Hi! I’m Shilin Zhang, a student from The University of Sydney, Prof. Chang Xu’s group. I’m currently working with Prof. Mingkai Zheng as a visiting student. 🍀

I am currently seeking opportunities to further my education and research in the field of LLM and multi-agent systems🦾,as a PhD candidate. If you are interested in recruiting, please contact me at torbjornclancy@gmail.com :-)

I have conducted research on optimization under the guidance of Peter Zhang at Carnegie Mellon University, and further study on Multi-modal Large Language Model (MLLM) with Lichao Sun at Lehigh University. I am currently preparing my graduation thesis and transitioning to focus more on robotics and manufacturing. My latest CV can be viewed here.

Thank you for considering my application!

🤖 Research Interests

· Large Language Models: Basic Algorithms, applications related to LLMs

· Robotics: Advanced AI integration, autonomous navigation, dynamic environment adaptation.

· Multi-agent Systems: Agent-driven solutions, multi-agent frameworks.

📝 Publications

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 *, Yao Wan, Pan Zhou, Lichao Sun

NAACL 2024 Findings

LLM-as-a-Coauthor: The Challenges of Detecting LLM-Human Mixcase [PDF] [Github]

Qihui Zhang *, Chujie Gao *, Dongping Chen *, Yue Huang, Yixin Huang, Zhenyang Sun, Shilin Zhang, Weiye Li, Zhengyan Fu, Yao Wan, Lichao Sun

ACL 2024 Findings

PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference [PDF] [Github]

Dongjie Yang*, XiaoDong Han, Yan Gao, Yao Hu, Shilin Zhang, Hai Zhao*

💻Study and Internship experiences

2023.07 - 2023.11 Applied Optimization and Learning Research in Shanghai Jiao Tong University, Shanghai
2023.04 - 2023.07 Porsche online PTA about New Energy Vehicle Charging Process Technology in Guangzhou
2022.11 - 2023.01 Investigated production line issues within Stanley Electric at Stanley Electric Co., Ltd.

📖 Educations

2021.09 - 2025.6, South China University of Technology, Intelligence Manufacturing
2025.05 - now, Southern University of Science and Technology, Mingkai’s Lab