Qiyao Wang

Qiyao Wang

Dalian University of Technology

Now I am an undergraduate from Dalian University of Technology (DUT).

I am currently pursuing a bachelor degree in Artificial Intelligence (2021-2025). During my undergraduate studies, I worked in the Dalian University of Technology Information Retrieval Laboratory and Public Service Science and Engineering Laboratory, fortunately supervised by Prof. Yuan Lin and Prof. Kan Xu. I warmly welcome undergraduates (any major) from DUT to join our research group for collaborative exploration. For more details, please visit our website. For those interested in collaboration, please do not hesitate to contact me.

I will start my Ph.D. studies at CAS-SIAT in 2025, fortunately supervised by Prof. Min Yang.

If you are interested in my research, feel free to collaborate with me!

My Blog: Click here

Those who can imagine anything, can create the impossible.
Sometimes it is the people who no one imagines anything of, that do the things that no one can imagine.
—— Alan · Mathison · Turing

📌 Research Interests

  • Large Language Models
    • LLMs-based Multi-Agent System
    • Inference-Time Self-Improvement
  • Information Retrieval
  • AI for Science (Mathematics, etc.) and Social Science (Politics, Law, etc.)
    • LLMs for Intellectual Property (mainly for Patents) Awesome-LLM4Patents

🔥 News

  • 2024.12.20:  🎉 Our latest work, AutoPatent, has been reported by Xinzhiyuan and will continue to be expanded and improved in the future.[News]
  • 2024.12.08:  🎉 As the project leader, I successfully led my team to win the Third Prize at the national level in the 18th iCAN Innovation Contest.
  • 2024.11.02:  🎉 As the project leader, I successfully led my team to won second prize at the national level of the 14th “Challenge Cup” China College Students’ Entrepreneurship Competition.

📝 Publications

*Equal Contribution and † Corresponding Author

Representative Work

Under Review
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AutoPatent: A Multi-Agent Framework for Automatic Patent Generation

Qiyao Wang*, Shiwen Ni*, Huaren Liu, Shule Lu, Guhong Chen, Xi Feng, Chi Wei, Qiang Qu, Hamid Alinejad-Rokny, Yuan Lin†, Min Yang†

TL;DR: We introduce Draft2Patent, a novel task for generating full-length patents (~17K tokens) from drafts, along with the D2P benchmark Our AutoPatent framework, leveraging a multi-agent system, excels in patent generation, with Qwen2.5-7B outperforming larger models like GPT-4o and Qwen2.5-72B in metrics and human evaluations.

Arxiv
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IPEval: A Bilingual Intellectual Property Agency Consultation Evaluation Benchmark for Large Language Models

Qiyao Wang, Jianguo Huang, Shule Lu, Yuan Lin†, Kan Xu, Liang Yang, Hongfei Lin

TL;DR: IPEval introduces a benchmark for assessing Large Language Models' (LLMs) performance in intellectual property (IP) law with 2,657 questions. It evaluates LLMs across key IP areas using zero-shot, 5-few-shot, and Chain of Thought (CoT) approaches. Findings highlight the need for specialized IP LLMs due to language proficiency bias. The benchmark is crucial for developing LLMs with deeper IP knowledge.

2024

  • AutoPatent: A Multi-Agent Framework for Automatic Patent Generation. Qiyao Wang*, Shiwen Ni*, et.al. and Yuan Lin†, Min Yang†. Under Review. [Website] [Paper] [Github] AutoPatent
  • ECPE-Qwen: Zero-Shot Emotion-Cause Pair Extraction with Fine-Tuning Large Language Models. Qiyao Wang, Liang Yang, Kan Xu, Yuan Lin†, Hongfei Lin. CCIR Accepted. Journal of Chinese Information Processing (CCF-B, CAAI-B) Accepted.
  • IPEval: A Bilingual Intellectual Property Agency Consultation Evaluation Benchmark for Large Language Models. Qiyao Wang, Jianguo Huang, Shule Lu, Yuan Lin†, Kan Xu, Liang Yang, Hongfei Lin. Arxiv. [Website] [Paper] [Github] [HuggingFace] IPEval

🔧 Projects

College Students' Innovative Entrepreneurial Training Plan Program

Projects in Dalian University of Technology.

  • Policy Navigator: An AI-Powered Intelligent Policy Service Platform. Hongbo Wang. Supervisor: Yuan Lin, Qiyao Wang. Not Assigned. 2024.12-2026.06 (now). Supervisor. Ongoing.
  • Wisdom Bridge - Empowering Collaborative Innovation in Government, Legal, and Technological Fields with Intelligent Intellectual Property Services. Huaren Liu, Minghui Zhu, Boyu Ma, Yuhan Kang, Yueyi Ma. Supervisor: Yuan Lin, Qiyao Wang. Not Assigned. 2024.12-2026.06 (now). Supervisor. Ongoing.
  • AI Patent Agency for Intellectual Property Services. Chenxing Li, Shiqiang Wang, Haoran Hu. Supervisor: Yuan Lin, Qiyao Wang. Not Assigned. 2024.12-2026.06 (now). Supervisor. Ongoing.
  • Research on Intellectual Property Examination Based on Large Language Models. Xufeng Chen, Yanchao Jian. Supervisor: Yuan Lin, Qiyao Wang. Not Assigned. 2024.12-2026.06 (now). Supervisor. Ongoing.
  • Research on large language models for intellectual property public service. Qiyao Wang, Jianguo Huang, Shule Lu, Huaren Liu. Supervisor: Yuan Lin, Kan Xu. National Level. 2023.09-2025.06 (now). Leader. Ongoing.
  • Research and application of technological gene based on representation learning. Qiyao Wang, Jiaxu Wu et.al.. Supervisor: Yuan Lin, Kan Xu. School Level. 2022.12-2024.04. Leader. Completed.

🪡 Intellectual Property

Patents

  • An Automated Patent Application Drafting Algorithm Based on Multi-Agent Large Language Models. Shiwen Ni, Min Yang, Qiyao Wang et.al. CAS-SIAT. Pending.
  • A query expansion method based on collaborative enhancement at the term level. Qiyao Wang, Shule Lu, Yang Yang, Yuan Lin et.al.. CN118467708A. 2024.08.09. DUT. Licensed.
  • A Technology Integration Opportunity Prediction Method Based on Large Language Models. Qiyao Wang, Kan Xu, Shule Lu et.al.. CN118246534A. 2024.06.25. DUT. Licensed.

Software Copyrights

  • Multimodal Smart Home System. Qiyao Wang, Yuan Lin et.al.. 2024SR0971269. 2024.07.10. DUT. Licensed.
  • Intellectual Property Intelligent Information Service Platform. Qiyao Wang, Yuan Lin et.al.. 2024SR0971263. 2024.07.10. DUT. Licensed.
  • Technology Integration Opportunity Discovery System. Qiyao Wang, Yuan Lin et.al. 2024SR0681926. 2024.05.20. DUT. Licensed.

🎖 Honors and Awards

Competition Awards

Bold text indicates national level.

  • 2024.12: The 18th iCAN Innovation Contest —— Third Prize at the National level. (leader)
  • 2024.11: The 14th “Challenge Cup” College Students’ Entrepreneurship Plan Competition —— Second Prize at the National level. (Leader)
  • 2024.10: The 18th iCAN Innovation Contest —— Second Prize in Liaoning Province. (Supervisor)
  • 2024.09: The 2024 University Computer Competition, Internet Technology Challenge —— Third Prize at the National level. (Leader)
  • 2024.09: The 12th China TRIZ Cup College Students’ Innovation Method Competition —— Second Prize at the National level. (Leader)
  • 2024.08: The 2024 China International College Students Innovation Competition —— Gold Prize in Liaoning Province. (Leader)
  • 2024.07: The 14th “Challenge Cup” College Students’ Entrepreneurship Plan Competition —— Grand Prize in Liaoning Province. (Leader)
  • 2024.07: The 17th China College Students’ Computer Design Competition —— Second Prize at the National level. (Leader)
  • 2023.06: The 18th “Challenge Cup” College Students’ Extracurricular Academic Science and Technology Works Competition —— Grand Prize in Liaoning Province. (Main Member)
  • 2023.03: U.S. National College Mathematics Competition —— Honorable Prize at the National level. (Leader)
  • 2022.11: The 14th National College Students’ Mathematics Competition —— First Prize at the National level. (Single Member)

📖 Educations

  • 2025.09 - (5 years), pursuing a Ph.D. degree in Computer Technology, ShenZhen Institute of Advanced Technology, Chinese Academy of Science, China.
  • 2021.09 - 2025.06 (now), pursuing a bachelor degree in AI, School of Future Technology, Dalian University of Technology, China.

💬 Academe Service

💻 Internships

Visitors

Updated at January, 2025.