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Aston Zhang
Aston Zhang
Llama team, Meta
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Title
Cited by
Cited by
Year
Dive into Deep Learning
A Zhang, ZC Lipton, M Li, AJ Smola
Cambridge University Press, 2023
13262023
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
7022017
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
C Qin, A Zhang, Z Zhang, J Chen, M Yasunaga, D Yang
EMNLP, 2023
5372023
Automatic Chain of Thought Prompting in Large Language Models
Z Zhang, A Zhang, M Li, A Smola
ICLR, 2023
5182023
Multimodal Chain-of-Thought Reasoning in Language Models
Z Zhang, A Zhang, M Li, H Zhao, G Karypis, A Smola
TMLR, 2023
2502023
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
2372017
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
2172020
A unified lottery ticket hypothesis for graph neural networks
T Chen, Y Sui, X Chen, A Zhang, Z Wang
ICML, 1695-1706, 2021
1642021
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
1592018
Dive into deep learning. 2020
A Zhang, ZC Lipton, M Li, AJ Smola
arXiv preprint arXiv:2106.11342, 2020
1572020
AIM: Adapting Image Models for Efficient Video Understanding
T Yang, Y Zhu, Y Xie, A Zhang, C Chen, M Li
ICLR, 2023
117*2023
Free for All! Assessing User Data Exposure to Advertising Libraries on Android.
S Demetriou, W Merrill, W Yang, A Zhang, CA Gunter
NDSS, 2016
1122016
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
1092019
ControlVAE: Controllable Variational Autoencoder
H Shao, S Yao, D Sun, A Zhang, S Liu, D Liu, J Wang, T Abdelzaher
ICML, 2020
982020
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
94*2021
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
822021
CoCon: A Self-Supervised Approach for Controlled Text Generation
A Chan, YS Ong, B Pung, A Zhang, J Fu
ICLR, 2020
812020
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
732019
Text style transfer: A review and experimental evaluation
Z Hu, RKW Lee, CC Aggarwal, A Zhang
ACM SIGKDD Explorations 24 (1), 14-45, 2022
702022
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
672017
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