2024
Text Matching Indexers in Taobao Search.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
UID-Net: Enhancing Click-Through Rate Prediction in Trigger-Induced Recommendation Through User Interest Decomposition.
Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024
2023
Delving into E-Commerce Product Retrieval with Vision-Language Pre-training.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Cold-Start Based Multi-scenario Ranking Model for Click-Through Rate Prediction.
Proceedings of the Database Systems for Advanced Applications, 2023
2022
Deep Interest Highlight Network for Click-Through Rate Prediction in Trigger-Induced Recommendation.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Modeling User Behavior with Graph Convolution for Personalized Product Search.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Re-weighting Negative Samples for Model-Agnostic Matching.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Intelligent Request Strategy Design in Recommender System.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
XDM: Improving Sequential Deep Matching with Unclicked User Behaviors for Recommender System.
Proceedings of the Database Systems for Advanced Applications, 2022
Query Rewriting in TaoBao Search.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Embedding-based Product Retrieval in Taobao Search.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
2020
Unclicked User Behaviors Enhanced Sequential Recommendation.
CoRR, 2020
Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
MTBRN: Multiplex Target-Behavior Relation Enhanced Network for Click-Through Rate Prediction.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
Deep Session Interest Network for Click-Through Rate Prediction.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
SDM: Sequential Deep Matching Model for Online Large-scale Recommender System.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Multi-Level Deep Cascade Trees for Conversion Rate Prediction.
CoRR, 2018
2015
3D Depth Perception from Single Monocular Images.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015