Xinni Zhang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Graph Representation

Sampling Strategies

Convolutional Network

Top Venues

Publications

Xinni Zhang, Yankai Chen, Chenhao Ma, Yixiang Fang, Irwin King
Influential Exemplar Replay for Incremental Learning in Recommender Systems. AAAI (2024)
Yaping Zheng, Xiaofeng Zhang, Shiyi Chen, Xinni Zhang, Xiaofei Yang, Di Wang
When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Xinni Zhang, Yankai Chen, Cuiyun Gao, Qing Liao, Shenglin Zhao, Irwin King
Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation. CoRR (2022)
Liqi Yang, Linhao Luo, Xiaofeng Zhang, Fengxin Li, Xinni Zhang, Zelin Jiang, Shuai Tang
Why do Semantically Unrelated Categories Appear in the Same Session?: A Demand-aware Method. SIGIR (2022)
Shiyi Chen, Ziao Wang, Xinni Zhang, Xiaofeng Zhang, Dan Peng
Probing Negative Sampling Strategies to Learn GraphRepresentations via Unsupervised Contrastive Learning. CoRR (2021)
Shiyi Chen, Ziao Wang, Xinni Zhang, Xiaofeng Zhang, Dan Peng
Probing Negative Sampling for Contrastive Learning to Learn Graph Representations. ECML/PKDD (2) (2021)
Liqi Yang, Linhan Luo, Lifeng Xin, Xiaofeng Zhang, Xinni Zhang
DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation. CoRR (2021)