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ORCIDJiafeng Xia
- > Home > Persons > Jiafeng Xia
Publications
- 2025
[c8]Mingzhe Han
, Dongsheng Li, Jiafeng Xia, Jiahao Liu, Hansu Gu, Peng Zhang, Ning Gu, Tun Lu:
FedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving Recommendation. SIGIR 2025: 1687-1696- [c7]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Oracle-guided Dynamic User Preference Modeling for Sequential Recommendation. WSDM 2025: 363-372 - [c6]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Frequency-aware Graph Signal Processing for Collaborative Filtering. WWW (Companion Volume) 2025: 1417-1421 - [i4]Mingzhe Han, Dongsheng Li, Jiafeng Xia, Jiahao Liu, Hansu Gu, Peng Zhang, Ning Gu, Tun Lu:
FedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving Recommendation. CoRR abs/2504.14208 (2025) - 2024
- [c5]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Neural Kalman Filtering for Robust Temporal Recommendation. WSDM 2024: 836-845 - [c4]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Hierarchical Graph Signal Processing for Collaborative Filtering. WWW 2024: 3229-3240 - [i3]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Frequency-aware Graph Signal Processing for Collaborative Filtering. CoRR abs/2402.08426 (2024) - [i2]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Ning Gu:
GraphTransfer: A Generic Feature Fusion Framework for Collaborative Filtering. CoRR abs/2408.05792 (2024) - [i1]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu:
Oracle-guided Dynamic User Preference Modeling for Sequential Recommendation. CoRR abs/2412.00813 (2024) - 2022
- [c3]Jiafeng Xia, Dongsheng Li, Hansu Gu, Jiahao Liu, Tun Lu, Ning Gu:
FIRE: Fast Incremental Recommendation with Graph Signal Processing. WWW 2022: 2360-2369 - 2021
- [c2]Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu:
Incremental Graph Convolutional Network for Collaborative Filtering. CIKM 2021: 2170-2179
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