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Jialu Liu
Jialu Liu
Google Research
Adresse e-mail validée de illinois.edu - Page d'accueil
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Multi-view clustering via joint nonnegative matrix factorization
J Liu, C Wang, J Gao, J Han
Proceedings of the 2013 SIAM International Conference on Data Mining, 252-260, 2013
10352013
Automated phrase mining from massive text corpora
J Shang, J Liu, M Jiang, X Ren, CR Voss, J Han
IEEE Transactions on Knowledge and Data Engineering 30 (10), 1825-1837, 2018
4012018
Mining Quality Phrases from Massive Text Corpora
J Liu, J Shang, C Wang, X Ren, J Han
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
2782015
Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks
J Shang, M Qu, J Liu, LM Kaplan, J Han, J Peng
arXiv preprint arXiv:1610.09769, 2016
2072016
ClusCite: effective citation recommendation by information network-based clustering
X Ren, J Liu, X Yu, U Khandelwal, Q Gu, L Wang, J Han
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1702014
Large language models are effective text rankers with pairwise ranking prompting
Z Qin, R Jagerman, K Hui, H Zhuang, J Wu, J Shen, T Liu, J Liu, D Metzler, ...
arXiv preprint arXiv:2306.17563, 2023
1662023
Statistical rejection sampling improves preference optimization
T Liu, Y Zhao, R Joshi, M Khalman, M Saleh, PJ Liu, J Liu
arXiv preprint arXiv:2309.06657, 2023
1442023
Large-scale embedding learning in heterogeneous event data
H Gui, J Liu, F Tao, M Jiang, B Norick, J Han
2016 IEEE 16th International Conference on Data Mining (ICDM), 907-912, 2016
1092016
Large-scale spectral clustering on graphs
J Liu, C Wang, M Danilevsky, J Han
Proceedings of the Twenty-Third international joint conference on Artificial …, 2013
1062013
Gaussian mixture model with local consistency
J Liu, D Cai, X He
Twenty-Fourth Conference on Artificial Intelligence (AAAI’10), 2010
1012010
Spectral Clustering.
J Liu, J Han
Data Clustering: Algorithms and Applications, 177-200, 2013
97*2013
Generating Representative Headlines for News Stories
X Gu, Y Mao, J Han, J Liu, Y Wu, C Yu, D Finnie, H Yu, J Zhai, N Zukoski
Proceedings of The Web Conference 2020, 1773-1784, 2020
732020
Image Retrieval based on Bag-of-Words model
J Liu
arXiv preprint arXiv:1304.5168, 2013
672013
Embedding Learning with Events in Heterogeneous Information Networks
H Gui, J Liu, F Tao, M Jiang, B Norick, L Kaplan, J Han
IEEE Transactions on Knowledge and Data Engineering 29 (11), 2428-2441, 2017
592017
Constructing topical hierarchies in heterogeneous information networks
C Wang, J Liu, N Desai, M Danilevsky, J Han
Knowledge and Information Systems 44 (3), 529-558, 2015
582015
Multi-head or Single-head? An Empirical Comparison for Transformer Training
L Liu, J Liu, J Han
arXiv preprint arXiv:2106.09650, 2021
432021
Selective sampling on graphs for classification
Q Gu, C Aggarwal, J Liu, J Han
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
392013
EventCube: multi-dimensional search and mining of structured and text data
F Tao, KH Lei, J Han, CX Zhai, X Cheng, M Danilevsky, N Desai, B Ding, ...
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
372013
Ranking-based name matching for author disambiguation in bibliographic data
J Liu, KH Lei, JY Liu, C Wang, J Han
Proceedings of the 2013 KDD Cup 2013 Workshop, 1-8, 2013
322013
Knowledge exploration using tables on the web
F Chirigati, J Liu, F Korn, YW Wu, C Yu, H Zhang
Proceedings of the VLDB Endowment 10 (3), 193-204, 2016
292016
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