Xinni Zhang

According to our database, Xinni Zhang authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Influential Exemplar Replay for Incremental Learning in Recommender Systems.

Xinni Zhang, Yankai Chen, Chenhao Ma, Yixiang Fang, Irwin King

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method.

Yaping Zheng, Xiaofeng Zhang, Shiyi Chen, Xinni Zhang, Xiaofei Yang, Di Wang

IEEE Trans. Knowl. Data Eng., 2023

2022

Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation.

Xinni Zhang, Yankai Chen, Cuiyun Gao, Qing Liao, Shenglin Zhao, Irwin King

CoRR, 2022

Why do Semantically Unrelated Categories Appear in the Same Session?: A Demand-aware Method.

Liqi Yang, Linhao Luo, Xiaofeng Zhang, Fengxin Li, Xinni Zhang, Zelin Jiang, Shuai Tang

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021

Probing Negative Sampling Strategies to Learn GraphRepresentations via Unsupervised Contrastive Learning.

Shiyi Chen, Ziao Wang, Xinni Zhang, Xiaofeng Zhang, Dan Peng

CoRR, 2021

Probing Negative Sampling for Contrastive Learning to Learn Graph Representations.

Shiyi Chen, Ziao Wang, Xinni Zhang, Xiaofeng Zhang, Dan Peng

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021