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Zheng LIU
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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
1582019
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
1452014
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
652020
Context-aware academic collaborator recommendation
Z Liu, X Xie, L Chen
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
552018
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
532020
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
462015
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
372020
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
282020
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
222019
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
212021
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
202021
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
192020
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
182016
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
172020
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
142018
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
122018
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
112021
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
102020
Matching-oriented Product Quantization For Ad-hoc Retrieval
S Xiao, Z Liu, Y Shao, D Lian, X Xie
arXiv preprint arXiv:2104.07858, 2021
92021
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