Xilin Dai

MS student, ZJU-UIUC Institute, Zhejiang University

Joined

September 2024

Names

Xilin Dai (Preferred)

Emails

****@zju.edu.cn (Confirmed)

****@ant-intl.com (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

MS student

ZJU-UIUC Institute, Zhejiang University (zju.edu.cn)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Qiang Xu

2026 – Present

Coauthor

Binyan Xu

2023 – Present

Coauthor

Kehuan Zhang

2023 – Present

Coauthor

Di Tang

2023 – Present

Coauthor

Fan YANG

2023 – Present

Expertise

LLM security

2023 – Present

time series analysis

2023 – Present

Publications

One Surrogate to Fool Them All: Universal, Transferable, and Targeted Adversarial Attacks with CLIP
Binyan Xu, Xilin Dai, Di Tang, Kehuan Zhang
- Crossref
- Readers: Everyone
CLIP-Guided Backdoor Defense through Entropy-Based Poisoned Dataset Separation
Binyan Xu, Fan Yang, Xilin Dai, Di Tang, Kehuan Zhang
- Crossref
- Readers: Everyone
SocGate: Physics-Gated Neural Network for Stable Multicycle Estimation of Battery State-of-Charge
Xilin Dai, Ruidi Zhou, Jinhao Zhang, Fanfan Lin, Weifeng Zhang, Hao Ma
- IEEE Transactions on Industrial Electronics
- Readers: Everyone
Fidel-TS: A High-Fidelity Benchmark for Multimodal Time Series Forecasting
Zhijian Xu, Wanxu Cai, Xilin Dai, Zhaorong Deng, Qiang Xu
- Submitted to ICLR 2026
- Readers: Everyone
From Samples to Scenarios: A New Paradigm for Probabilistic Forecasting
Xilin Dai, Zhijian Xu, Wanxu Cai, Qiang Xu
- ICLR 2026 Poster
- Readers: Everyone
SocNet: A Physics-Guided Neural Network for Battery State-of-Charge Estimation Robust to Temperature Variations and Sensor Noises
Xilin Dai, Ruidi Zhou, Jinhao Zhang, Keyi He, Fanfan Lin, Hao Ma
- IEEE Transactions on Transportation Electrification
- Readers: Everyone
Less is More: Stealthy and Adaptive Clean-Image Backdoor Attacks with Few Poisoned
Binyan Xu, Fan YANG, Di Tang, Xilin Dai, Kehuan Zhang
- Submitted to ICLR 2025
- Readers: Everyone

Xilin Dai

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

One Surrogate to Fool Them All: Universal, Transferable, and Targeted Adversarial Attacks with CLIP

CLIP-Guided Backdoor Defense through Entropy-Based Poisoned Dataset Separation

SocGate: Physics-Gated Neural Network for Stable Multicycle Estimation of Battery State-of-Charge

Fidel-TS: A High-Fidelity Benchmark for Multimodal Time Series Forecasting

From Samples to Scenarios: A New Paradigm for Probabilistic Forecasting

SocNet: A Physics-Guided Neural Network for Battery State-of-Charge Estimation Robust to Temperature Variations and Sensor Noises

Less is More: Stealthy and Adaptive Clean-Image Backdoor Attacks with Few Poisoned

Co-Authors