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学生 (本科，硕士)。

如果你感兴趣，请给我发邮件。

近期研究

近期发表

(注: # 意味着同等贡献, * 意味着通讯作者)

2024年

1. 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]

2. 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]

3. 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]

4. 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]

2023年

5. 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) . (Best Paper Award) [link]

6. 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]

2022年

7. Yuyang Wang, Tianli Ren, Zhuoyi Zhang, Zheyu Chen, Jinfeng Xu, Zixiao Ma, Pai Zhu, and Mingjia Zhang

   A Review of Gray-scale Image Recoloring Methods With Neural Network Based Model

   International Conference on Image, Vision and Computing (ICIVC). [pdf]

学术职责

审稿人

• International Conference on Learning Representations (ICLR)

• ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

• 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)