Haiming Jin

Associate Professor
国家海外高层次青年人才计划

Department of Computer Science and Engineering
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][News] [Publications] [Teaching] [Students] [Professional Activities]


Biography

I am currently a tenure-track Associate Professor in the Department of Computer Science and Engineering at Shanghai Jiao Tong University (SJTU). From August 2021 to December 2022, I was a tenure-track Associate Professor in the John Hopcroft Center (JHC) for Computer Science at 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 am named in the 2023 Stanford's list of world's top 2% scientists.

Research Interests & Openings

My primary research interest is wireless sensing, RF computing and applications of reinforcement learning.

For any student who is interested in working with me, 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 and RF computing. Candidates with background in RF circuit, wireless communication, backscatter, mmWave sensing, radar signal proecessing, accoustic sensing, or other related fields will be preferred. Please feel free to contact me, if you are interested.

News

  • Mar. 2024: I am invited to serve as a TPC member for IEEE Global Blockchain Conference 2024.
  • Mar. 2024: I am invited to serve as a TPC member for WiOpt 2024.
  • Feb. 2024: I am invited to serve as a TPC member for IEEE Globecom 2024.
  • Feb. 2024: I will serve as one of the Publicity Chairs for WiOpt 2024. Please consider to submit your papers to WiOpt 2024!
  • Feb. 2024: I am awarded as one of the Distinguished TPC Members of IEEE INFOCOM 2024.
  • Dec. 2023: Paper accepted by AAMAS 2024! Congratulations to Zhaoxing!
  • Dec. 2023: I am invited to serve as a TPC member for IEEE ICDCS 2024.
  • Dec. 2023: Paper accepted by IEEE TKDE! Congratulations to Jiahui!
  • Dec. 2023: I give an invited talk at HUAWEI.
  • Dec. 2023: I am invited to serve as a TPC member for ACM MobiHoc 2024.
  • Oct. 2023: Paper accepted by ACM TOSN! Congratulations to Xiaocheng!
  • Oct. 2023: Paper accepted by ACM SenSys 2023! Congratulations to Rong!
  • Oct. 2023: I give an invited talk at DiDi Chuxing.

Selected Publications (Full Publications)

Wireless Sensing

  • Rong Ding, Haiming Jin, Jianrong Ding, Xiaocheng Wang, Guiyun Fan, Fengyuan Zhu, Xiaohua Tian, Linghe Kong, "Push the Limit of Single-Chip mmWave Radar-Based Egomotion Estimation with Moving Objects in FoV", the 21st ACM Conference on Embedded Networked Sensor Systems (SenSys 2023), Istanbul, Turkey, November 2023. [demo]
  • Xiaocheng Wang, Guiyun Fan, Rong Ding, Haiming Jin, Wentian Hao, Mingyuan Tao, "Water Salinity Sensing with UAV-Mounted IR-UWB Radar", accepted by ACM Transactions on Sensor Networks (TOSN).
  • 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.
  • Rong Ding, Haiming Jin, Dong Xiang, Xiaocheng Wang, Yongkui Zhang, Lu Su, Wentian Hao, Mingyuan Tao, Xinbing Wang, Chenghu Zhou, "Soil Moisture Sensing with UAV-Mounted IR-UWB Radar and Deep Learning", Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Vol. 7, No. 1, Article 11, March 2023.
  • 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.
  • 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.

Reinforcement Learning Applications

  • Jiahui Sun, Haiming Jin, Zhaoxing Yang, Lu Su, "Optimizing Long-Term Efficiency and Fairness in Ride-Hailing under Budget Constraint via Joint Order Dispatching and Driver Repositioning", accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE).
  • Haiming Jin, Yifei Wei, Zhaoxing Yang, Zirui Liu, Guiyun Fan, "Multi-Intersection Management for Connected Autonomous Vehicles by Reinforcement Learning", the 43rd IEEE International Conference on Distributed Computing Systems (ICDCS 2023), Hong Kong, China, July 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.
  • 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.
  • 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.
  • 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.

Crowd Sensing

  • 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. (Best Paper Candidate)
  • 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, 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.
  • 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, 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, 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.

Smart Transportation

  • 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", IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 35, Issue 7, Pages 7526-7540, July 2023.
  • Chonghuan Wang, Yiwen Song, Guiyun Fan, Haiming Jin, Lu Su, Fan Zhang, Xinbing Wang, "Optimizing Cross-Line Dispatching for Minimum Electric Bus Fleet", IEEE Transactions on Mobile Computing (TMC), Vol. 22, Issue 4, Pages 2307-2322, April 2023.
  • 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.
  • 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.
  • 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.
  • 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.

Teaching

Professional Activities

Conference Organization

  • Publicity Chair, The 22nd International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt 2024)
  • 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 2020-2024, INFOCOM 2020-2024, ICDCS 2019-2024, WiOpt 2018-2024, ITC 34-35, Globecom 2019-2024, MSN 2020, ICCC 2019-2020, IPSN 2016 Poster