โค๏ธ Hi there, this is Summer Wu๐ฆ๏ฝ Currently I am a PhD candidate at the Shanghai JiaoTong University, SoE, supervised by Prof. Feng-Kuang Chiang. I received my Master degree in 2024 from East China Normal University, where I was advised by Prof. Yonghe Wu.
๐ค My research interests include AI for STEM Education, LLM-based Agent, and Analysis/Application of Educational Technology. I keep collobration with my friends Dr. Yanhao Jia on Multi-Modal Tasks and Dr. Shuai Zhao on LLMs-related Tasks. Specially, I aim to develop educational models to intelligentise STEM education in China.
๐ค Looking for collobration. If you are interested in working with me in AI tasks or AI4Edu tasks, please drop me an email.
๐ฅ News
- 05/2025: ย ๐๐ One papers is accepted by ACL 2025!
- 06/2024: ย ๐๐ I got the Shanghai Outstanding Graduates Prize!
- 11/2023: ย ๐๐ 1 papers is accepted by ISLS.
- 09/2023: ย ๐๐ 1 paper is accepted by Shanghai Education.
- 08/2023: ย ๐๐ 2 papers are accepted by IEEE, SITE.
- 05/2023: ย ๐๐ 1 paper is accepted by ICEIT(Spotlight).
๐ Preprint
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Submit to IEEE TKDEFrom Query to Explanation: Uni-RAG for Multi-Modal Retrieval-Augmented Learning in STEM, Xinyi Wu, Yanhao Jia, Luwei Xiao, Shuai Zhao, Fengkuang Chiang, Erik Cambria. -
Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning, Yanhao Jia, Xinyi Wu, Qinglin Zhang, Yiran Qin, Luwei Xiao, Shuai Zhao.
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Submit to ACM Computing SurveysInvestigating Vulnerabilities and Defenses Against Audio-Visual Attacks: A Comprehensive Survey Emphasizing Multimodal Models, Jinming Wen, Xinyi Wu, Shuai Zhao, Yanhao Jia, Yuwen Li.
๐ Publications
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ACL 2025Uni-Retrieval: A Multi-Style Retrieval Framework for STEMโs Education, Yanhao Jia*, Xinyi Wu*, Hao Li, Qinglin Zhang, Yuxiao Hu, Shuai Zhao, Wenqi Fan. -
British Journal of Educational TechnologyThe Impact of Generative AI on Self-Directed Learning Among Chinese University Students, Xinyi Wu, Qinglin Zhang, Fengkuang Chiang. -
ICALT 2025Unveiling the Evolution and Trend Prediction of Large Language Models in Education: A Review Using BERTopic and LSTM Modeling, Xinyi Wu, Qinglin Zhang, Fengkuang Chiang. -
ICEIT 2023 SpotlightExploration of mathematics education by metaverse technology, Xinyi Wu, Yuanyuan Chen, Yonghe Wu. -
International Society of Learning SciencesLearning Communities a Collaborative Approach Towards to Trusting Symbiosis, Xinyi Wu, Zhiwen Xia, Yonghe Wu. -
Society for Information Technology and Teacher EducationDesign and Practice of Educational Games Base on Metaverse Scenarios, Xinyi Wu, Yuanyuan Chen, Yonghe Wu. -
International Journal of Artificial Intelligence in EducationLeveraging GenAI in Design Drawing: A Case Study of an Architecture Course in Chinese University, Xiaokai LIU, Fengkuang CHIANG, Yuqiao TAN, Xinyi Wu, Yingying CHA, Cher Ping LIM. -
Education and Information TechnologiesFactors influencing behavioral intention to use e-learning in higher education during the COVID-19 pandemic: A meta-analytic review based on the UTAUT2 model, Hao Zheng, Feifei Han, Yi Huang, Yonghe Wu, Xinyi Wu.
๐ Educations
- 2024.09 - (now), Ph.D. in Education, Shanghai Jiao Tong University
- 2022.09 - 2024.06, M.S. in Modern Education Technology, East China Normal University (Rank: 1/30)
- 2018.09 - 2022.06, B.S. in Computer Science and Technology, Sichuan Normal University (Rank: 1/81)
๐ฉโ๐ป Internships
- 2023.09 - 2023.12, IT teacher, Fuxing Senior High School
- 2023.08 - 2023.12, Artificial Intelligence teacher, iFLYTEK
- 2021.08 - 2021.11, STEAM & Programming teacher, Chengdu Shishi High School
- 2021.08 - 2024.05, House Leader & Activity Leade, You Mei Camp Education
๐ป Selected Honors and Awards
- 2024 Shanghai Outstanding Graduates Prize
- 2023 Best Design Award of Global Future Education Design Competition
- 2023 National Third Prize of โTian Jiabingโ Teachersโ Skills Competition
- 2022 National second prize of โChallenge Cupโ Science and Technology Innovation Competition
- 2021 National Scholarship
- 2021 National second prize of Chinese Collegiate Computing Competitio
- 2021 Silver prize of National College Studentsโ innovation and entrepreneurship training program
- 2021 National second prize of โiTeachโ Digital Education Innovation Competition