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Hongzhi Yin
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Publications
- 2023
- [j82]Ruiqi Zheng, Liang Qu, Bin Cui, Yuhui Shi, Hongzhi Yin:
AutoML for Deep Recommender Systems: A Survey. ACM Trans. Inf. Syst. 41(4): 101:1-101:38 (2023) - [i110]Jie Liu, Mengting He, Xuequn Shang, Jieming Shi, Bin Cui, Hongzhi Yin:
BOURNE: Bootstrapped Self-supervised Learning Framework for Unified Graph Anomaly Detection. CoRR abs/2307.15244 (2023) - [i103]Xinyi Gao, Wentao Zhang, Junliang Yu, Yingxia Shao, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin:
Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation. CoRR abs/2310.10998 (2023) - [i96]Zongwei Wang, Junliang Yu, Min Gao, Hongzhi Yin, Bin Cui, Shazia W. Sadiq:
Poisoning Attacks Against Contrastive Recommender Systems. CoRR abs/2311.18244 (2023) - [i95]Hongzhi Yin, Tong Chen, Liang Qu, Bin Cui:
On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm. CoRR abs/2312.10864 (2023) - 2022
- [j77]Shitao Xiao, Yingxia Shao, Yawen Li, Hongzhi Yin, Yanyan Shen, Bin Cui:
LECF: recommendation via learnable edge collaborative filtering. Sci. China Inf. Sci. 65(1) (2022) - [i87]Ruiqi Zheng, Liang Qu, Bin Cui, Yuhui Shi, Hongzhi Yin:
AutoML for Deep Recommender Systems: A Survey. CoRR abs/2203.13922 (2022) - [i62]Xinyi Gao, Wentao Zhang, Yingxia Shao, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin:
Efficient Graph Neural Network Inference at Large Scale. CoRR abs/2211.00495 (2022) - 2020
- [c87]Lei Guo, Hongzhi Yin, Qinyong Wang, Bin Cui, Zi Huang, Lizhen Cui:
Group Recommendation with Latent Voting Mechanism. ICDE 2020: 121-132 - 2018
- [r1]Hongzhi Yin, Bin Cui, Xiaofang Zhou:
Spatiotemporal Recommendation in Geo-Social Networks. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - 2016
- [b1]Hongzhi Yin, Bin Cui:
Spatio-Temporal Recommendation in Social Media. Springer Briefs in Computer Science, Springer 2016, ISBN 978-981-10-0747-7, pp. 1-114 - [j8]Hongzhi Yin, Xiaofang Zhou, Bin Cui, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung:
Adapting to User Interest Drift for POI Recommendation. IEEE Trans. Knowl. Data Eng. 28(10): 2566-2581 (2016) - [j7]Hongzhi Yin, Bin Cui, Xiaofang Zhou, Weiqing Wang, Zi Huang, Shazia W. Sadiq:
Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation. ACM Trans. Inf. Syst. 35(2): 11:1-11:44 (2016) - [j6]Yiran Xie, Hongzhi Yin, Bin Cui, Junjie Yao, Quanqing Xu:
Distinguishing re-sharing behaviors from re-creating behaviors in information diffusion. World Wide Web 19(6): 1203-1230 (2016) - [c15]Hongzhi Yin, Bin Cui, Hua Lu, Lei Zhao:
Expert team finding for review assignment. TAAI 2016 - 2015
- [j5]Hongzhi Yin, Bin Cui, Ling Chen, Zhiting Hu, Chengqi Zhang:
Modeling Location-Based User Rating Profiles for Personalized Recommendation. ACM Trans. Knowl. Discov. Data 9(3): 19:1-19:41 (2015) - [j4]Hongzhi Yin, Bin Cui, Ling Chen, Zhiting Hu, Xiaofang Zhou:
Dynamic User Modeling in Social Media Systems. ACM Trans. Inf. Syst. 33(3): 10:1-10:44 (2015) - [c9]Yiran Xie, Hongzhi Yin, Bin Cui, Junjie Yao, Quanqing Xu:
Distinguishing re-sharing behaviors from re-creating behaviors in information diffusion. ICDE Workshops 2015: 174-181 - [c7]Hongzhi Yin, Bin Cui, Zi Huang, Weiqing Wang, Xian Wu, Xiaofang Zhou:
Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation. ACM Multimedia 2015: 819-822 - 2014
- [j3]Hongzhi Yin, Bin Cui, Yizhou Sun, Zhiting Hu, Ling Chen:
LCARS: A Spatial Item Recommender System. ACM Trans. Inf. Syst. 32(3): 11:1-11:37 (2014) - [c4]Hongzhi Yin, Bin Cui, Ling Chen, Zhiting Hu, Zi Huang:
A temporal context-aware model for user behavior modeling in social media systems. SIGMOD Conference 2014: 1543-1554 - 2013
- [j2]Chen Chen, Hongzhi Yin, Junjie Yao, Bin Cui:
TeRec: A Temporal Recommender System Over Tweet Stream. Proc. VLDB Endow. 6(12): 1254-1257 (2013) - [c3]Hongzhi Yin, Bin Cui, Hua Lu, Yuxin Huang, Junjie Yao:
A unified model for stable and temporal topic detection from social media data. ICDE 2013: 661-672 - [c2]Hongzhi Yin, Yizhou Sun, Bin Cui, Zhiting Hu, Ling Chen:
LCARS: a location-content-aware recommender system. KDD 2013: 221-229 - [i2]Zhiting Hu, Chong Wang, Junjie Yao, Eric P. Xing, Hongzhi Yin, Bin Cui:
Community Specific Temporal Topic Discovery from Social Media. CoRR abs/1312.0860 (2013) - 2012
- [j1]Hongzhi Yin, Bin Cui, Jing Li, Junjie Yao, Chen Chen:
Challenging the Long Tail Recommendation. Proc. VLDB Endow. 5(9): 896-907 (2012) - [i1]Hongzhi Yin, Bin Cui, Jing Li, Junjie Yao, Chen Chen:
Challenging the Long Tail Recommendation. CoRR abs/1205.6700 (2012) - 2011
- [c1]Hongzhi Yin, Bin Cui, Yuxin Huang:
Finding a Wise Group of Experts in Social Networks. ADMA (1) 2011: 381-394
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