近期发表论文

Ÿ   Xinli Hao, Yile Chen, Chen Yang, Zhihui Du, Chaohong Ma, Chao Wu, Xiaofeng Meng: From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations [C]// 40th IEEE International Conference on Data Engineering. ICDE 2024: 570-583

Ÿ   Leixia Wang, QingQing Ye, Haibo Hu, Xiaofeng Meng. PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy [J]. Proceedings of the VLDB Endowment, 2024, 17(11): 3031-3044.

Ÿ   Yingtao Peng, Tangpeng Dan, Zhendong Zhao, Aishan Maoliniyazi, Xiaofeng Meng: KMIC: A Knowledge-Aware Recommendation with Multivariate Intentions Contrastive Learning [C]// Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data. 2024: 82-98

Ÿ   Aishan Maoliniyazi, Chaohong Ma, Xiaofeng Meng, Yingtao Peng:. LEAF: A Less Expert Annotation Framework with Active Learning [C]// Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD). Singapore: Springer Nature Singapore, 2024: 369-384.

Ÿ   Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng. Cross-silo Federated Learning with Record-level Personalized Differential Privacy [C]// ACM Conference on Computer and Communications Security (CCS) 2024. (Accept)

Ÿ   Yingtao Peng, Chen Gao, Yu Zhang, Tangpeng Dan, Xiaoyi Du, Hengliang Luo, Yong Li, Xiaofeng Meng. Denoising Alignment with Large Language Model for Recommendation [J] ACM Transactions on Information Systems (TOIS). 2024. (Accept)

Ÿ   Leixia Wang, QingQing Ye, Haibo Hu, Xiaofeng Meng, Kai Huang. LDP-Purifier: Defending Against Poisoning Attacks in Local Differential Privacy[C]. DASFAA 2024. (Accept)

Ÿ   Chaohong Ma, Xiaohui Yu, Yifan Li, Aishan Maoliniyazi, Xiaofeng Meng. A Learned Approach to Index Algorithm Selection [C]// ICDM 2024. (Accept)

Ÿ   李梓童,孟小峰,王雷霞. 遗忘学习综述 [J] 软件学报, 2024 （录用）

Ÿ   彭迎涛,孟小峰,杜治娟. 多样化推荐综述 [J] 计算机研究与发展, 2025 (录用)

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