Aolin Ding

Researcher, Accenture

Joined

May 2021

Names

Aolin Ding (Preferred)

Emails

****@gmail.com (Confirmed)

****@rutgers.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Accenture (accenture.com)

2021 – Present

PhD student

Rutgers University (rutgers.edu)

2016 – 2022

Advisors, Relations & Conflicts

Coauthor

Neil Zhenqiang Gong

2024 – 2026

Coauthor

Nader Sehatbakhsh

2024 – 2026

Coauthor

Luis Antonio Garcia

2024 – 2026

Coauthor

Mani Srivastava

2024 – 2026

Coauthor

Shiqing Ma

2023 – 2025

PhD Advisor

Saman Zonouz

2016 – 2022

Expertise

LLM Security & Privacy

2022 – Present

Cyber-physical System Security

Privacy-preserving ML

2016 – Present

Publications

MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
Zhenting Wang, Qi Chang, Hemani Patel, Shashank Biju, Cheng-En Wu, Quan Liu, Aolin Ding, Alireza Rezazadeh, Ankit Shah, Yujia Bao, Eugene Siow
- ICLR 2026 Poster
- Readers: Everyone
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
Zhenting Wang, Qi Chang, Hemani Patel, Shashank Biju, Cheng-En Wu, Quan Liu, Aolin Ding, Alireza Rezazadeh, Ankit Shah, Yujia Bao, Eugene Siow
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
FedProphet: Memory-Efficient Federated Adversarial Training via Robust and Consistent Cascade Learning
Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai Li
- MLSys 2025
- Readers: Everyone
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility
Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li
- ICLR 2025 Poster
- Readers: Everyone
FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices
Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Li, Yiran Chen
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

Aolin Ding

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers

MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers

FedProphet: Memory-Efficient Federated Adversarial Training via Robust and Consistent Cascade Learning

Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility

FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices

Co-Authors