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Pervasive Autonomous
Networked
Systems
Lab

Make the world a smarter place

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Email: span24@ucmerced.edu   

Tel: (412)354-1876

GitHub: github.com/PANSLAB

Selected Publications

Fully Peer-Reviewed Conference/Workshop Publication

Yue Zhang, Carlos Ruiz, Shubham Rohal, and Shijia Pan. "CPA: Cyber-Physical Augmentation for Vibration Sensing in Autonomous Retails." In The 24th International Workshop on Mobile Computing Systems and Applications (HotMobile '23), February 22-23, 2023, Newport Beach, CA, USA. ACM, New York, NY, USA.

Hamid Rajabi, Zhizhang Hu, Xianzhong Ding, Shijia Pan, Wan Du, and Alberto Cerpa. "MODES: Multi-sensor Occupancy Data-driven Estimation System for Smart Buildings".  In Proceedings of the Thirteenth ACM International Conference on Future Energy Systems (pp. 228-239). link

Zhizhang Hu, Yue Zhang, Tong Yu, and Shijia Pan. "VMA: Domain Variance- and Modality-Aware Model Transfer for Fine-Grained Occupant Activity Recognition". In the Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, Milan, Italy, Mat 4 - 6, 2022. pp. 247-258. 2022.

Acceptance rate = 30%. link

Shijia Pan, Dong Yoon Lee, Jun Ho Lee, and Phuc Nguyen. "TeethVib: Monitoring Teeth Functional Occlusion Through Retainer Vibration Sensing." In 2021 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), pp. 92-96. IEEE, 2021.

Acceptance rate = 41%. link

Amelie Bonde, Jesse R Codling, Kanittha Naruethep, Yiwen Dong, Wachirawich Siripaktanakon, Sripong Ariyadech, Akkarit Sangpetch, Orathai Sangpetch, Shijia Pan, Hae Young Noh, and Pei Zhang. "PigNet: Failure-Tolerant Pig Activity Monitoring System Using
Structural Vibration". In Proceedings of the 20th International Conference on Information Processing in Sensor Networks (co-located with CPS-IoT Week 2021) (pp. 328-340).

Acceptance rate = 24.8%. link

Carlos Ruiz, Shijia Pan, Adeola Bannis, Ming-Po Chang, Hae Young Noh, and Pei Zhang. "IDIoT: Towards Ubiquitous Identification of IoT Devices through Visual and Inertial Orientation Matching During Human Activity." In 2020 IEEE/ACM Fifth International Conference on Internet-of-Things Design and Implementation (IoTDI), pp. 40-52. IEEE, 2020. Selected as the Best Paper Award

Acceptance rate = 35%, link

Journal Publication

Jong Taek Lee, Yu Kai Lim, Shijia Pan, and Jun Han. 2023. Don't "Weight" to Board: Augmenting Vision-based Passenger Weight Prediction via Viscoelastic Mat. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6, 4, Article 168 (December 2022), 22 pages. link

Tanmay Srivastava, Prerna Khanna, Shijia Pan, Phuc Nguyen, Shubham Jain. "MuteIt: Jaw Motion Based Unvoiced Command Recognition Using Earable". In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 6, no. 3 (2022): 39. link

Shubham Rohal, Yue Zhang, Carlos Ruiz, Shijia Pan "AutoLoc: Autonomous Sensor Location Configuration via Cross-Modal Sensing". Front. Big Data 5:835949 (2022). link

Yue Zhang, Zhizhang Hu, Susu Xu, Shijia Pan. "AutoQual: Task-Oriented Structural Vibration Sensing Quality Assessment Leveraging Co-Located Mobile Sensing Context." CCF Transactions on Pervasive Computing and Interaction (2021): 1-19. link.

Other Publications

Zhizhang Hu, Tong Yu, Ruiyi Zhang, and Shijia Pan. 2023. CIPhy: Causal Intervention with Physical Confounder from IoT Sensor Data for Robust Occupant Information Inference. In Proceedings of the Twentieth ACM Conference on Embedded Networked Sensor Systems (SenSys '22). Association for Computing Machinery, New York, NY, USA, 966–972. link

Yue Zhang, Abdias Tellez Benitez, Reza Ehsani, and Shijia Pan. 2023. DaQual: Data Quality Assessment for Tree Trunk Relative Water Content Sensors in a Pomegranate Orchard. In Proceedings of the Twentieth ACM Conference on Embedded Networked Sensor Systems (SenSys '22). Association for Computing Machinery, New York, NY, USA, 1096–1101. link

Shubham Rohal, Carlos Ruiz, Yue Zhang, and Shijia Pan. 2023. MOOCA: Muira-Ori Origami-Based Configurable Shelf-Liner for Autonomous Retail. In Proceedings of the Twentieth ACM Conference on Embedded Networked Sensor Systems (SenSys '22). Association for Computing Machinery, New York, NY, USA, 776–777.  link
Selected as the Best Demo Award

Shubham Rohal, Shreya Shriram, Phuc Nguyen, and Shijia Pan. "FinePose: Fine-Grained Postural Muscle Profiling via Haptic Vibration Signals." Accepted at BodySys 2022. link

Zhizhang Hu, Yue Zhang, and Shijia Pan. "Footstep-Induced Floor Vibration Dataset: Reusability and Transferability Analysis." In Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, pp. 546-551. 2021, link

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