دنبال کردن
Shuxin Zheng
Shuxin Zheng
Deputy Director, Zhongguancun Institute of Artificial Intelligence
ایمیل تأیید شده در zgci.ai - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Do Transformers Really Perform Badly for Graph Representation?‏
C Ying, T Cai, S Luo, S Zheng, G Ke, D He, Y Shen, TY Liu‏
Thirty-Fifth Conference on Neural Information Processing Systems (NIPS), 2021, 2021‏
14432021
On layer normalization in the transformer architecture‏
R Xiong, Y Yang, D He, K Zheng, S Zheng, C Xing, H Zhang, Y Lan, ...‏
Proceedings of the 37th International Conference on Machine Learning, 2020, 2020‏
11212020
Asynchronous stochastic gradient descent with delay compensation‏
S Zheng, Q Meng, T Wang, W Chen, N Yu, ZM Ma, TY Liu‏
Proceedings of the 34th International Conference on Machine Learning, PMLR …, 2017‏
3802017
Invertible Image Rescaling‏
M Xiao, S Zheng, C Liu, Y Wang, D He, G Ke, J Bian, Z Lin, TY Liu‏
European Conference on Computer Vision (ECCV) 2020, 126-144, 2020‏
2792020
Cross-Iteration Batch Normalization‏
Z Yao, Y Cao, S Zheng, G Huang, S Lin‏
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021, 2020‏
1432020
One transformer can understand both 2d & 3d molecular data‏
S Luo, T Chen, Y Xu, S Zheng, TY Liu, L Wang, D He‏
The Eleventh International Conference on Learning Representations, 2022‏
1042022
Deep learning for prediction of the air quality response to emission changes‏
J Xing, S Zheng, D Ding, JT Kelly, S Wang, S Li, T Qin, M Ma, Z Dong, ...‏
Environmental science & technology 54 (14), 8589-8600, 2020‏
952020
Predicting equilibrium distributions for molecular systems with deep learning‏
S Zheng, J He, C Liu, Y Shi, Z Lu, W Feng, F Ju, J Wang, J Zhu, Y Min, ...‏
Nature Machine Intelligence, 1-10, 2024‏
86*2024
Benchmarking graphormer on large-scale molecular modeling datasets‏
Y Shi, S Zheng, G Ke, Y Shen, J You, J He, S Luo, C Liu, D He, TY Liu‏
arXiv preprint arXiv:2203.04810, 2022‏
712022
How could Neural Networks understand Programs?‏
D Peng, S Zheng, Y Li, G Ke, D He, TY Liu‏
Proceedings of International Conference on Machine Learning (ICML), 2021 …, 2021‏
692021
Your transformer may not be as powerful as you expect‏
S Luo, S Li, S Zheng, TY Liu, L Wang, D He‏
Advances in Neural Information Processing Systems 35, 4301-4315, 2022‏
522022
Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding‏
S Luo, S Li, T Cai, D He, D Peng, S Zheng, G Ke, L Wang, TY Liu‏
Advances in Neural Information Processing Systems, 2021 (NeurIPS 2021), 2021‏
522021
Molecule generation for target protein binding with structural motifs‏
Z Zhang, Y Min, S Zheng, Q Liu‏
The Eleventh International Conference on Learning Representations, 2023‏
482023
The impact of large language models on scientific discovery: a preliminary study using gpt-4‏
MR AI4Science, MA Quantum‏
arXiv preprint arXiv:2311.07361, 2023‏
382023
-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space‏
Q Meng, S Zheng, H Zhang, W Chen, Q Ye, ZM Ma, TY Liu‏
Proceedings of the 7th International Conference on Learning Representations …, 2018‏
362018
Invertible rescaling network and its extensions‏
M Xiao, S Zheng, C Liu, Z Lin, TY Liu‏
International Journal of Computer Vision 131 (1), 134-159, 2023‏
292023
Quantized training of gradient boosting decision trees‏
Y Shi, G Ke, Z Chen, S Zheng, TY Liu‏
Advances in neural information processing systems 35, 18822-18833, 2022‏
272022
Modeling Lost Information in Lossy Image Compression‏
Y Wang, M Xiao, C Liu, S Zheng, TY Liu‏
arXiv preprint arXiv:2006.11999, 2020‏
272020
Capacity control of relu neural networks by basis-path norm‏
S Zheng, Q Meng, H Zhang, W Chen, N Yu, TY Liu‏
Proceedings of the 33rd AAAI Conference on Artificial Intelligence, 2019, 2018‏
262018
Mimicking atmospheric photochemical modeling with a deep neural network‏
J Xing, S Zheng, S Li, L Huang, X Wang, JT Kelly, S Wang, C Liu, C Jang, ...‏
Atmospheric research 265, 105919, 2022‏
182022
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مقاله‌ها 1–20