👀 About Me

My name is Yishuai Geng (耿宜帅), born on December 19, 1999. I am currently a Ph.D. student in the College of Computer Science and Technology at Southeast University, under the supervision of Professor Guohui Xiao （肖国辉）. Previously, I completed my Master’s degree at Yangzhou University under the supervision of Professor Yi Zhu （朱毅）.

My research focuses on Knowledge Representation & Reasoning, with a spotlight on the following key areas:

Answer Set Programming
Large Language Model
Recommendation System

I have published 5 papers with total google scholar citations .

🔥 News

2025.10: 🎉 Congratulations to Xu Yuan! Our co-authored paper has been accepted by Eur. J. Artif. Intell.!
2025.07: 🎉 A paper I contributed to has been accepted at KR2025!
2025.02: 🎉 I have been admitted as a Research PhD Student at Southeast University!

🎓 Education

2025.02 - present, Ph.D. in Computer Science and Technology, Southeast University, Nanjing, China.
2021.09 - 2024.06, M.E. in Computer Technology, Yangzhou University, Yangzhou, China.
2017.09 - 2021.06, B.E. in Computer Science and Technology, Wuxi Taihu University, Wuxi, China.

📰 Publications

[DOI] Can LLMs Solve ASP Problems? Insights from a Benchmarking Study.
Lin Ren, Guohui Xiao, Guilin Qi, Yishuai Geng, Haohan Xue.
In the 22nd International Conference on Principles of Knowledge Representation and Reasoning, 2025. (CCF-B)
[DOI] Self-Adaptive Deep Asymmetric Network for Imbalanced Recommendation.
Zhu Yi, Yishuai Geng, Yun Li, Jipeng Qiang, Yunhao Yuan and Xindong Wu.
In IEEE Transactions on Emerging Topics in Computational Intelligence, Jan 1, 2023. (SCI-Q2)
[DOI] Representation Learning: Serial-Autoencoder for Personalized Recommendation.
Zhu Yi, Yishuai Geng, Yun Li, Jipeng Qiang and Xindong Wu.
In Frontiers of Computer Science, Aug 1, 2024. (CCF-B, SCI-Q2)
[DOI] Representation Learning Recommendation With Knowledge Graph via Triple-Autoencoder.
Yishuai Geng, Xiao Xiao, Xiaobing Sun and Yi Zhu.
In Frontiers in Genetics, Jun 3, 2022.(SCI-Q3)
[DOI] Multi-Feature Extension via Semi-Autoencoder for Personalized Recommendation.
Yishuai Geng, Yi Zhu, Yun Li, Xiaobing Sun and Bin Li.
In Applied Sciences-Basel, Dec 1, 2022. (SCI-Q4)
[DOI] Soft Prompt-tuning for Personalized News Recommendation.
Xu Yuan, Yishuai Geng, Yi Zhu, Zhiyu Zhao, Runmei Zhang.
In The European Journal on Artificial Intelligence, 2025. (SCI-Q4)
[DOI] Research Paper Recommendation Based on Pre-trained Language Model Feature Extension.
Zhang Xiaowei, Geng Yishuai, Li Bin.
In Journal of Yangzhou University (Natural Science Edition), Dec 22, 2022. (Peking University Core)

📝 Preprints

📜 Patents

2023.08, A multi-feature extension autoencoder recommendation algorithm based on PNN; Patent No.: CN202311018096.X. (Second Inventor)
2022.10, A recommendation algorithm based on serial autoencoder; Patent No.: CN202211260963.6. (Second Inventor)
2022.04, A movie recommendation method based on triple autoencoder combined with knowledge graph; Patent No.: CN202210381395.9. (Second Inventor)
2021.05, A fully automatic car washing device; Patent No.: CN202021608047.3. (Third Inventor)

🎤 Conferences

2024.07, Shanghai, Academic exchange activity at East China University of Science and Technology, oral presentation, awarded “Outstanding Student” [Link]
2024.03, Fukuoka, Japan, Graduate academic exchange activity at Kyushu Institute of Technology [Link]
2023.08, Hefei, Anhui, 8th IEEE International Conference on Cyber Security and Data Science, oral presentation [Link]

🏅 Honors

2024.05, Outstanding Graduate of Yangzhou University Class of 2024 [Link]
2023.11, “Three Good Students” at Yangzhou University [Link]
2023.04, Outstanding Volunteer for Yangzhou Jianzhen Half Marathon and Grand Canal Marathon Series (Yangzhou Station) [Link]
2022.11, “Three Good Students” at School of Information Engineering (School of Artificial Intelligence), Yangzhou University
2022.06, “Civilized Dormitory” at Yangzhou University 2022 [Link]
2021.06, Outstanding Graduate of Wuxi Taihu University Class of 2021 [Link]
2020.12, “Three Good Students Model” at Wuxi Taihu University [Link]
2020.10, Jiangsu Province “Good Youth Around Us” - Diligent and Progressive Youth (Only 3 youths from Wuxi City were selected) [Link]
2020.06, Jiangsu Province “Outstanding Student Cadre” [Link]
2020.05, Ninth Wuxi Taihu University “Taihu Star” - “Research Star” [Link]
2020.05, 2019 “Outstanding Communist Youth League Cadre” at Wuxi Taihu University [Link]
2019.12, “Three Good Students Model” at Wuxi Taihu University [Link]
2019.07, Wuxi City “Three Good Students” [Link]
2019.05, 2018 “Outstanding Communist Youth League Cadre” at Wuxi Taihu University [Link]
2018.12, “Three Good Students” at Wuxi Taihu University [Link]

🥇 Awards

2023.10, National Scholarship [Link]
2023.10, First-class Academic Scholarship for Graduate Students at Yangzhou University (1/78) [Link]
2023.04, “Xinxiang Technology Enterprise Scholarship” at Yangzhou University
2022.10, First-class Academic Scholarship for Graduate Students at Yangzhou University (4/78) [Link]
2022.10, Outstanding Needy Graduate Student Grant at Yangzhou University
2020.12, “First-class Scholarship” at Wuxi Taihu University (1/36) [Link]
2020.11, National Encouragement Scholarship [Link]
2019.11, National Encouragement Scholarship [Link]
2019.10, “First-class Scholarship” at Wuxi Taihu University (1/36) [Link]
2018.12, “First-class Scholarship” at Wuxi Taihu University (1/36) [Link]

🏆 Competitions

2023.09, 18th “Challenge Cup” National College Students Extracurricular Academic Science and Technology Works Competition National Third Prize [Link]
2019.09, National College Students Electronic Design Competition Jiangsu Division Provincial Second Prize [Link]
2019.08, 14th National College Students “NXP Cup” Intelligent Car Competition Provincial Second Prize [Link]
2019.04, China Engineering Robot Competition and International Open Competition National First Prize [Link]
2019.10, 10th Jiangsu Province College Students Robot Competition Provincial Third Prize [Link]
2019.03, 10th Blue Bridge Cup Jiangsu Division C/C++ Programming University Group B Provincial Third Prize [Link]
2018.11, 9th Jiangsu Province College Students Robot Competition Provincial Third Prize [Link]

🔍 Services

Journal Reviewing

Engineering Applications of Artificial Intelligence
Intelligent Information Systems
Knowledge and Information Systems
Knowledge-Based Systems