Publications

Peer Reviewed Journal and Conference Publication

• [ASAP’21] Memory-aware Efficient Deep Learning Mechanism for IoT Devices [PDF]
  Jishnu Banerjee, Sahidul Islam, Wei Wei, Chen Pan, Dakai Zhu, and Mimi Xie
  In 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors

• [ISQED’22] An Intermittent OTA Approach to Update the DL Weights on Energy Harvesting Devices [PDF]
  Wei Wei, Sahidul Islam, Jishnu Banerjee, Shanglin Zhou, Chen Pan, Caiwen Ding, and Mimi Xie
  In 2022 23rd International Symposium on Quality Electronic Design

• [CRC’22] Construction Worker Ergonomic Assessment via LSTM-Based Multi-Task Learning Framework [PDF]
  Jiannan Cai, Xin Li, Xiaoyun Liang, Wei Wei, and Shuai Li
  In Construction Research Congress 2022

• [GLSVLSI’24] Autotile: Autonomous Task-tiling for Deep Inference on Battery-less Embedded System [PDF]
  Jishnu Banerjee, Sahidul Islam, Wei Wei, Chen Pan, and Mimi Xie
  In Proceedings of the Great Lakes Symposium on VLSI 2024

• [TCAD] Intermittent OTA Code Update Framework for Tiny Energy Harvesting Devices [PDF]
  Wei Wei, Chen Pan, Sahidul Islam, Jishnu Banerjee, Shyamala Palanisamy, and Mimi Xie
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (2024)

• [ISVLSI’24] Energy-aware Incremental OTA Update for Flash-based Batteryless IoT Devices [PDF]
  Wei Wei, Jishnu Banerjee, Sahidul Islam, Chen Pan, and Mimi Xie
  In 2024 IEEE Computer Society Annual Symposium on VLSI

• [ISQED’25] Energy-Adaptive Checkpoint-Free Intermittent Inference for Low Power Energy Harvesting Systems [PDF]
  Sahidul Islam, Wei Wei, Jishnu Banerjee, and Chen Pan
  In 2025 26rd International Symposium on Quality Electronic Design

• [ISQED’25] Energy-efficient Persistently Secure Block-based Differential Checkpointing for Energy Harvesting Devices [PDF]
  Shyamala Palanisamy, Wei Wei, and Mimi Xie
  In 2025 26rd International Symposium on Quality Electronic Design

Accepted Papers

• [DATE’26] AERO: Adaptive and Efficient Runtime-Aware OTA Updates for Energy-Harvesting IoT
  Wei Wei, Jingye Xu, Sahidul Islam, Chen Pan, Dakai Zhu, and Mimi Xie
  In 2026 Design, Automation & Test in Europe Conference & Exhibition

Manuscript Under Preparation

• Model-aware OTA Update Framework for TinyML on Energy Harvesting Devices
  Wei Wei, Mohammad Sadegh Sirjani, Mohammad Ahmad, Sahidul Islam, Chen Pan, and Mimi Xie

• SparseBeat: Adaptive Sparse Sensing for ECG Classification in Intermittent Energy-Harvesting Systems
  Mohammad Sadegh Sirjani, Mohammad Ahmad, Wei Wei, Pual Dutton, Dylan Yanez, Chen Pan, and Mimi Xie