I am a first year Ph.D. student at the University of Chinese Academy of Sciences (UCAS), starting in Fall 2025, supervised by Prof. Min Yang.
I obtained my Bachelor's degree in Artificial Intelligence from Dalian University of Technology (2021-2025).
During my undergraduate studies, I worked in the Dalian University of Technology Information Retrieval Laboratory
and Public Service Science and Engineering Laboratory, supervised by Prof. Yuan Lin,
Prof. Kan Xu
and Prof. Hongfei Lin.
I warmly welcome undergraduates (any major) from DUT to join our research group for collaborative exploration. For those interested in collaboration, please do not hesitate to contact me.
And if you are interested in my research, feel free to collaborate with me!
As the project leader and supervisor, guided the entire undergraduate team to achieve 8 national-level awards (including the National Silver Award of the Challenge Cup) and 8 provincial-level awards. 作为项目负责人和指导者，指导整个本科团队获得 8 项国家级奖项（包括挑战杯国家银奖）和 8 项省级奖项。
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
2025.09 - (5 years), Ph.D. in Computer Technology, Shenzhen Institute of Advanced Technology, Chinese Academy of Science
2021.09 - 2025.06, B.S. in Artificial Intelligence, Dalian University of Technology
📌 Research Interests
General LLMs and MLLMs: Exploring the underlying mechanisms of LLMs and MLLMs, and researching improved fine-tuning methods to enhance their understanding, reasoning, and generation capabilities.
Information Retrieval (IR): Exploring improved generative IR (GenIR) approaches to enhance the capabilities of LLMs, and leveraging LLMs to improve IR performance.
AI for Science and Social Science: Developing domain-specific applications using LLMs and MLLMs to empower research in sciences and social sciences.
LLMs for Intellectual Property (mainly for Patents) [Topic Homepage]
LLMs for Law
🔥 News
2025.07.30: 🎉 As the Team Supervisor, I successfully guided my team to win the Third Prize at the national level in the 18th China College Students' Computer Design Competition.
2025.06.14: 🧠 My work AutoPatent was presented as a poster at the
Young Scholars Symposium on Natural Language Processing (YSSNLP) 2025, Dalian. Many thanks to the organizers for the opportunity!
2025.06.12: 🎉 My undergraduate thesis titled "Research and Application of Large Language Models in the Intellectual Property Field" was awarded as an Outstanding Thesis (校优秀本科毕业论文) (Top 4.39%).
2025.03.03: 🎉 As the leader of the Taibao-ip team, we provided DeepSeek model deployment services to the School of Public Administration at Dalian University of Technology, which was featured in reports by Guangming Daily and the school itself. [News 1] [News 2]
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.
IPBench: Benchmarking the Knowledge of Large Language Models in Intellectual Property.
Qiyao Wang, Guhong Chen, Hongbo Wang, Huaren Liu, Minghui Zhu, Zhifei Qin, Linwei Li, Yilin Yue, Shiqiang Wang, Jiayan Li, Yihang Wu, Ziqiang Liu, Longze Chen, Run Luo, Liyang Fan, Jiaming Li, Lei Zhang, Kan Xu, Hamid Alinejad-Rokny, Chengming Li, Shiwen Ni†, Yuan Lin†, Min Yang†. Preprint. CAS-SIAT and DUT.
[Website]
[Paper]
[HuggingFace]
[Github]
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines.
M-A-P Team, Xinrun Du, et al., Qiyao Wang (Core Contributor listed in Alphabetical Order), et al., Ge Zhang. Preprint. M-A-P.
[Website]
[Paper]
[Github]
2024
AutoPatent: A Multi-Agent Framework for Automatic Patent Generation.
Qiyao Wang*, Shiwen Ni*, Guhong Chen, Huaren Liu, Shule Lu, Xi Feng, Chi Wei, Qiang Qu, Hamid Alinejad-Rokny, Chengming Li, Yuan Lin† and Min Yang†. Preprint. CAS-SIAT and DUT.
[Website]
[Paper]
[Github]
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. DUT.
[Website]
[Paper]
[Github]
[HuggingFace]
College Students' Innovative Entrepreneurial Training Plan Program
Projects in Dalian University of Technology.
Research on large language models for intellectual property public service. Leader. National Level. 2023.09-2025.04. Completed.
Research and application of technological gene based on representation learning. Leader. School Level. 2022.12-2024.04. Completed.
🪡 Intellectual Property
Patent
Method for Audio Transcription Annotation and Analysis Based on Multi-Agent Collaboration Mechanism.Hongbo Wang, Yuan Lin, Qiyao Wang, Huanming Wang.
DUT. Pending. (Main Member)
Method, Apparatus, Electronic Device, and Storage Medium for Generating a Patent Application Document.Shiwen Ni, Min Yang, Qiyao Wang.
CAS-SIAT. Pending. (Sole Student Member)
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.
2025.06: Undergraduate thesis "Research and Application of Large Language Models in the Intellectual Property Field" —— Outstanding Thesis (校优秀本科毕业论文) (Top 4.39%)
Competition Awards
Bold text indicates national level.
2025.07: The 18th China College Students' Computer Design Competition —— Third Prize at the National level. (Supervisor)
2025.06: 2025 University Computer Competition, Internet Technology Challenge (×2) —— Third Prize in Northeast Regional. (Supervisor)
2025.06: The 12th College Students Innovation and Entrepreneurship Annual Meeting —— Second Prize in Liaoning Province. (Leader)
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: 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)
