1. An Optimization Approach for Selection and Deployment of Energy-Efficient Servers in Green Data Centers.
    Duc Van Le, Rui Tan.
    The 12th International Workshop on The Ever-Evolving Data Centers: Research and Innovation (E2DC), co-located with ACM e-Energy, June 4, 2024, Singapore
  1. Poster: Two Tropical Data Center Testbeds and Data Yields from 2018 to 2024.
    Rongrong Wang, Duc Van Le, Rui Tan.
    The 15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy), June 5-7, 2024, Singapore.

  1. FedCFC On-Device Personalized Federated Learning with Closed-Form Continuous-Time Neural Networks.
    Yimin Dai, Rui Tan.
    The 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), May 13-16, 2024, Hong Kong. CPS-IoT Week 2024. (Acceptance ratio: 21.5%)
    PDF, Code

  2. Invisible Optical Adversarial Stripes on Traffic Sign against Autonomous Vehicles.
    Dongfang Guo, Yuting Wu, Yimin Dai, Pengfei Zhou, Xin Lou, Rui Tan.
    The 22nd ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), June 3-7, 2024, Tokyo, Japan. (Acceptance ratio: 16.3%)
    PDF

  3. Incentive Temperature Control for Green Colocation Data Centers via Reinforcement Learning.
    Rongrong Wang, Duc Van Le, Jikun Kang, Rui Tan, Xue Liu.
    The 32nd IEEE/ACM International Symposium on Quality of Service (IWQoS), June 19-21, 2024, Guangzhou, China.
    PDF

  4. Orientation-Aware 3D SLAM in Alternating Magnetic Field from Powerlines.
    Rongrong Wang, Rui Tan, Zhenyu Yan, Chris Xiaoxuan Lu.
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). The ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp), October 5-9, 2024, Melbourne, Australia.
    PDF

  5. Susceptibility of Autonomous Driving Agents to Learning-Based Action-Space Attacks.
    Yuting Wu, Pengfei Zhou, Xin Lou, Rui Tan, Zbigniew Kalbarczyk, Ravishankar K. Iyer.
    The 9th International Workshop on Safety and Security Intelligent Vehicle (SSIV) with DSN'23, June 27, 2023, Porto, Portugal.
    PDF

  6. Effects of Learning-Based Action-Space Attacks on Autonomous Driving Agents.
    Yuting Wu, Xin Lou, Pengfei Zhou, Rui Tan, Zbigniew Kalbarczyk, Ravishankar K. Iyer.
    ICCPS Work-in-Progress session, May 9-12, 2023, San Antonio, Texas, USA. CPS-IoT Week 2023.
    PDF

  7. Towards Efficient Personalized Driver Behavior Modeling with Machine Unlearning.
    Qun Song, Rui Tan, Jianping Wang.
    The 7th IEEE/ACM Workshop on the Internet of Safe Things (SafeThings), May 9, 2023, San Antonio, Texas, USA. CPS-IoT Week 2023.
    PDF

  8. Physics-Informed Machine Learning Model Generalization in AIoT: Opportunities and Challenges.
    Wenjie Luo, Rui Tan.
    The 3rd Workshop on Data-Driven and Intelligent Cyber-Physical Systems for Smart Cities (DI-CPS), May 9, 2023, San Antonio, Texas, USA. CPS-IoT Week 2023.
    PDF

  9. BubCam: A Vision System for Automated Quality Inspection at Manufacturing Lines.
    Jiale Chen, Duc Van Le, Rui Tan, Daren Ho.
    The 14th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS) May 9-12, 2023, San Antonio, Texas, USA. CPS-IoT Week 2023. (Acceptance ratio: 25.6%)
    PDF

  10. Interpersonal Distance Tracking with mmWave Radar and IMUs.
    Yimin Dai, Xian Shuai, Rui Tan, Guoliang Xing.
    The 22nd ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), May 9-12, 2023, San Antonio, Texas, USA. Conditionally accepted. CPS-IoT Week 2023.
    PDF

  11. Indoor Smartphone SLAM with Learned Echoic Location Features.
    Wenjie Luo, Qun Song, Zhenyu Yan, Rui Tan, Guosheng Lin.
    The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys), Nov 6-9, 2022, Boston, USA.
    PDF

  12. PriMask: Cascadable and Collusion-Resilient Data Masking for Mobile Cloud Inference.
    Linshan Jiang, Qun Song, Rui Tan, Mo Li.
    The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys), Nov 6-9, 2022, Boston, USA. Best Paper Candidate
    PDF

  13. Telesonar: Robocall Alarm System by Detecting Echo Channel and Breath Timing.
    Zhenyu Yan, Rui Tan, Qun Song, Chris Xiaoxuan Lu.
    The 20th ACM Conference on Embedded Networked Sensor Systems (SenSys), Nov 6-9, 2022, Boston, USA.
    PDF

  14. Sardino: Ultra-Fast Dynamic Ensemble for Secure Visual Sensing at Mobile Edge.
    Qun Song, Zhenyu Yan, Wenjie Luo, Rui Tan.
    The International Conference on Embedded Wireless Systems and Networks (EWSN 2022).*
    PDF, Code

  15. Demo Abstract: 3D Simultaneous Localization and Mapping with Power Network Electromagnetic Radiation.
    Rongrong Wang, Zhenyu Yan, Yuting Wu, Rui Tan, Chris Xiaoxuan Lu.
    The 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), May 4-6, 2022, Milan, Italy.
    Abstract, Video demo

  16. ILLOC: In-Hall Localization with Standard LoRaWAN Uplink Frames.
    Dongfang Guo, Chaojie Gu, Linshan Jiang, Wenjie Luo, Rui Tan.
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT).
    PDF

  17. Demo Abstract: Infrastructure-Free Smartphone Indoor Localization Using Room Acoustic Responses.
    Dongfang Guo, Wenjie Luo; Chaojie Gu; Yuting Wu; Qun Song; Zhenyu Yan; Rui Tan.
    The 19th ACM Conference on Embedded Networked Sensor Systems (SenSys), November 15-17, 2021, Coimbra, Portugal.
    Abstract, Video demo

  18. LIMU-BERT: Unleashing the Potential of Unlabeled Data for IMU Sensing Applications.
    Huatao Xu, Pengfei Zhou, Rui Tan, Mo Li, Guobin Shen.
    The 19th ACM Conference on Embedded Networked Sensor Systems (SenSys), November 15-17, 2021, Coimbra, Portugal. (Acceptance ratio: 25/139=18%)
    PDF

  19. An Electromagnetic Covert Channel based on Neural Network Architecture.
    Chaojie Gu, Jiale Chen, Rui Tan, Linshan Jiang.
    The 27th IEEE International Conference on Parallel and Distributed Systems (ICPADS), December 14-16, 2021, Beijing, China.
    PDF

  20. Split Convolutional Neural Networks for Distributed Inference on Concurrent IoT Sensors.
    Jiale Chen, Duc Van Le, Rui Tan, Daren Ho.
    The 27th IEEE International Conference on Parallel and Distributed Systems (ICPADS), December 14-16, 2021, Beijing, China.
    PDF

  21. Understanding Credibility of Adversarial Examples against Smart Grid: A Case Study for Voltage Stability Assessment.
    Qun Song, Rui Tan, Chao Ren, Yan Xu.
    The 12th ACM International Conference on Future Energy Systems (e-Energy), June 28 - July 2, 2021, Torino, Italy. (Acceptance ratio: 17/75=22%)
    PDF

  22. EFCam: Configuration-Adaptive Fog-Assisted Wireless Cameras with Reinforcement Learning.
    Siyuan Zhou, Duc Van Le, Joy Qiping Yang, Rui Tan, Daren Ho.
    International Conference on Sensing, Communication and Networking (SECON), July 6-9, 2021, held online. (Acceptance ratio: 37/140=26%)
    PDF, Video

  23. Improving Quality Control with Industrial AIoT at HP Factories: Experiences and Learned Lessons.
    Joy Qiping Yang, Siyuan Zhou; Duc Van Le; Daren Ho; Rui Tan.
    PDF

  24. PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems.
    Wenjie Luo, Zhenyu Yan, Qun Song, Rui Tan.
    The 20th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), May 18-21, Nashville, Tennessee, USA. CPS-IoT Week 2021. (Acceptance ratio: 26/105=24.8%) IPSN'21 Best Artifact Award Runner-Up
    PDF, Code and data, Video

  25. Experiences and Learned Lessons from an Air Free-Cooled Tropical Data Center Testbed.
    Duc Van Le, Yingbo Liu, Rongrong Wang, Rui Tan, Lek Heng Ngoh.
    The 7th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys), November 16-19, 2020, Yokohama, Japan.
    PDF, Video

  26. Real-Time Cooling Power Attribution for Co-located Data Center Rooms with Distinct Temperatures.
    Rongrong Wang, Duc Van Le, Rui Tan, Yew-Wah Wong, Yonggang Wen.
    The 7th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys), November 16-19, 2020, Yokohama, Japan.
    PDF, Video

  27. Attack-Aware Data Timestamping in Low-Power Synchronization-Free LoRaWAN.
    Chaojie Gu, Linshan Jiang, Rui Tan, Mo Li, Jun Huang.
    The 40th IEEE International Conference on Distributed Computing Systems (ICDCS), July 8-10, 2020, Singapore. (Acceptance ratio: 105/584=18%)
    PDF, Video

  28. Challenges of Privacy-Preserving Machine Learning in IoT.
    Mengyao Zheng, Dixing Xu, Linshan Jiang, Chaojie Gu, Rui Tan, Peng Cheng.
    The 1st International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things (AIChallengeIoT) with SenSys'19, November 10, 2019, New York, NY, USA.
    PDF

  29. Control of Air Free-Cooled Data Centers in Tropics via Deep Reinforcement Learning.
    Duc Van Le, Yingbo Liu, Rongrong Wang, Rui Tan, Yew-Wah Wong, Yonggang Wen.
    The 6th ACM International Conference on Systems for Energy-Efficient Built Environments, Cities, and Transportation (BuildSys), November 13-14, 2019, New York, NY, USA. (Acceptance ratio: 38/128=29%)
    PDF

  30. Moving Target Defense for Embedded Deep Visual Sensing against Adversarial Examples.
    Qun Song, Zhenyu Yan, Rui Tan.
    The 17th ACM Conference on Embedded Networked Sensor Systems (SenSys), November 10-13, 2019, New York, NY, USA. (Acceptance ratio: 28/144=19%)
    PDF

  31. On Lightweight Privacy-Preserving Collaborative Learning for Internet-of-Things Objects.
    Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin.
    The 4th ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI), April 16-18, 2019, Montreal, Canada. CPS-IoT Week 2019. (Full paper acceptance ratio: 20/71=28%)
    PDF, Slides

  32. Managing Industrial Communication Delays with Software-Defined Networking.
    Rutvij H. Jhaveri, Rui Tan, Arvind Easwaran, Sagar V. Ramani.
    The 25th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), August 18-21, 2019, Hangzhou, China.
    PDF

  33. Real-Time QoS Routing Scheme in SDN-based Robotic Cyber-Physical Systems.
    Rutvij H. Jhaveri, Rui Tan, Sagar V. Ramani.
    The 5th IEEE International Conference on Mechatronics Systems and Robots, May 3-5, 2019, Singapore.
    PDF

  34. Towards Touch-to-Access Device Authentication Using Induced Body Electric Potentials.
    Zhenyu Yan, Qun Song, Rui Tan, Yang Li, Adams Wai Kin Kong.
    The 25th Annual Internatinal Conference on Mobile Computing and Networking (MobiCom), October 21-25, 2019, Los Cabos, Mexico. (Acceptance ratio for the summer deadline: 25/104=24%)
    PDF

  35. Resilience Bounds of Sensing-Based Network Clock Synchronization.
    Rui Tan, Linshan Jiang, Arvind Easwaran, Jothi Prasanna Shanmuga Sundaram.
    The 24th IEEE International Conference on Parallel and Distributed Systems (ICPADS), December 11-13, 2018, Sentosa, Singapore.
    PDF, Slides

  36. Deep Room Recognition Using Inaudible Echos.
    Qun Song, Chaojie Gu, Rui Tan.
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). The ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp), October 8-12, 2018, Singapore.
    PDF, Slides

  37. Differentially Private Collaborative Learning for the IoT Edge.
    Linshan Jiang, Xin Lou, Rui Tan, Jun Zhao.
    The 2nd International Workshop on Crowd Intelligence for Smart Cities: Technology and Applications (CICS), co-located with EWSN'19, Feb 25, 2019, Beijing, China.
    PDF, Slides

  38. LoRa-Based Localization: Opportunities and Challenges.
    Chaojie Gu, Linshan Jiang, Rui Tan.
    The 1st Workshop on Low Power Wide Area Networks for Internet of Things (LPNET), co-located with EWSN'19, Feb 25, 2019, Beijing, China. Invited paper.
    PDF

  39. A Testbed and Data Yields for Studying Data Center Energy Efficiency and Reliability.
    Duc Van Le, Yingbo Liu; Rongrong Wang; Rui Tan; Lek Heng Ngoh.
    The Data: Acquisition to Analysis Workshop with SenSys'18, November 4, 2018, Shenzhen, China.
    PDF

  40. Urban Electric Load Forecasting with Mobile Phone Location Data.
    Stefan Selvarajoo, Schläpfer Markus Stefan, Rui Tan.
    Asian Conference on Energy, Power and Transportation Electrification (ACEPT), October 31 - November 1, 2018, Singapore.
    Abstract

  41. One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks.
    Chaojie Gu, Rui Tan, Xin Lou, Dusit Niyato.
    The 37th Annual IEEE International Conference on Computer Communications (INFOCOM), April 15 - 19, 2018, Honolulu, HI. (Acceptance ratio: 309/1606=19.2%)
    PDF, Slides

  42. Application-Layer Clock Synchronization for Wearables Using Skin Electric Potentials Induced by Powerline Radiation.
    Zhenyu Yan, Yang Li, Rui Tan, Jun Huang.
    The 15th ACM Conference on Embedded Networked Sensor Systems (SenSys), November 5-8, 2017, Delft, The Netherlands. (Acceptance ratio: 26/151=17%)
    PDF, Slides

  43. Optimal False Data Injection Attack against Automatic Generation Control in Power Grids.
    Rui Tan, Hoang Hai Nguyen, Eddy. Y. S. Foo, Xinshu Dong, David K. Y. Yau, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Hoay Beng Gooi.
    The 7th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), April 11-14, 2016, Vienna, Austria. CPS Week 2016.
    PDF, Slides