Shenghong Dai

Joined

January 2023

Names

Shenghong Dai (Preferred)

Emails

****@wisc.edu (Confirmed)

Personal Links

DBLP

Career & Education History

Intern

Salesforce (salesforce.com)

2025 – 2025

PhD student

University of Wisconsin - Madison (wisc.edu)

2019 – 2025

Intern

Microsoft (microsoft.com)

2023 – 2024

Intern

Intel (intel.com)

2022 – 2022

Intern

Ambarella (ambarella.com)

2021 – 2021

Undergrad student

Southeast University (seu.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Suman Banerjee

2019 – Present

Coauthor

Kangwook Lee

2019 – Present

Expertise

No areas of expertise listed

Publications

LLM as a Classifier: Leveraging Large Language Models for Text and Vision Classification
Shenghong Dai, Shubham Mehrotra, Shiva Kumar Pentyala, Yingchi Liu, Suman Banerjee, James Zhu, Bin Bi, Sitaram Asur
- Submitted to ICLR 2026
- Readers: Everyone
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
- CoRR 2025
- Readers: Everyone
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
- SenSys 2025
- Readers: Everyone
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
- Readers: Everyone
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
- Accepted by TMLR
- Readers: Everyone
Advancing Multi-Modal Sensing Through Expandable Modality Alignment
Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu
- CoRR 2024
- Readers: Everyone
FedGP: Buffer-based Gradient Projection for Continual Federated Learning
Shenghong Dai, Yicong Chen, Jy-yong Sohn, S M Iftekharul Alam, Ravikumar Balakrishnan, Suman Banerjee, Nageen Himayat, Kangwook Lee
- Submitted to ICLR 2024
- Readers: Everyone
FedGP: Buffer-based Gradient Projection for Continual Federated Learning
Shenghong Dai, Bryce Yicong Chen, Jy-yong Sohn, S M Iftekharul Alam, Ravikumar Balakrishnan, Suman Banerjee, Nageen Himayat, Kangwook Lee
- Published: 16 May 2023, Last Modified: 02 Jul 2023
- FLSys 2023
- Readers: Everyone

View all 13 publications

Co-Authors

View all 31 co-authors