About me
Bio
I am currently postgraduate student at University of Science and Technology of China(USTC) in School of Computer Science Technology, advised by Prof. Qi Liu. Before that, I graduated from Hefei University of Technology(HFUT), advised by Prof. Le Wu.
Techniques that I’m interested in (but not limited to) are Data Mining, RS, and Trustworthy ML
Education
Computer Science, School of Computer Science and Information Engineering, Hefei University of Technology (HFUT) July. 2018-2022
Publications
Conferences
Towards Few-shot Self-explaining Graph Neural Networks
Peng, Jingyu, Liu, Qi, Yue, Linan, Zhang, Zaixi, Zhang, Kai and Sha, Yunhao
Joint European Conference on Machine Learning and Knowledge Discovery in Databases 2024 (CCF-B)
Meta-learned ID Embeddings for Online Inductive Recommendation
Jingyu Peng, Le Wu, Peijie Sun & Meng Wang
In China Conference on Information Retrieval 2021
[PDF]
Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification
Zheng Gong, Guifeng Wang, Ying Sun, Qi Liu, Yuting Ning, Hui Xiong, Jingyu Peng
The 32nd International Joint Conference on Artificial Intelligence (IJCAI-23)
To Be Published
Internship
Alipay
- Participate in the development of Ray core.
- Participate in the development of Mars.
- Study the operating efficiency of various machine learning algorithms(XGBoost, Lightgbm) on Mars & Ray June. 2021 - Aug. 2021
IFLYTEK
- Responsible for the research of Job Competency Perception Diagnosis.
- Participate in the construction of dataset. May. 2022 - Jul. 2022
Competitions
U.S. Patent Phrase to Phrase Matching
- It’s my first time to participate in Kaggle competition. I got a silver medal in U.S. Patent Phrase to Phrase Matching with my teammate Zheng Gong. The solution is available. May. 2022
Optiver Trading at the Close
- Silver medal (top 2%)
Awards
Awarded as Outstanding Graduate in HFUT. June. 2022
Awarded First Class Scholarship in USTC. Sep. 2022
Miscellaneous
I love extreme sports including Motorcycle, Car Racing and Snowboarding.