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NAN DU
NAN DU
AI and Machine Learning Research, Apple
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Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
Journal of Machine Learning Research 24 (240), 1-113, 2023
56392023
Finetuned language models are zero-shot learners
J Wei, M Bosma, VY Zhao, K Guu, AW Yu, B Lester, N Du, AM Dai, QV Le
arXiv preprint arXiv:2109.01652, 2021
34652021
React: Synergizing reasoning and acting in language models
S Yao, J Zhao, D Yu, N Du, I Shafran, K Narasimhan, Y Cao
arXiv preprint arXiv:2210.03629, 2022
21892022
Palm 2 technical report
R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ...
arXiv preprint arXiv:2305.10403, 2023
15712023
Recurrent marked temporal point processes: Embedding event history to vector
N Du, H Dai, R Trivedi, U Upadhyay, M Gomez-Rodriguez, L Song
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
8152016
Glam: Efficient scaling of language models with mixture-of-experts
N Du, Y Huang, AM Dai, S Tong, D Lepikhin, Y Xu, M Krikun, Y Zhou, ...
International Conference on Machine Learning, 5547-5569, 2022
6312022
Community detection in large-scale social networks
N Du, B Wu, X Pei, B Wang, L Xu
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining …, 2007
3382007
Scalable influence estimation in continuous-time diffusion networks
N Du, L Song, M Gomez Rodriguez, H Zha
Advances in neural information processing systems 26, 2013
3292013
Influence estimation and maximization in continuous-time diffusion networks
M Gomez-Rodriguez, L Song, N Du, H Zha, B Schölkopf
ACM Transactions on Information Systems (TOIS) 34 (2), 1-33, 2016
3062016
Mixture-of-experts with expert choice routing
Y Zhou, T Lei, H Liu, N Du, Y Huang, V Zhao, AM Dai, QV Le, J Laudon
Advances in Neural Information Processing Systems 35, 7103-7114, 2022
2802022
Dirichlet-hawkes processes with applications to clustering continuous-time document streams
N Du, M Farajtabar, A Ahmed, AJ Smola, L Song
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
2142015
Learning networks of heterogeneous influence
N Du, L Song, M Yuan, A Smola
Advances in neural information processing systems 25, 2012
2062012
A deep learning approach to link prediction in dynamic networks
X Li, N Du, H Li, K Li, J Gao, A Zhang
Proceedings of the 2014 SIAM international conference on data mining, 289-297, 2014
1902014
MM1: methods, analysis and insights from multimodal LLM pre-training
B McKinzie, Z Gan, JP Fauconnier, S Dodge, B Zhang, P Dufter, D Shah, ...
European Conference on Computer Vision, 304-323, 2024
1852024
Shaping social activity by incentivizing users
M Farajtabar, N Du, M Gomez Rodriguez, I Valera, H Zha, L Song
Advances in neural information processing systems 27, 2014
1822014
Toju Duke, Lucas Dixon, Kun Zhang, Quoc V
N Du, Y Huang, AM Dai, S Tong, D Lepikhin, Y Xu, M Krikun, Y Zhou, ...
Le, Yonghui Wu, Zhifeng Chen, and Claire Cui, 2021
1722021
Time-sensitive recommendation from recurrent user activities
N Du, Y Wang, N He, J Sun, L Song
Advances in neural information processing systems 28, 2015
1692015
St-moe: Designing stable and transferable sparse expert models
B Zoph, I Bello, S Kumar, N Du, Y Huang, J Dean, N Shazeer, W Fedus
arXiv preprint arXiv:2202.08906, 2022
1642022
Improved recommendation based on collaborative tagging behaviors
S Zhao, N Du, A Nauerz, X Zhang, Q Yuan, R Fu
Proceedings of the 13th international conference on Intelligent user …, 2008
1462008
Doremi: Optimizing data mixtures speeds up language model pretraining
SM Xie, H Pham, X Dong, N Du, H Liu, Y Lu, PS Liang, QV Le, T Ma, ...
Advances in Neural Information Processing Systems 36, 69798-69818, 2023
1292023
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