| 2026 | WACV | SurgXBench: Explainable Vision-Language Model Benchmark for Surgery. | Jiajun Cheng, Xianwu Zhao, Sainan Liu, Xiaofan Yu, Ravi Prakash, Patrick J. Codd, Jonathan Elliott Katz, Shan Lin |
| 2025 | AAAI | Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nystrm Method. | Quanling Zhao, Anthony Hitchcock Thomas, Ari Brin, Xiaofan Yu, Tajana Rosing |
| 2025 | DATE | Rhychee-FL: Robust and Efficient Hyperdimensional Federated Learning with Homomorphic Encryption. | Yujin Nam, Abhishek Moitra, Yeshwanth Venkatesha, Xiaofan Yu, Gabrielle De Micheli, Xuan Wang, Minxuan Zhou, Augusto Vega, Priyadarshini Panda, Tajana Rosing |
| 2025 | MASS | DailyLLM: Context-Aware Activity Log Generation Using Multi-Modal Sensors and LLMs. | Ye Tian, Xiaoyuan Ren, Zihao Wang, Onat Gngr, Xiaofan Yu, Tajana Rosing |
| 2025 | SENSYS | SensorQA: A Question Answering Benchmark for Daily-Life Monitoring. | Benjamin Z. Reichman, Xiaofan Yu, Lanxiang Hu, Jack Truxal, Atishay Jain, Rushil Chandrupatla, Tajana Rosing, Larry Heck |
| 2025 | SENSYS | Poster Abstract: Fine-grained Contextualized Activity Logs Generation based on Multi-Modal Sensor Data and LLM. | Ye Tian, Onat Gngr, Xiaofan Yu, Tajana Rosing |
| 2024 | ASPDAC | KalmanHD: Robust On-Device Time Series Forecasting with Hyperdimensional Computing. | Ivannia Gomez Moreno, Xiaofan Yu, Tajana Rosing |
| 2024 | DATE | MultimodalHD: Federated Learning Over Heterogeneous Sensor Modalities using Hyperdimensional Computing. | Quanling Zhao, Xiaofan Yu, Shengfan Hu, Tajana Rosing |
| 2024 | WACV | Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts. | Xiaofan Yu, Tajana Rosing, Yunhui Guo |
| 2024 | SENSYS | Poster: Resource-Efficient Environmental Sound Classification Using Hyperdimensional Computing. | Run Wang, Shirley Bian, Xiaofan Yu, Quanling Zhao, Le Zhang, Tajana Rosing |
| 2024 | SENSYS | Demo: A Real Time Question Answering System for Multimodal Sensors using LLMs. | Xiaofan Yu, Lanxiang Hu, Benjamin Z. Reichman, Rushil Chandrupatla, Dylan Chu, Xiyuan Zhang, Larry Heck, Tajana Rosing |
| 2023 | CVPR | SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge. | Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing |
| 2023 | DAC | Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. | Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Gngr, Baris Aksanli, Tajana Rosing |
| 2022 | MOBICOM | FedHD: federated learning with hyperdimensional computing. | Quanling Zhao, Kai Lee, Jeffrey Liu, Muhammad Huzaifa, Xiaofan Yu, Tajana Rosing |
| 2021 | CNSM | Automating Reliable and Fault-Tolerant Design of LoRa-based IoT Networks. | Xiaofan Yu, Weihong Xu, Ludmila Cherkasova, Tajana Simunic Rosing |
| 2020 | CNSM | Reliability-Driven Deployment in Energy-Harvesting Sensor Networks. | Xiaofan Yu, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing |
| 2020 | DSN | Simulating Reliability of IoT Networks with RelIoT. | Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing |
| 2018 | ICARCV | A Robotic Auto-Focus System based on Deep Reinforcement Learning. | Xiaofan Yu, Runze Yu, Jingsong Yang, Xiaohui Duan |
| 2010 | VTC | Channel Estimation Based on Pilot Frequency Division Multiplexing for Distributed Space-Frequency Coded Cooperative Communication System. | Xiaofan Yu, Chunming Zhao, Chun Pan |