairness in Ride-Hailing via Joint Order Dispatching and Driver Repositioning", the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2022), Washington DC, USA, August 2022.

• Guiyun Fan, Haiming Jin, Yiran Zhao, Yiwen Song, Xiaoying Gan, Jiaxin Ding, Lu Su, Xinbing Wang, "Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems", the 41st IEEE International Conference on Computer Communications (INFOCOM 2022), Virtual Conference, May 2022.

• 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), Seattle, Washington, USA, November 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), Seattle, Washington, USA, November 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), Virtual Conference, October 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.

• 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.

Teaching

• Fall 2022: Principles and Practice of Problem Solving (CS2309)

• Spring 2022: Computer Networks (CS3611)

• Fall 2021: Computer Networks (EE357)

• Fall 2021: Principles and Practice of Problem Solving (CS241)

• Spring 2021: Computer Networks (EE357)

• Fall 2020: Principles and Practice of Problem Solving (CS241)

• Spring 2020: Wireless Communication and Mobile Networks (IE304)

• Fall 2019: Principles and Practice of Problem Solving (CS241)

• Spring 2019: Wireless Communication and Mobile Networks (IE304)

Professional Activities

Conference Organization

• Publicity Chair, The 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON 2023)
• 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

MobiHoc 2020-2023, INFOCOM 2020-2023, ICDCS 2019-2023, WiOpt 2018-2022, ITC 34, Globecom 2019-2022, MSN 2020, ICCC 2019-2020, IPSN 2016) Poster