| Neural news recommendation with long-and short-term user representations M An, F Wu, C Wu, K Zhang, Z Liu, X Xie Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 171 | 2019 |
| gmission: A general spatial crowdsourcing platform Z Chen, R Fu, Z Zhao, Z Liu, L Xia, L Chen, P Cheng, CC Cao, Y Tong, ... Proceedings of the VLDB Endowment 7 (13), 1629-1632, 2014 | 150 | 2014 |
| Fine-grained interest matching for neural news recommendation H Wang, F Wu, Z Liu, X Xie Proceedings of the 58th annual meeting of the association for computational …, 2020 | 70 | 2020 |
| Leveraging demonstrations for reinforcement recommendation reasoning over knowledge graphs K Zhao, X Wang, Y Zhang, L Zhao, Z Liu, C Xing, X Xie Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 60 | 2020 |
| Context-aware academic collaborator recommendation Z Liu, X Xie, L Chen Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 54 | 2018 |
| Cleaning uncertain data with a noisy crowd CJ Zhang, L Chen, Y Tong, Z Liu 2015 IEEE 31st International Conference on Data Engineering, 6-17, 2015 | 48 | 2015 |
| Lightrec: A memory and search-efficient recommender system D Lian, H Wang, Z Liu, J Lian, E Chen, X Xie Proceedings of The Web Conference 2020, 695-705, 2020 | 42 | 2020 |
| Dynamic graph collaborative filtering X Li, M Zhang, S Wu, Z Liu, L Wang, SY Philip 2020 IEEE International Conference on Data Mining (ICDM), 322-331, 2020 | 31 | 2020 |
| Lighter and better: low-rank decomposed self-attention networks for next-item recommendation X Fan, Z Liu, J Lian, WX Zhao, X Xie, JR Wen Proceedings of the 44th international ACM SIGIR conference on research and …, 2021 | 23 | 2021 |
| Reinforced anchor knowledge graph generation for news recommendation reasoning D Liu, J Lian, Z Liu, X Wang, G Sun, X Xie Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 22 | 2021 |
| Heterogeneous similarity graph neural network on electronic health records Z Liu, X Li, H Peng, L He, SY Philip 2020 IEEE International Conference on Big Data (Big Data), 1196-1205, 2020 | 22 | 2020 |
| Hi-Fi Ark: Deep User Representation via High-Fidelity Archive Network. Z Liu, Y Xing, F Wu, M An, X Xie IJCAI, 3059-3065, 2019 | 22 | 2019 |
| Mutual benefit aware task assignment in a bipartite labor market L Zheng, L Chen 2016 IEEE 32nd International Conference on Data Engineering (ICDE), 73-84, 2016 | 19 | 2016 |
| Sampling-decomposable generative adversarial recommender B Jin, D Lian, Z Liu, Q Liu, J Ma, X Xie, E Chen Advances in Neural Information Processing Systems 33, 22629-22639, 2020 | 18 | 2020 |
| GraphFormers: GNN-nested transformers for representation learning on textual graph J Yang, Z Liu, S Xiao, C Li, D Lian, S Agrawal, A Singh, G Sun, X Xie Advances in Neural Information Processing Systems 34, 28798-28810, 2021 | 14* | 2021 |
| Personalized recommendation systems: Five hot research topics you must know X Xie, J Lian, Z Liu, X Wang, F Wu, H Wang, Z Chen Microsoft Research Lab-Asia, 2018 | 14 | 2018 |
| Retromae: Pre-training retrieval-oriented transformers via masked auto-encoder Z Liu, Y Shao arXiv preprint arXiv:2205.12035, 2022 | 12 | 2022 |
| Adsgnn: Behavior-graph augmented relevance modeling in sponsored search C Li, B Pang, Y Liu, H Sun, Z Liu, X Xie, T Yang, Y Cui, L Zhang, Q Zhang Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 12 | 2021 |
| Realtime traffic speed estimation with sparse crowdsourced data Z Liu, L Chen, Y Tong 2018 IEEE 34th International Conference on Data Engineering (ICDE), 329-340, 2018 | 12 | 2018 |
| Octopus: Comprehensive and elastic user representation for the generation of recommendation candidates Z Liu, J Lian, J Yang, D Lian, X Xie Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 11 | 2020 |
Xing Xie 谢幸Senior Principal Research Manager, Microsoft, CCF Fellow, IEEE Fellow, ACM Distinguished MemberVerified email at microsoft.com
