| Dive into Deep Learning A Zhang, ZC Lipton, M Li, AJ Smola Cambridge University Press, 2023 | 1579 | 2023 |
| The Llama 3 Herd of Models A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ... (Core Contributor), 2024 | 1318 | 2024 |
| Deepsense: A unified deep learning framework for time-series mobile sensing data processing S Yao, S Hu, Y Zhao, A Zhang, T Abdelzaher WWW, 351-360, 2017 | 754 | 2017 |
| Automatic Chain of Thought Prompting in Large Language Models Z Zhang, A Zhang, M Li, A Smola ICLR, 2023 | 739 | 2023 |
| Is ChatGPT a General-Purpose Natural Language Processing Task Solver? C Qin, A Zhang, Z Zhang, J Chen, M Yasunaga, D Yang EMNLP, 2023 | 683 | 2023 |
| Multimodal Chain-of-Thought Reasoning in Language Models Z Zhang, A Zhang, M Li, H Zhao, G Karypis, A Smola TMLR, 2023 | 355 | 2023 |
| DeepIoT: Compressing deep neural network structures for sensing systems with a compressor-critic framework S Yao, Y Zhao, A Zhang, L Su, T Abdelzaher ACM Sensys (Best Paper Award Nomination), 1-14, 2017 | 260 | 2017 |
| GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing. J Guo, H He, T He, L Lausen, M Li, H Lin, X Shi, C Wang, J Xie, S Zha, ... Journal of Machine Learning Research 21 (23), 1-7, 2020 | 237 | 2020 |
| Introducing meta llama 3: The most capable openly available llm to date AI Meta Meta AI, 2024 | 214 | 2024 |
| A unified lottery ticket hypothesis for graph neural networks T Chen, Y Sui, X Chen, A Zhang, Z Wang ICML, 1695-1706, 2021 | 194 | 2021 |
| AIM: Adapting Image Models for Efficient Video Understanding T Yang, Y Zhu, Y Xie, A Zhang, C Chen, M Li ICLR, 2023 | 182* | 2023 |
| Deep learning for the internet of things S Yao, Y Zhao, A Zhang, S Hu, H Shao, C Zhang, L Su, T Abdelzaher IEEE Computer 51 (5), 32-41, 2018 | 166 | 2018 |
| Dive into deep learning. 2020 A Zhang, ZC Lipton, M Li, AJ Smola arXiv preprint arXiv:2106.11342, 2020 | 164 | 2020 |
| Free for all! assessing user data exposure to advertising libraries on android. S Demetriou, W Merrill, W Yang, A Zhang, CA Gunter NDSS, 2016 | 120 | 2016 |
| ControlVAE: Controllable Variational Autoencoder H Shao, S Yao, D Sun, A Zhang, S Liu, D Liu, J Wang, T Abdelzaher ICML, 2020 | 118 | 2020 |
| Simple and effective curriculum pointer-generator networks for reading comprehension over long narratives Y Tay, S Wang, LA Tuan, J Fu, MC Phan, X Yuan, J Rao, SC Hui, A Zhang ACL, 2019 | 117 | 2019 |
| G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators Y Long, B Wang, Z Yang, B Kailkhura, A Zhang, C Gunter, B Li NeurIPS 34, 2965-2977, 2021 | 104* | 2021 |
| Mixgen: A new multi-modal data augmentation X Hao, Y Zhu, S Appalaraju, A Zhang, W Zhang, B Li, M Li Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023 | 95 | 2023 |
| Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with Parameters A Zhang, Y Tay, S Zhang, A Chan, AT Luu, SC Hui, J Fu ICLR (Outstanding Paper Award), 2021 | 95 | 2021 |
| CoCon: A Self-Supervised Approach for Controlled Text Generation A Chan, YS Ong, B Pung, A Zhang, J Fu ICLR, 2020 | 90 | 2020 |
