| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... Transactions on machine learning research, 2023 | 2213 | 2023 |
| Parallel spectral clustering in distributed systems WY Chen, Y Song, H Bai, CJ Lin, EY Chang IEEE transactions on pattern analysis and machine intelligence 33 (3), 568-586, 2010 | 952* | 2010 |
| Metagan: An adversarial approach to few-shot learning R Zhang, T Che, Z Ghahramani, Y Bengio, Y Song Advances in neural information processing systems 31, 2018 | 751 | 2018 |
| Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks H Zhao, Q Yao, J Li, Y Song, DL Lee KDD, 2017 | 717 | 2017 |
| Large-scale hierarchical text classification with recursively regularized deep graph-cnn H Peng, J Li, Y He, Y Liu, M Bao, L Wang, Y Song, Q Yang Proceedings of the 2018 world wide web conference, 1063-1072, 2018 | 592 | 2018 |
| Textflow: Towards better understanding of evolving topics in text W Cui, S Liu, L Tan, C Shi, Y Song, Z Gao, H Qu, X Tong IEEE transactions on visualization and computer graphics 17 (12), 2412-2421, 2011 | 541 | 2011 |
| Multi-step jailbreaking privacy attacks on chatgpt H Li, D Guo, W Fan, M Xu, J Huang, F Meng, Y Song arXiv preprint arXiv:2304.05197, 2023 | 503 | 2023 |
| Multilingual and multi-aspect hate speech analysis N Ousidhoum, Z Lin, H Zhang, Y Song, DY Yeung arXiv preprint arXiv:1908.11049, 2019 | 431 | 2019 |
| Localized content-based image retrieval using semi-supervised multiple instance learning D Zhang, Z Shi, Y Song, C Zhang Asian Conference on Computer Vision, 180-188, 2007 | 358 | 2007 |
| Maximum-likelihood augmented discrete generative adversarial networks T Che, Y Li, R Zhang, RD Hjelm, W Li, Y Song, Y Bengio arXiv preprint arXiv:1702.07983, 2017 | 345 | 2017 |
| KBQA: learning question answering over QA corpora and knowledge bases W Cui, Y Xiao, H Wang, Y Song, S Hwang, W Wang arXiv preprint arXiv:1903.02419, 2019 | 343 | 2019 |
| Hindroid: An intelligent android malware detection system based on structured heterogeneous information network S Hou, Y Ye, Y Song, M Abdulhayoglu Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017 | 331 | 2017 |
| Tiara: a visual exploratory text analytic system F Wei, S Liu, Y Song, S Pan, MX Zhou, W Qian, L Shi, L Tan, Q Zhang Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 331 | 2010 |
| Understanding hidden memories of recurrent neural networks Y Ming, S Cao, R Zhang, Z Li, Y Chen, Y Song, H Qu 2017 IEEE conference on visual analytics science and technology (VAST), 13-24, 2017 | 318 | 2017 |
| Scalable multiplex network embedding. H Zhang, L Qiu, L Yi, Y Song IJCAI 18, 3082-3088, 2018 | 299 | 2018 |
| Short text conceptualization using a probabilistic knowledgebase Y Song, H Wang, Z Wang, H Li, W Chen Proceedings of the twenty-second international joint conference on …, 2011 | 292 | 2011 |
| Semi-supervised multi-label learning by solving a sylvester equation G Chen, Y Song, F Wang, C Zhang Proceedings of the 2008 SIAM international conference on data mining, 410-419, 2008 | 251 | 2008 |
| Automatic taxonomy construction from keywords via scalable bayesian rose trees Y Song, S Liu, X Liu, H Wang IEEE Transactions on Knowledge and Data Engineering 27 (7), 1861-1874, 2015 | 250* | 2015 |
| Tiara: Interactive, topic-based visual text summarization and analysis S Liu, MX Zhou, S Pan, Y Song, W Qian, W Cai, X Lian ACM Transactions on Intelligent Systems and Technology (TIST) 3 (2), 1-28, 2012 | 240 | 2012 |
| A unified framework for semi-supervised dimensionality reduction Y Song, F Nie, C Zhang, S Xiang Pattern recognition 41 (9), 2789-2799, 2008 | 220 | 2008 |
Hongming ZhangResearch Scientist, FAIRVerified email at meta.com
