Shenghong Dai

According to our database, Shenghong Dai authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Buffer-based Gradient Projection for Continual Federated Learning.

Shenghong Dai, Jy-yong Sohn, Yicong Chen, S. M. Iftekharul Alam, Ravikumar Balakrishnan, Suman Banerjee, Nageen Himayat, Kangwook Lee

Trans. Mach. Learn. Res., 2025

Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment.

Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu

Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025

AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection.

Weidi Luo, Shenghong Dai, Xiaogeng Liu, Suman Banerjee, Huan Sun, Muhao Chen, Chaowei Xiao

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Advancing Multi-Modal Sensing Through Expandable Modality Alignment.

Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu

CoRR, 2024

2023

Online Federated Learning based Object Detection across Autonomous Vehicles in a Virtual World.

Shenghong Dai, S. M. Iftekharul Alam, Ravikumar Balakrishnan, Kangwook Lee, Suman Banerjee, Nageen Himayat

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022

μCity: a miniatured autonomous vehicle testbed.

Joshua Tabor, Shenghong Dai, Varun Sreenivasan, Suman Banerjee

Proceedings of the MobiArch '22: Proceedings of the 17th ACM Workshop on Mobility in the Evolving Internet Architecture, 2022

2021

The Roaming Edge and its Applications.

Suman Banerjee, Remzi H. Arpaci-Dusseau, Shenghong Dai, Kassem Fawaz, Mohit Gupta, Kangwook Lee, Shivaram Venkataraman

GetMobile Mob. Comput. Commun., 2021