I’m an incoming master student at SIGS, THU, advised by Prof. Wenming Yang. Prior to that, I have received my bachelor’s degree at CIEE, CAU. Previously, I was focusing on the interdisciplinary applications of both Agriculture and Artificial Intelligence. Standing at the forefront of AI, I want to power up various industries, revolutionizing the way people live.

My research interests include Computer Vision, Multi-modal Large Language Models, etc. I am now actively looking for internships and collaborations concerning MLLM/LLM/CV! Feel free to contact with me through email!

🔥 News

• 2025.06: 🎉🎉 Our HSSBench is released on ARXIV, check here!
• 2024.09: 🎉🎉 I am pre-admitted to Tsinghua University as a master student!

📝 Papers

• 🥇: equal contribution
• [Under Review] $G^2$-Estimator: A Hybrid Genetic and Gradient Projection Method for High-Precision Fundamental Matrix Estimation, Submitted to PRCV 2025.
• [Under Review] Bilinear Magic Meets CLIP: Unsupervised Learning in Pig Counting Scenario, Submitted to ICONIP 2025.
• [Under Review] HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models, Submitted to NeurIPS 2025.
• [SCI Q2] A Comprehensive Review of Deep Learning Applications in Cotton Industry: From Field Monitoring to Smart Processing, Zhiyu Yang, Wanke Xia, Haoqi Chu, Wenhao Su, Ruifeng Wang, Haihua Wang.
• [ARXIV] An Overall Real-Time Mechanism for Classification and Quality Evaluation of Rice, Wanke Xia🥇, Ruoxin Peng🥇, Haoqi Chu, Xinlei Zhu, Zhiyu Yang, Yaojun Wang.
• [ARXIV] An Improved Pure Fully Connected Neural Network for Rice Grain Classification, Wanke Xia, Ruoxin Peng, Haoqi Chu, Xinlei Zhu.

🎖 Honors

• 2025.06, Outstanding Graduate of Beijing Ordinary Colleges and Universities.
• 2024.12, National Scholarship.
• 2024.10, Lenovo Scholarship.
• 2023.12, National Encouragement Scholarship.
• 2023.11, Lenovo Scholarship.
• 2022.12, National Encouragement Scholarship.
• 2021.12, National Encouragement Scholarship.

📖 Educations

• 2025.09 - 2028.06 (expected), M.E. in Electronic and Information Engineering, Shenzhen International Graduate School, Tsinghua University.
• 2021.09 - 2025.06, B.E. in Computer Science and Technology, College of Information and Electrical Engineering, China Agricultural University.

💻 Internships

• 2025.02 - 2025.03, LLM Agent Group, Easthome, Beijing, China.
• 2024.10 - 2025.02, International Game Development Group, Xiaomi, Beijing, China.