徐锦峰 (Jinfeng Xu)

博士生,
电气与电子工程系,
香港大学,
香港，中国
个人邮箱: jinfeng.xu0605@gmail.com
工作邮箱: jinfeng@connect.hku.hk

关于我

本人现为香港大学电气及电子工程系博士研究生。

我的研究兴趣包括推荐系统、数据隐私、图学习、自监督学习和联邦学习。

我期待在推荐领域展开合作，可以是传统推荐、多模态推荐、社交推荐、群组推荐等。

我也在寻找有上进心的合作者。

如果你感兴趣，请给我发邮件。

(注: # 意味着同等贡献, * 意味着通讯作者)

Zheyu Chen#, Jinfeng Xu#, and Haibo Hu
Don't Lose Yourself: Boosting Multimodal Recommendation via Reducing Node-neighbor Discrepancy in Graph Convolutional Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). [link]
Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Hewei Wang, and Edith Ngai
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
The Association for the Advancement of Artificial Intelligence (AAAI). [link]

Jinfeng Xu, Zheyu Chen, Jinze Li, Shuo Yang, Hewei Wang, and Edith Ngai
AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation
ACM International Conference on Information and Knowledge Management (CIKM). [link]
Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, and Edith Ngai
Multi-Scale Contrastive Attention Representation Learning for Encrypted Traffic Classification
ACM International Conference on Information and Knowledge Management (CIKM). [link]
Shuo Yang, Xinran Zheng, Jinze Li, Jinfeng Xu, Xingjun Wang, and Edith C. H. Ngai
ReCDA: Concept Drift Adaptation with Representation Enhancement for Network Intrusion Detection
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD). [link]
Jinfeng Xu, Zheyu Chen, Zixiao Ma, Jiyi Liu, and Edith C. H. Ngai
Improving Consumer Experience with Pre-purify Temporal-decay Memory-based Collaborative Filtering Recommendation for Graduate School Application
IEEE Transactions on Consumer Electronics (TCE). [link]

Jinfeng Xu, Jiyi Liu, Zixiao Ma, Yuyang Wang, Wei Wang, and Edith Ngai
KNN-based Collaborative Filtering for Fine-Grained Intelligent Grad-School Recommendation System
EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine) . (最佳论文奖) [link]
Lina Wang, Yan Mao, Jinfeng Xu, Jianan Wu, Kunxiu Wu, Keji Mao, and Kai Fang
A ROI Extraction Method for Wrist Imaging Applied in Smart Bone-Age Assessment System
IEEE Journal of Biomedical and Health Informatics (JBHI). [pdf]

程序委员会成员

审稿人

International Conference on Learning Representations (ICLR)
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
ACM The Web Conference (WWW)
Association for the Advancement of Artificial Intelligence (AAAI)
ACM International Conference on Multimedia (MM)
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
IEEE International Conference on Distributed Computing Systems (ICDCS)
IEEE Transactions on Industrial Informatics (TII)

荣誉