Yanyan Shen

2024

doi dblp
Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample Selection.
Zhikai Wang|Yanyan Shen|Zexi Zhang|Li He|Yichun Li|Hao Gu|Yinghua Zhang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

doi dblp
RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Prediction.
Yanyan Shen|Lifan Zhao|Weiyu Cheng|Zibin Zhang|Wenwen Zhou|Kangyi Lin
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 3

2022

doi dblp
GCF-RD: A Graph-based Contrastive Framework for Semi-Supervised Learning on Relational Databases.
Runjin Chen|Tong Li|Yanyan Shen|Luyu Qiu|Kaidi Li|Caleb Chen Cao
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

doi dblp
FluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly Detection.
Jia Li|Shimin Di|Yanyan Shen|Lei Chen
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
doi dblp
GNEM: A Generic One-to-Set Neural Entity Matching Framework.
Runjin Chen|Yanyan Shen|Dongxiang Zhang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Multi-Context Attention for Entity Matching.
Dongxiang Zhang|Yuyang Nie|Sai Wu|Yanyan Shen|Kian-Lee Tan
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Leveraging app usage contexts for app recommendation: a neural approach.
Yanan Xu|Yanmin Zhu|Yanyan Shen|Jiadi Yu
World Wide Web (WWW) 2019 Volume 22 Issue 6

2018

doi dblp
Inferring Dockless Shared Bike Distribution in New Cities.
Zhaoyang Liu|Yanyan Shen|Yanmin Zhu
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018
doi dblp
Predicting Multi-step Citywide Passenger Demands Using Attention-based Neural Networks.
Xian Zhou|Yanyan Shen|Yanmin Zhu|Linpeng Huang
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018