😎 About Me

I am currently a first-year M.S. student in Land and Spatial Planning at the Shenzhen Graduate School of Peking University under the supervision of Prof. Wenjia Zhang in the BSAI lab. I hold a Bachelor’s degree in Software Engineering from the School of Software, Nanjing University of Information Science & Technology, where I completed my undergraduate studies under the supervision of Prof. Xiaolong Xu in the Loong lab.

My research interests include:

• Large Language Model Agents: applications in scientific research, deep research, reasoning enhancement;
• LLM Memory: LLM Editing, Unlearning and Steering;

I am actively seeking research or engineering internship opportunities in Shenzhen, with immediate availability. I am particularly interested in work related to LLM agents, supervised fine-tuning (SFT), and reinforcement learning (RL).

📝 Publications 📚✨🔍

• EMNLP 2025 PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models,
  He Zhu, Junyou Su, Minxin Chen, Wen Wang, Yijie Deng, Guanhua Chen, Wenjia Zhang

• CHB 2024 Adaptive ubiquitous learning for server deployment and distributed offloading in UAV-enhanced IoV,
  Wen Wang, Wenhao Fei, Muhammad Bilal, Xiaolong Xu.

• TCE 2024 UAV-Assisted Content Caching for Human-Centric Consumer Applications in IoV,
  Wen Wang, Xiaolong Xu, Muhammad Bilal, Maqbool Khan, Yizhou Xing.

🌟 Experience

• Served as a Reviewer for IEEE ICPADS 2023 (CCF-C).

🎖 Honors and Awards

• Bachelor’s Degree with Honor(Top 1% of Graduates), Nanjing University of Information Science and Technology

• ​​University-Level Outstanding Graduation Thesis, First-Class Award​​

📖 Educations

• 2025.09 - 2028.06 (Expected) Master, SUPD, Peking University
• 2021.09 - 2025.06 Undergraduate, School of Software, Nanjing University of Information Science & Technology (GPA: 4.1/5.0, Ranking: 1/142)

💻 Internships/Project

• Shenzhen Marine Promotion Center
  Technical Services for Large Language Models in Project Marine Area Usage Demonstration Reports
  Project Member | Jul 2024 – Dec 2024 | ✅ Completed
  • Developed an LLM-based agent auditing system featuring a modular planner–executor–reviewer architecture.
  • Integrated policy rule encoding, tool-augmented reasoning, and structured output constraints to ensure regulatory compliance.
  • Designed evaluation metrics for compliance accuracy, reasoning consistency, and error detection performance.
• China Academy of Urban Planning and Design (CUAPD)
  Database Construction, Model Optimization, and Application Development for LLMs in Urban Planning
  Project Member | Sep 2024 – Dec 2024 | ✅ Completed
  • Built an end-to-end RAG pipeline tailored for urban planning domain applications.
  • Optimized document preprocessing, chunking strategy, and selected domain-adapted embedding models.
  • Constructed and tuned a vector database, implemented reranking, and evaluated system on retrieval accuracy and answer faithfulness.