Author

Honglei Huang

Google Research - Cited by 1,554 - Data Mining - Machine Learning

Biography

Dr Honglei Huang is now working as a senior scientist at the Targeted Discovery Institute, Nuffield Department of Medicine, University of Oxford.  He earned his PhD at Chinese Academy of Preventive Medicine, Beijing, China. He then moved to United Kingdom and started his scientific career.  He interested in metabolomics, proteomics and glycobiology and applied all those tools to study cancer cell signalling, cancer metabolome/proteome changes, infectious disease molecular markers and pathogen-host interaction mechanisms. 
Title
Cited by
Year
Influence Maximization in Dynamic Social Networks
H Zhuang, Y Sun, J Tang, J Zhang, X Sun2013 IEEE 13th International Conference on Data Mining (ICDM), 2013201
189
2013
Geoburst: Real-time local event detection in geo-tagged tweet streams
C Zhang, G Zhou, Q Yuan, H Zhuang, Y Zheng, L Kaplan, S Wang, J HanProceedings of the 39th International ACM SIGIR conference on Research and …, 2016201
175
2016
TrioVecEvent: Embedding-based online local event detection in geo-tagged tweet streams
C Zhang, L Liu, D Lei, Q Yuan, H Zhuang, T Hanratty, J HanProceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017201
137
2017
Spherical text embedding
Y Meng, J Huang, G Wang, C Zhang, H Zhuang, L Kaplan, J HanAdvances in neural information processing systems 32, 2019201
107
2019
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
V Aribandi, Y Tay, T Schuster, J Rao, HS Zheng, SV Mehta, H Zhuang, ...International Conference on Learning Representations (ICLR), 2022202
105
2022
Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
Z Qin, L Yan, H Zhuang, Y Tay, RK Pasumarthi, X Wang, M Bendersky, ...International Conference on Learning Representations (ICLR) (2021), 2021202
70
2021
GeoBurst+ effective and real-time local event detection in geo-tagged tweet streams
C Zhang, D Lei, Q Yuan, H Zhuang, L Kaplan, S Wang, J HanACM Transactions on Intelligent Systems and Technology (TIST) 9 (3), 1-24, 2018201
59
2018
Role-aware conformity modeling and analysis in social networks
J Zhang, J Tang, H Zhuang, C Leung, J LiProceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014201
36
2014
Multi-Dimensional, Phrase-Based Summarization in Text Cubes
F Tao, H Zhuang, CW Yu, Q Wang, T Cassidy, LM Kaplan, CR Voss, ...IEEE Data Eng. Bull. 39 (3), 74-84, 2016201
34
2016
Debiasing crowdsourced batches
H Zhuang, A Parameswaran, D Roth, J HanProceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015201
33
2015
Interpretable Ranking with Generalized Additive Models
H Zhuang, X Wang, M Bendersky, A Grushetsky, Y Wu, P Mitrichev, ...Proceedings of the 14th ACM International Conference on Web Search and Data …, 202132202
32
2021
Leveraging in-batch annotation bias for crowdsourced active learning
H Zhuang, J YoungProceedings of the Eighth ACM International Conference on Web Search and …, 2015201
30
2015
Mining query-based subnetwork outliers in heterogeneous information networks
H Zhuang, J Zhang, G Brova, J Tang, H Cam, X Yan, J Han2014 IEEE International Conference on Data Mining, 1127-1132, 2014201
30
2014
PReP: Path-based relevance from a probabilistic perspective in heterogeneous information networks
Y Shi, PW Chan, H Zhuang, H Gui, J HanProceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017201
30
2017
Identifying semantically deviating outlier documents
H Zhuang, C Wang, F Tao, L Kaplan, J HanProceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017201
25
2017
Query-based outlier detection in heterogeneous information networks
J Kuck, H Zhuang, X Yan, H Cam, J HanAdvances in database technology: proceedings. International Conference on …, 2015201
24
2015
Inferring geographic coincidence in ephemeral social networks
H Zhuang, A Chin, S Wu, W Wang, X Wang, J TangJoint European Conference on Machine Learning and Knowledge Discovery in …, 20101
22
2012
Identifying outlier arms in multi-armed bandit
H Zhuang, C Wang, Y WangAdvances in Neural Information Processing Systems 30, 2017201
21
2017
Feature transformation for neural ranking models
H Zhuang, X Wang, M Bendersky, M NajorkProceedings of the 43rd international ACM SIGIR conference on research and …,
20
2020
Joint aspect-sentiment analysis with minimal user guidance
H Zhuang, F Guo, C Zhang, L Liu, J HanProceedings of the 43rd international ACM SIGIR conference on research and …, 2020202
19
2020

Referred From: https://scholar.google.com/citations?user=FxEDj4wAAAAJ&hl=en

Cited by
Citations 1554
h-index 20
i10-index 27
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