Hi, I'm Xin Wang, a Ph.D. student of FVL Lab in the School of Computer Science at Fudan University, advised by Prof. Xingjun Ma and Prof. Yu-Gang Jiang. Prior to this, I worked as a computer vision algorithm engineer at iFLYTEK.

Recently, my research interest lies in the intersection of machine learning safety, security, and alignment. Feel free to reach me at xinwang22 [at] m [dot] fudan [dot] edu [dot] cn, or take my CV.

Publications

TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models
Xin Wang, Kai Chen, Jiaming Zhang, Jingjing Chen, Xingjun Ma
CVPR, 2025

NAP-Tuning: Neural Augmented Prompt Tuning for Adversarially Robust Vision-Language Models
Jiaming Zhang, Xin Wang, Xingjun Ma, Lingyu Qiu, Yu-Gang Jiang, Jitao Sang
arxiv, 2025

SafeVid: Toward Safety Aligned Video Large Multimodal Models
Yixu Wang, Jiaxin Song, Yifeng Gao, Xin Wang, Yang Yao, Yan Teng, Xingjun Ma, Yingchun Wang, Yu-Gang Jiang
arxiv, 2025

DAVID-XR1: Detecting AI-Generated Videos with Explainable Reasoning
Yifeng Gao, Yifan Ding, Hongyu Su, Juncheng Li, Yunhan Zhao, Lin Luo, Zixing Chen, Li Wang, Xin Wang, Yixu Wang, Xingjun Ma, Yu-Gang Jiang
arxiv, 2025

Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes?
Yang Yao, Lingyu Li, Jiaxin Song, Chiyu Chen, Zhenqi He, Yixu Wang, Xin Wang, Tianle Gu, Jie Li, Yan Teng, Yingchun Wang
arxiv, 2025

Safety at Scale: A Comprehensive Survey of Large Model Safety
Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, Hengyuan Xu, Yunhao Chen, Yunhan Zhao, Hanxun Huang, Yige Li, Jiaming Zhang, Xiang Zheng, Yang Bai, Zuxuan Wu, Xipeng Qiu, Jingfeng Zhang, Yiming Li, Jun Sun, Cong Wang, Jindong Gu, Baoyuan Wu, Siheng Chen, Tianwei Zhang, Yang Liu, Mingming Gong, Tongliang Liu, Shirui Pan, Cihang Xie, Tianyu Pang, Yinpeng Dong, Ruoxi Jia, Yang Zhang, Shiqing Ma, Xiangyu Zhang, Neil Gong, Chaowei Xiao, Sarah Erfani, Bo Li, Masashi Sugiyama, Dacheng Tao, James Bailey, Yu-Gang Jiang
arxiv, 2025

LeakyCLIP: Extracting Training Data from CLIP
Yunhao Chen, Shujie Wang, Xin Wang, Xingjun Ma, Yu-Gang Jiang
arxiv, 2025

Adversarial Prompt Distillation for Vision-Language Models
Lin Luo, Xin Wang, Bojia Zi, Shihao Zhao, Xingjun Ma
arxiv, 2024

AdvQDet: Detecting Query-Based Adversarial Attacks with Adversarial Contrastive Prompt Tuning
Xin Wang, Kai Chen, Xingjun Ma, Zhineng Chen, Jingjing Chen, Yu-Gang Jiang
ACM MM, 2024

Adversarial Prompt Tuning for Vision-Language Models
Jiaming Zhang, Xingjun Ma, Xin Wang, Lingyu Qiu, Jiaqi Wang, Yu-Gang Jiang, Jitao Sang
ECCV, 2024

Lossless Medical Image Compression Based on Anatomical Information and Deep Neural Networks
Qiusha Min, Xin Wang, Bo Huang, Zhongwei Zhou
Biomedical Signal Processing and Control, 2022

Web-Based Technology for Remote Viewing of Radiological Images: App Validation
Qiusha Min*, Xin Wang*, Bo Huang, Liangzhou Xu (*these authors contributed equally)
Journal of Medical Internet Research, 2020

Experiences

Intern
Shanghai AI Lab, CN
2025.02 ~ Pres.
Topic: AI Alignment

Computer Vision Algorithm Engineer
Turing Group, iFLYTEK, CN
2021.07 ~ 2022.01
Topic: Object Detection, Federated Learning

Awards

  • First-class Scholarship, Fudan University 2025.
  • Outstanding Student, Fudan University 2023.
  • iDash Privacy & Security Challenge Track 3: Confidential Computing, Ranked 1st, 2021.
  • Outstanding Graduate Award, Central China Normal University, 2021.
  • Outstanding Master's Thesis Award, Central China Normal University, 2021.

Academic Services

  • Conference Reviewer for NeurIPS, ICCV, ACM MM, EMNLP, et al.
  • Journal Reviewer for TIP, TCSVT, TNNLS, TAI, BSPCet al.