I’m a Post-doctoral fellow at the School of Computer Science, Institute of Science Tokyo (formerly Tokyo Tech), advised by Prof. Yang Cao. Previously, I received my PhD degree from Beijing Institute of Technology in 2024, advised by Prof. Zhiwei Zhang, Ye Yuan and Guoren Wang.
My research interest includes Personalized Federated Learning, Graph Analysis and LLMs. I am looking for any form of academic cooperation. If you are interested in collaborating with me, please feel free to email me.
Publications
Yadong Wang, Zhiwei Zhang, Pengpeng Qiao, Ye Yuan, Hao Zhang, Guoren Wang
- International Conference on Database Systems for Advanced Applications (DASFAA), 2025, CCF-B
Pengpeng Qiao, Kangfei Zhao, Bei Bi, Zhiwei Zhang, Ye Yuan, Guoren Wang
- International Conference on Data Engineering (ICDE), 2024, CCF-A
Pengpeng Qiao, Zhiwei Zhang, Yuntong Li, Ye Yuan, Shuliang Wang, Guoren Wang, Jeffrey Xu Yu
- IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024, CCF-A
Pengpeng Qiao, Zhiwei Zhang, Zhetao Li, Yuanxing Zhang, Kaigui Bian, Guoren Wang
- IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, CCF-A
Chengxin Li, Zhetao Li, Saiqin Long, Pengpeng Qiao, Ye Yuan, Guoren Wang
- IEEE/ACM Transactions on Networking (ToN), 2024, CCF-A
Beibi, Zhiwei Zhang, Pengpeng Qiao, Ye Yuan, Guoren Wang
- International Conference on Database Systems for Advanced Applications (DASFAA), 2024, CCF-B
Zhuang Miao, Fuhui Sun, Xiaoyan Wang, Pengpeng Qiao, Kangfei Zhao, Yadong Wang, Zhiwei Zhang, and George Y. Yuan
- APWeb-WAIM International Joint Conference on Web and Big Data (APWeb), 2023, CCF-C
Xinzhou Wang, Yinjia Chen, Zhiwei Zhang, Pengpeng Qiao, Guoren Wang
- International Conference on Web Information Systems Engineering (WISE), 2022, CCF-C
Zhetao Li, Pengpeng Qiao(student first-author), Yuanxing Zhang, Kaigui Bian
- IEEE Global Communications Conference (GLOBECOM), 2019, CCF-C, Best Conference Paper Award of TCBD
Pengyu Zhao, Yuzhe Yang, Yuanxing Zhang, Kaigui Bian, Lingyang Song, Pengpeng Qiao, Zhetao Li
- IEEE Global Communications Conference (GLOBECOM), 2019, CCF-C
Kaigui Bian, Yangbin Zhang, Pengpeng Qiao, Zhetao Li
- IEEE/CIC International Conference on Communications in China (ICCC), 2017
Invited Talks
- 2024.07, Oral presentation at DASFAA 2024 about our paper: ‘FedSig: A Federated graph Augmentation for Class-Imbalanced Node Classification’, Gifu, Japan.
- 2024.05, Oral presentation at ICDE 2024 about our paper: ‘Feed: Towards Personalization-Effective Federated Learning’, Utrecht, Netherlands.
- 2023.10, Oral presentation at APWeb 2023 about our paper: ‘Detecting Critical Nodes in Hypergraphs via Hypergraph Convolutional Network’, Wuhan, China.
- 2019.12, Oral presentation at APWeb 2023 about our paper: ‘Adversarial Learning of Transitive Semantic Features for Cross-Domain Recommendation’, Hawaii, USA.
Academic Services
- Conference/Journal Reviewers
- Journal Reviewers: IEEE TKDE, IEEE TDSC, IEEE TVT, ACM TSAS, IEEE ACCESS, The Computer Journal
- (External) Reviewer: VLDB (2022,2023), ICDE (2022,2023), AAAI (2021,2022）), SIGIR (2021), IJCAI(2022), DASFFA (2023,2024), PAKDD (2022), APWeb (2022,2023), EDBT(2022)
- Editorial/Organizing Committee Member
- Registration chair, Session chair, Australasian Database Conference (ADC) 2024.