I am currently a visiting student at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), advised by Prof. Imran Razzak and Prof. Bin Zhang. I recently graduated from East China Normal University with a master’s degree in software engineering, where I was supervised by Prof. Zhili Chen. I completed my undergraduate studies at the School of Computer Science and Technology, Huaqiao University.
My research interests include ai for biology, graph neural network and LLM. I have published several papers in conferences
📝 Publications
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Submitted to 2025 BIBMscAGC: Learning Adaptive Cell Graphs with Contrastive Guidance for Single-Cell Clustering. Huifa Li, Jie Fu, Xinlin Zhuang, Haolin Yang, Xinpeng Ling, Tong Cheng, Imran Razzak, Zhili Chen -
BIBM 2024Single-cell Curriculum Learning-based Deep Graph Embedding Clustering. Huifa Li, Jie Fu, Xinpeng Ling, Zhiyu Sun, Kuncan Wang, Zhili Chen -
ICIC 2024DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-cell Clustering. Huifa Li, Jie Fu, Zhili Chen, Xiaomin Yang, Haitao Liu, Xinpeng Ling -
arXiv 2025EC-LDA: Embedding Compression-Label Distribution Inference Attack against Federated Graph Learning. Tong Cheng, Jie Fu, Xinpeng Ling, Zhili Chen, Huifa Li, Wendy Hui Wang, Junqing Gong -
arXiv 2024FedFDP: Federated Learning with Fairness and Differential Privacy. Xinpeng Ling, Jie Fu, Kuncan Wang, Huifa Li, Tong Cheng, Zhili Chen -
arXiv 2024CBNN: 3-Party Secure Framework for Customized Binary Neural Networks Inference. Benchang Dong, Zhili Chen, Junqing Gong, Xin Chen, Jie Fu, Huifa Li, Shiwen Wei
📖 Educations
- 2025.04 - (now), Visiting student, MBZUAI, Abu Dhabi
- 2022.09 - 2025.06, Master, East China Normal University, Shanghai.
- 2018.09 - 2022.06, Undergraduate, Huaqiao University, Xiamen.
🎖 Honors and Awards
- 2023 Second Prize of WPPCC
- 2022 Students Graduated with Honors of Huaqiao University
- 2021 First Prize in Fujian Province, China Undergraduate Mathematical Contest in Modeling.
- 2020 Merit Student of Huaqiao University.
- 2020 First Prize in Fujian Province, Blue Bridge Cup National Software and Information Technology Professional Talent Competition.