Welcome to my personal website! I am Huichi Zhou (周辉池), a Year 4 undergraduate at NCEPU.

I am an incoming MRes student at Imperial College London for the 2024-2025 academic year.

💡 Research Interest

• Adversarial Attack and Defense
• Natural Language Processing

🔥 News

• 2024.06.01:  🎉🎉 Our paper MLLM-AS-A-JUDGE has been selected ICML 2024 Oral!
• 2024.05.23:  🎉🎉 Four paper have been submitted to NeurIPS 2024! Good Luck!
• 2024.05.17:  🎉🎉 One paper has been accepted by ACL 2024 Findings!
• 2024.05.02:  🎉🎉 One paper has been accepted by ICML 2024!

📝 Publications

ACL 2024

Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models [PDF] [Github]

Huichi Zhou *, Zhaoyang Wang *, Hongtao Wang , Dongping Chen, Wenhan Mu, Fangyuan Zhang

ICML 2024 Oral

MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark [PDF] [Github] [Website]

Dongping Chen *, Ruoxi Chen *, Shilin Zhang *, Yinuo Liu *, Yaochen Wang *, Huichi Zhou *, Qihui Zhang *, Pan Zhou, Yao Wan, Lichao Sun

Arxiv Preprint

MPAT: Building Robust Deep Neural Networks against Textual Adversarial Attacks [PDF]

Fangyuan Zhang, Huichi Zhou, Shuangjiao Li, Hongtao Wang

🎖 Honors and Awards

• 2023 National Scholarship (Top 1%)

💬 Invited Talks

• 2024.05.24 Invited Talk at Datawhale: Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models. @[Datawhale]

📖 Educations

• 2020.09 - 2024.06 (expected), BEng., North China Electric Power University.

🐱 My Beloved Cats and My Girl