Dive into Deep Learning A Zhang, ZC Lipton, M Li, AJ Smola
Cambridge University Press, 2023
1271 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
669 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
446 2023 Automatic Chain of Thought Prompting in Large Language Models Z Zhang, A Zhang, M Li, A Smola
ICLR, 2023
388 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
229 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
208 2020 Multimodal Chain-of-Thought Reasoning in Language Models Z Zhang, A Zhang, M Li, H Zhao, G Karypis, A Smola
arXiv preprint arXiv:2302.00923, 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
153 2018 Dive into deep learning. 2020 A Zhang, ZC Lipton, M Li, AJ Smola
arXiv preprint arXiv:2106.11342, 2020
148 2020 A unified lottery ticket hypothesis for graph neural networks T Chen, Y Sui, X Chen, A Zhang, Z Wang
ICML, 1695-1706, 2021
142 2021 Free for All! Assessing User Data Exposure to Advertising Libraries on Android. S Demetriou, W Merrill, W Yang, A Zhang, CA Gunter
NDSS, 2016
109 2016 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
100 2019 AIM: Adapting Image Models for Efficient Video Understanding T Yang, Y Zhu, Y Xie, A Zhang, C Chen, M Li
ICLR, 2023
91 * 2023 ControlVAE: Controllable Variational Autoencoder H Shao, S Yao, D Sun, A Zhang, S Liu, D Liu, J Wang, T Abdelzaher
ICML, 2020
89 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
87 * 2021 CoCon: A Self-Supervised Approach for Controlled Text Generation A Chan, YS Ong, B Pung, A Zhang, J Fu
ICLR, 2020
77 2020 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
75 2021 Lightweight and efficient neural natural language processing with quaternion networks Y Tay, A Zhang, LA Tuan, J Rao, S Zhang, S Wang, J Fu, SC Hui
ACL, 2019
69 2019 Rdeepsense: Reliable deep mobile computing models with uncertainty estimations S Yao, Y Zhao, H Shao, A Zhang, C Zhang, S Li, T Abdelzaher
ACM Ubicomp 1 (4), 1-26, 2017
67 2017 Robustness of trust models and combinations for handling unfair ratings A Zhang, S Jiang, J Zhang, WK Ng
IFIP International Conference on Trust Management, 36-51, 2012
64 2012 