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 | 971 | 2013 |
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 | 391 | 2018 |
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 | 275 | 2015 |
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 | 196 | 2016 |
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 | 166 | 2014 |
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 | 106 | 2023 |
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 | 104 | 2016 |
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 | 101 | 2013 |
Gaussian mixture model with local consistency J Liu, D Cai, X He Twenty-Fourth Conference on Artificial Intelligence (AAAI’10), 2010 | 93 | 2010 |
Spectral Clustering. J Liu, J Han Data Clustering: Algorithms and Applications, 177-200, 2013 | 86* | 2013 |
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 | 74 | 2023 |
Image Retrieval based on Bag-of-Words model J Liu arXiv preprint arXiv:1304.5168, 2013 | 67 | 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 | 62 | 2020 |
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 | 56 | 2015 |
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 | 55 | 2017 |
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 | 37 | 2013 |
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 | 36 | 2013 |
Multi-head or Single-head? An Empirical Comparison for Transformer Training L Liu, J Liu, J Han arXiv preprint arXiv:2106.09650, 2021 | 34 | 2021 |
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 | 32 | 2013 |
Representing Documents via Latent Keyphrase Inference J Liu, X Ren, J Shang, T Cassidy, CR Voss, J Han Proceedings of the 25th International Conference on World Wide Web, 1057-1067, 2016 | 29 | 2016 |