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ORCIDShuai Zhang 0007
Person information
- affiliation: University of New South Wales, School of Computer Science and Engineering, Kensington, Australia
Other persons with the same name
- Shuai Zhang — disambiguation page
- Shuai Zhang 0001
![[0000-0002-4821-6404]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-4821-6404")
— University of Ulster, UK - Shuai Zhang 0002 — Zhejiang University of Finance and Economics, Hangzhou, China
- Shuai Zhang 0003 — Aalborg University, Faculty of Engineering and Science, Denmark
- Shuai Zhang 0004 — SenseTime Group Limited, SenseTime Research, Shenzhen, Hong Kong (and 1 more)
- Shuai Zhang 0005 — Fudan University, Department of Materials Science, Shanghai, China
- Shuai Zhang 0006 — North China Electric Power University, School of Control and Computer Engineering, Beijing, China
- Shuai Zhang 0008 — Tianjin University, MOE Key Laboratory of Smart Grid, China
- Shuai Zhang 0009 — Qualcomm Inc., San Diego, CA, USA (and 1 more)
- Shuai Zhang 0010 — National Digital Switching System Engineering and Technological Research Center, Zhengzhou, China
- Shuai Zhang 0011 — Xi'an Research Institution of Hi-Technology, Department of Control Engineering, China
- Shuai Zhang 0012 — University of Texas at Dallas, TX, USA
- Shuai Zhang 0013 — Illinois Institute of Technology, Department of Electrical and Computer Engineering, Chicago, IL, USA
- Shuai Zhang 0014 — Chinese Academy of Sciences, Institute of Automation, Beijing, China (and 1 more)
- Shuai Zhang 0015 — Rensselaer Polytechnic Institute, Department of Electrical, Computer, and Systems Engineering, Troy, NY, USA
- Shuai Zhang 0016 — Wuhan University, School of Geodesy and Geomatics, Research Center for High Accuracy Location Awareness, China
- Shuai Zhang 0017 — Tianjin University, School of Microelectronics, China
- Shuai Zhang 0018 — KTH Royal Institute of Technology, Stockholm, Sweden (and 1 more)
- Shuai Zhang 0019 — Tianjin University, School of Electrical and Information Engineering, China
- Shuai Zhang 0020 — University of Greenwich, London, UK (and 1 more)
- Shuai Zhang 0021 — Army Engineering University, Shijiazhuang, China
- Shuai Zhang 0022 — Xi'an University of Posts and Telecommunications, School of Cyberspace Security, China
- Shuai Zhang 0023 — University of South Florida, College of Marine Science, St. Petersburg, FL, USA (and 1 more)
- Shuai Zhang 0024 — Northwestern Polytechnical University, School of Marine Science and Technology, Xi'an, China
- Shuai Zhang 0025 — Shandong University of Science and Technology, College of Civil Engineering and Architecture, Shandong Key Laboratory of Civil Engineering Disaster Prevention and Mitigation, Qingdao, China
- Shuai Zhang 0026 — Beihang University, School of Computer Science and Engineering, Beijing Advanced Innovation Center for Big Data and Brain Computing, China
- Shuai Zhang 0027 — Zhejiang University, Center for Psychological Sciences, Hangzhou, China (and 1 more)
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Books and Theses
- 2019
[b1]Shuai Zhang:
Personalized recommendation: neural architectures and beyond. University of New South Wales, Sydney, Australia, 2019
Journal Articles
- 2023
- [j7]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Quan Z. Sheng:
Gradient Boosted Neural Decision Forest. IEEE Trans. Serv. Comput. 16(1): 330-342 (2023) - 2021
- [j6]Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang:
xFraud: Explainable Fraud Transaction Detection. Proc. VLDB Endow. 15(3): 427-436 (2021) - 2020
- [j5]Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Manqing Dong, Shuai Zhang:
Rating prediction via generative convolutional neural networks based regression. Pattern Recognit. Lett. 132: 12-20 (2020) - [j4]Shuai Zhang, Lina Yao, Bin Wu, Xiwei Xu, Xiang Zhang, Liming Zhu:
Unraveling Metric Vector Spaces With Factorization for Recommendation. IEEE Trans. Ind. Informatics 16(2): 732-742 (2020) - 2019
- [j3]Shuai Zhang, Lina Yao, Aixin Sun, Yi Tay:
Deep Learning Based Recommender System: A Survey and New Perspectives. ACM Comput. Surv. 52(1): 5:1-5:38 (2019) - [j2]Lina Yao, Xianzhi Wang, Quan Z. Sheng, Schahram Dustdar, Shuai Zhang:
Recommendations on the Internet of Things: Requirements, Challenges, and Directions. IEEE Internet Comput. 23(3): 46-54 (2019) - [j1]Xiang Zhang, Lina Yao, Shuai Zhang, Salil S. Kanhere, Michael Sheng, Yunhao Liu:
Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity. IEEE Internet Things J. 6(2): 2084-2092 (2019)
Conference and Workshop Papers
- 2024
- [c27]Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li:
CaMML: Context-Aware Multimodal Learner for Large Models. ACL (1) 2024: 4056-4071 - [c26]Yashar Deldjoo, Julian J. McAuley, Scott Sanner, Pablo Castells, Shuai Zhang, Enrico Palumbo:
The 1st International Workshop on Risks, Opportunities, and Evaluation of Generative Models in Recommendation (ROEGEN). RecSys 2024: 1250-1252 - 2023
- [c25]Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cédric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso:
Co-design Hardware and Algorithm for Vector Search. SC 2023: 87:1-87:15 - 2022
- [c24]Alfonso Amayuelas, Shuai Zhang, Susie Xi Rao, Ce Zhang:
Neural Methods for Logical Reasoning over Knowledge Graphs. ICLR 2022 - 2021
- [c23]Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee:
On Orthogonality Constraints for Transformers. ACL/IJCNLP (2) 2021: 375-382 - [c22]Zhengxin Fang, Mingcheng Qu, Shuai Zhang, Jingyu Zhang, Yi Yuan, Lina Yao, Shiping Chen:
HFM++: An Enhanced Holographic Factorization Machine for Recommendation. AusDM 2021: 72-85 - [c21]Leonel Aguilar Melgar, David Dao, Shaoduo Gan, Nezihe Merve Gürel, Nora Hollenstein, Jiawei Jiang, Bojan Karlas, Thomas Lemmin, Tian Li, Yang Li, Susie Xi Rao, Johannes Rausch, Cédric Renggli, Luka Rimanic, Maurice Weber, Shuai Zhang, Zhikuan Zhao, Kevin Schawinski, Wentao Wu, Ce Zhang:
Ease.ML: A Lifecycle Management System for Machine Learning. CIDR 2021 - [c20]Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu:
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. ICLR 2021 - [c19]Xupeng Miao, Nezihe Merve Gürel, Wentao Zhang, Zhichao Han, Bo Li, Wei Min, Susie Xi Rao, Hansheng Ren, Yinan Shan, Yingxia Shao, Yujie Wang, Fan Wu, Hui Xue, Yaming Yang, Zitao Zhang, Yang Zhao, Shuai Zhang, Yujing Wang, Bin Cui, Ce Zhang:
DeGNN: Improving Graph Neural Networks with Graph Decomposition. KDD 2021: 1223-1233 - [c18]Wenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso:
FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters. KDD 2021: 3097-3105 - [c17]Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso:
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions. MLSys 2021 - [c16]Shuai Zhang, Xi Rao, Yi Tay, Ce Zhang:
Knowledge Router: Learning Disentangled Representations for Knowledge Graphs. NAACL-HLT 2021: 1-10 - [c15]Aston Zhang, Yi Tay, Yikang Shen, Alvin Chan, Shuai Zhang:
Self-Instantiated Recurrent Units with Dynamic Soft Recursion. NeurIPS 2021: 6503-6514 - [c14]Shuai Zhang, Huoyu Liu, Aston Zhang, Yue Hu, Ce Zhang, Yumeng Li, Tanchao Zhu, Shaojian He, Wenwu Ou:
Learning User Representations with Hypercuboids for Recommender Systems. WSDM 2021: 716-724 - 2020
- [c13]Lucas Vinh Tran, Yi Tay, Shuai Zhang, Gao Cong, Xiaoli Li:
HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems. WSDM 2020: 609-617 - 2019
- [c12]Yi Tay, Shuai Zhang, Anh Tuan Luu, Siu Cheung Hui, Lina Yao, Tran Dang Quang Vinh:
Holographic Factorization Machines for Recommendation. AAAI 2019: 5143-5150 - [c11]Yi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui:
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks. ACL (1) 2019: 1494-1503 - [c10]Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Shuai Zhang, Yunhao Liu:
Know Your Mind: Adaptive Cognitive Activity Recognition with Reinforced CNN. ICDM 2019: 896-905 - [c9]Shuai Zhang, Lina Yao, Lucas Vinh Tran, Aston Zhang, Yi Tay:
Quaternion Collaborative Filtering for Recommendation. IJCAI 2019: 4313-4319 - [c8]Shuai Zhang, Yi Tay, Lina Yao, Bin Wu, Aixin Sun:
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation. IJCAI 2019: 6581-6583 - [c7]Shuai Zhang, Yi Tay, Lina Yao, Qi Liu:
Quaternion Knowledge Graph Embeddings. NeurIPS 2019: 2731-2741 - 2018
- [c6]Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Manqing Dong:
Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships. ICSOC 2018: 373-387 - [c5]Shuai Zhang, Lina Yao, Xiaodong Ning, Chaoran Huang, Xiwei Xu, Shiyan Ou:
Coupled Linear and Deep Nonlinear Method for Meetup Service Recommendation. ICWS 2018: 246-260 - [c4]Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong:
NeuRec: On Nonlinear Transformation for Personalized Ranking. IJCAI 2018: 3669-3675 - [c3]Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Xiang Zhang:
Data-Augmented Regression with Generative Convolutional Network. WISE (2) 2018: 301-311 - 2017
- [c2]Shuai Zhang, Lina Yao, Xiwei Xu, Sen Wang, Liming Zhu:
Hybrid Collaborative Recommendation via Semi-AutoEncoder. ICONIP (1) 2017: 185-193 - [c1]Shuai Zhang, Lina Yao, Xiwei Xu:
AutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders. SIGIR 2017: 957-960
Reference Works
- 2022
- [r1]Shuai Zhang, Yi Tay, Lina Yao, Aixin Sun, Ce Zhang:
Deep Learning for Recommender Systems. Recommender Systems Handbook 2022: 173-210
Informal and Other Publications
- 2024
- [i27]Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li:
CaMML: Context-Aware Multimodal Learner for Large Models. CoRR abs/2401.03149 (2024) - [i26]Chengkai Huang, Tong Yu, Kaige Xie, Shuai Zhang, Lina Yao, Julian J. McAuley:
Foundation Models for Recommender Systems: A Survey and New Perspectives. CoRR abs/2402.11143 (2024) - 2023
- [i25]Zhengxin Fang, Yi Yuan, Jingyu Zhang, Yue Liu, Yuechen Mu, Qinghua Lu, Xiwei Xu, Jeff Wang, Chen Wang, Shuai Zhang, Shiping Chen:
MLOps Spanning Whole Machine Learning Life Cycle: A Survey. CoRR abs/2304.07296 (2023) - [i24]Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cédric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso:
Co-design Hardware and Algorithm for Vector Search. CoRR abs/2306.11182 (2023) - 2022
- [i23]Susie Xi Rao, Clémence Lanfranchi, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang:
Modelling graph dynamics in fraud detection with "Attention". CoRR abs/2204.10614 (2022) - [i22]Alfonso Amayuelas, Shuai Zhang, Susie Xi Rao, Ce Zhang:
Neural Methods for Logical Reasoning Over Knowledge Graphs. CoRR abs/2209.14464 (2022) - 2021
- [i21]Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu:
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. CoRR abs/2102.08597 (2021) - [i20]Shuai Zhang, Yi Tay, Wenqi Jiang, Da-Cheng Juan, Ce Zhang:
Switch Spaces: Learning Product Spaces with Sparse Gating. CoRR abs/2102.08688 (2021) - 2020
- [i19]Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso:
MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions. CoRR abs/2010.05894 (2020) - [i18]Shuai Zhang, Huoyu Liu, Aston Zhang, Yue Hu, Ce Zhang, Yumeng Li, Tanchao Zhu, Shaojian He, Wenwu Ou:
Learning User Representations with Hypercuboids for Recommender Systems. CoRR abs/2011.05742 (2020) - [i17]Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang:
xFraud: Explainable Fraud Transaction Detection on Heterogeneous Graphs. CoRR abs/2011.12193 (2020) - [i16]Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang:
Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks. CoRR abs/2012.10831 (2020) - 2019
- [i15]Shuai Zhang, Yi Tay, Lina Yao, Qi Liu:
Quaternion Knowledge Graph Embedding. CoRR abs/1904.10281 (2019) - [i14]Shuai Zhang, Yi Tay, Lina Yao, Bin Wu, Aixin Sun:
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation. CoRR abs/1905.10536 (2019) - [i13]Shuai Zhang, Lina Yao, Lucas Vinh Tran, Aston Zhang, Yi Tay:
Quaternion Collaborative Filtering for Recommendation. CoRR abs/1906.02594 (2019) - [i12]Yi Tay, Aston Zhang, Luu Anh Tuan, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui:
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks. CoRR abs/1906.04393 (2019) - 2018
- [i11]Shuai Zhang, Lina Yao, Chaoran Huang, Xiwei Xu, Liming Zhu:
Position and Distance: Recommendation beyond Matrix Factorization. CoRR abs/1802.04606 (2018) - [i10]Xiang Zhang, Lina Yao, Shuai Zhang, Salil S. Kanhere, Quan Z. Sheng, Yunhao Liu:
Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity. CoRR abs/1805.00789 (2018) - [i9]Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong:
NeuRec: On Nonlinear Transformation for Personalized Ranking. CoRR abs/1805.03002 (2018) - [i8]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang:
GrCAN: Gradient Boost Convolutional Autoencoder with Neural Decision Forest. CoRR abs/1806.08079 (2018) - [i7]Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Manqing Dong:
Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships. CoRR abs/1808.01092 (2018) - [i6]Shuai Zhang, Yi Tay, Lina Yao, Aixin Sun:
Next Item Recommendation with Self-Attention. CoRR abs/1808.06414 (2018) - [i5]Tran Dang Quang Vinh, Yi Tay, Shuai Zhang, Gao Cong, Xiao-Li Li:
Hyperbolic Recommender Systems. CoRR abs/1809.01703 (2018) - 2017
- [i4]Shuai Zhang, Lina Yao:
Dynamic Intention-Aware Recommendation System. CoRR abs/1703.03112 (2017) - [i3]Shuai Zhang, Lina Yao, Xiwei Xu:
AutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders. CoRR abs/1704.00551 (2017) - [i2]Shuai Zhang, Lina Yao, Xiwei Xu, Sen Wang, Liming Zhu:
Hybrid Collaborative Recommendation via Semi-AutoEncoder. CoRR abs/1706.04453 (2017) - [i1]Shuai Zhang, Lina Yao, Aixin Sun:
Deep Learning based Recommender System: A Survey and New Perspectives. CoRR abs/1707.07435 (2017)
Coauthor Index
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