I am now an instructor at College of Information and Intelligence Engineering, Zhejiang Wanli University.
Before that, I obtained my PhD degree in Electronic Engineering at the College of Information Engineering, Zhejiang University of Technology, under the supervision of Prof. Jinyin Chen. Besides, I was a visiting scholar in the LAIR Lab at Lehigh University, supervised by Prof. Lichao Sun. Now I am also working closely with Prof. Yao Wan. I obtained my B.E. degree in Electrical Engineering and Automation at the College of Information Engineering, Zhejiang University of Technology.
My research interest includes multi-modal models and trustworthy machine learning. If you are seeking any form of academic cooperation, please feel free to email me.
💡 Research is just one facet of my life.
Personally, I am a social media influencer specializing in food, lifestyle, and travel. Welcome to collaborate with me.
- Photographer: Photos posted on weibo, redbook and instagram.
- Vlogger: Videos posted on Bilibili.
- Freelance writer: Articles posted on Wechat subscribe 24HOURS.
🔥 News
- 2025.08: 🎉 One paper is accepted by ACM MM 2025.
- 2025.01: 🎉 One paper is accepted by ICLR 2025.
- 2024.08: 🎉 One paper is accepted by IEEE TDSC.
📝 Selected Publications
- Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment, Dongping Chen*, Ruoxi Chen*, Shu Pu*, Zhaoyi Liu*, Yanru Wu*, Caixi Chen*, Benlin Liu, Yue Huang, Yao Wan, Pan Zhou, Ranjay Krishna, ICLR 2025 Spotlight (Accepted Rate 5.1%). (* equal contribution)
- MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark, Dongping Chen*, Ruoxi Chen*, Shilin Zhang*, Yaochen Wang*, Yinuo Liu*, Huichi Zhou*, Qihui Zhang*, Pan Zhou, Yao Wan, Lichao Sun, ICML 2024 Oral (Accepted Rate 2%). (* equal contribution)
- Fight Perturbations with Perturbations: Defending Adversarial Attacks via Neuron Influence, Ruoxi Chen, Haibo Jin, Haibin Zheng, Jinyin Chen, Zhenguang Liu, IEEE Transactions on Dependable and Secure Computing.
- EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models, Ruoxi Chen, Haibo Jin, Yixin Liu, Jinyin Chen, Haohan Wang, Lichao Sun, ECCV 2024.
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CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing, Haibo Jin, Ruoxi Chen, Jinyin Chen, Haibin Zheng, Yang Zhang, Haohan Wang, ECCV 2024.
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Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models, Yixin Liu*, Kai Zhang*, Yuan Li*, Zhiling Yan*, Chujie Gao*, Ruoxi Chen*, Zhengqing Yuan*, Yue Huang*, Hanchi Sun*, Jianfeng Gao, Lifang He, Lichao Sun (* equal contribution)
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AdvCheck: Characterizing adversarial examples via local gradient checking, Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng, Shilian Zheng, Xiaoniu Yang, Xing Yang, Computers & Security 136, 103540. [SCI Q2]
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Excitement surfeited turns to errors: Deep learning testing framework based on excitable neurons, Haibo Jin, Ruoxi Chen, Haibin Zheng, Jinyin Chen, Yao Cheng, Yue Yu, Tieming Chen, Xianglong Liu, Information Sciences 637, 118936.[SCI Q1]
- Salient feature extractor for adversarial defense on deep neural networks, Ruoxi Chen, Jinyin Chen, Haibin Zheng, Qi Xuan, Zhaoyan Ming, Wenrong Jiang, Chen Cui, Information Sciences 600, 118-143.[SCI Q1]
🎖️ Honors and Awards
- 2025.06: Outstanding Graduate of Zhejiang Province.
- 2024.10: National Scholarship.
- 2023.04: Zhejiang University of Technology “Top 10 Academic Stars” Scholarship.
- 2022.10: National Scholarship, Postgraduate Premium Scholarship.
- 2021.10: Postgraduate Premium Scholarship.
📖 Educations
- 2020.09 - 2025.06: PhD, Control Engineering, Zhejiang University of Technology, Hangzhou, China.
- 2016.09 - 2020.06: Undergraduate, Electrical Engineering and Automation, Zhejiang University of Technology, Hangzhou, China.
🔖 Internships
- 2023.6 - 2024.8: Visiting student at LAIR Lab, Lehigh University, US. (Supervisor: Lichao Sun)
💻 Service
- 2025: ICLR 2025, ICASSP 2025, ICCV 2025