Dive into Deep Learning A Zhang, ZC Lipton, M Li, AJ Smola
Cambridge University Press, 2023
1418 2023 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
723 2017 Is ChatGPT a General-Purpose Natural Language Processing Task Solver? C Qin, A Zhang, Z Zhang, J Chen, M Yasunaga, D Yang
EMNLP, 2023
589 2023 Automatic Chain of Thought Prompting in Large Language Models Z Zhang, A Zhang, M Li, A Smola
ICLR, 2023
588 2023 Multimodal Chain-of-Thought Reasoning in Language Models Z Zhang, A Zhang, M Li, H Zhao, G Karypis, A Smola
TMLR, 2023
286 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
245 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
224 2020 A unified lottery ticket hypothesis for graph neural networks T Chen, Y Sui, X Chen, A Zhang, Z Wang
ICML, 1695-1706, 2021
175 2021 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
162 2018 Dive into deep learning. 2020 A Zhang, ZC Lipton, M Li, AJ Smola
arXiv preprint arXiv:2106.11342, 2020
160 2020 AIM: Adapting Image Models for Efficient Video Understanding T Yang, Y Zhu, Y Xie, A Zhang, C Chen, M Li
ICLR, 2023
146 * 2023 The Llama 3 Herd of Models A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ...
arXiv preprint arXiv:2407.21783, 2024
124 2024 Free for All! Assessing User Data Exposure to Advertising Libraries on Android. S Demetriou, W Merrill, W Yang, A Zhang, CA Gunter
NDSS, 2016
117 2016 Introducing meta llama 3: The most capable openly available llm to date AI Meta
Meta AI, 2024
116 2024 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
112 2019 ControlVAE: Controllable Variational Autoencoder H Shao, S Yao, D Sun, A Zhang, S Liu, D Liu, J Wang, T Abdelzaher
ICML, 2020
106 2020 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
96 * 2021 Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with A Zhang, Y Tay, S Zhang, A Chan, AT Luu, SC Hui, J Fu
ICLR (Outstanding Paper Award), 2021
87 2021 CoCon: A Self-Supervised Approach for Controlled Text Generation A Chan, YS Ong, B Pung, A Zhang, J Fu
ICLR, 2020
87 2020 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
78 2023 