| Learning with Local and Global Consistency. D Zhou, O Bousquet, TN Lal, J Weston, B Schölkopf Advances in neural information processing systems (NIPS) 16, 321-328, 2003 | 5040 | 2003 |
| Recommender systems with social regularization H Ma, D Zhou, C Liu, MR Lyu, I King Proceedings of the fourth ACM international conference on Web search and …, 2011 | 1908 | 2011 |
| Learning with hypergraphs: Clustering, classification, and embedding D Zhou, J Huang, B Schölkopf Advances in neural information processing systems (NIPS) 19, 1601, 2007 | 1375 | 2007 |
| Ranking on data manifolds. D Zhou, J Weston, A Gretton, O Bousquet, B Schölkopf Advances in neural information processing systems (NIPS) 16, 169-176, 2003 | 940 | 2003 |
| PaLM: Scaling language modeling with pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... arXiv preprint arXiv:2204.02311, 2022 | 846 | 2022 |
| Semi-supervised graph-based hyperspectral image classification G Camps-Valls, TVB Marsheva, D Zhou IEEE transactions on Geoscience and Remote Sensing 45 (10), 3044-3054, 2007 | 718 | 2007 |
| Chain of thought prompting elicits reasoning in large language models J Wei, X Wang, D Schuurmans, M Bosma, E Chi, Q Le, D Zhou Advances in Neural Information Processing Systems (NeurIPS), 2022 | 701* | 2022 |
| Spectral clustering and transductive learning with multiple views D Zhou, CJC Burges Proceedings of the 24th international conference on Machine learning (ICML …, 2007 | 540 | 2007 |
| Learning from labeled and unlabeled data on a directed graph D Zhou, J Huang, B Schölkopf Proceedings of the 22nd international conference on Machine learning (ICML …, 2005 | 529 | 2005 |
| Mobilebert: a compact task-agnostic bert for resource-limited devices Z Sun, H Yu, X Song, R Liu, Y Yang, D Zhou arXiv preprint arXiv:2004.02984, 2020 | 489 | 2020 |
| Evolutionary spectral clustering by incorporating temporal smoothness Y Chi, X Song, D Zhou, K Hino, BL Tseng Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007 | 486 | 2007 |
| Query suggestion using hitting time Q Mei, D Zhou, K Church Proceedings of the 17th ACM conference on Information and knowledge …, 2008 | 459 | 2008 |
| Learning from the Wisdom of Crowds by Minimax Entropy. D Zhou, JC Platt, S Basu, Y Mao Advances in Neural Information Processing Systems (NIPS), 2204-2212, 2012 | 402 | 2012 |
| Neuro-symbolic program synthesis E Parisotto, A Mohamed, R Singh, L Li, D Zhou, P Kohli arXiv preprint arXiv:1611.01855, 2016 | 335 | 2016 |
| Semi-supervised protein classification using cluster kernels J Weston, D Zhou, A Elisseeff, W Noble, C Leslie Advances in neural information processing systems 16, 2003 | 326 | 2003 |
| A regularization framework for learning from graph data D Zhou, B Schölkopf ICML Workshop on Statistical Relational Learning and Its Connections to …, 2004 | 289 | 2004 |
| Emergent abilities of large language models J Wei, Y Tay, R Bommasani, C Raffel, B Zoph, S Borgeaud, D Yogatama, ... Transactions on Machine Learning Research (TMLR), 2022 | 286* | 2022 |
| Breaking the curse of horizon: Infinite-horizon off-policy estimation Q Liu, L Li, Z Tang, D Zhou Advances in Neural Information Processing Systems 31, 2018 | 283 | 2018 |
| Semi-supervised Learning on Directed Graphs. D Zhou, B Schölkopf, T Hofmann Advances in neural information processing systems (NIPS) 17, 1633-1640, 2004 | 281 | 2004 |
| Spectral methods meet EM: A provably optimal algorithm for crowdsourcing Y Zhang, X Chen, D Zhou, MI Jordan Advances in neural information processing systems 27, 2014 | 265 | 2014 |
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH ZürichVerified email at tuebingen.mpg.de
