Lei Cheng
Publikasjoner
2025
-
Yu, Tong;
Cheng, Lei;
Khalitov, Ruslan;
Yang, Zhirong.
(2025)
A sparse and wide neural network model for DNA sequences.
Neural Networks
Vitenskapelig artikkel
-
Yu, Tong;
Cheng, Lei;
Khalitov, Ruslan;
Brandser Olsson, Erland;
Yang, Zhirong.
(2025)
Self-distillation improves self-supervised learning for DNA sequence inference.
Neural Networks
Vitenskapelig artikkel
2024
-
Cheng, Lei;
Yu, Tong;
Khalitov, Ruslan;
Yang, Zhirong.
(2024)
Self-supervised Learning for DNA sequences with circular dilated convolutional networks.
Neural Networks
Vitenskapelig artikkel
2023
-
Cheng, Lei;
Khalitov, Ruslan;
Yu, Tong;
Zhang, Jing;
Yang, Zhirong.
(2023)
Classification of long sequential data using circular dilated convolutional neural networks.
Neurocomputing
Vitenskapelig artikkel
2022
-
Yu, Tong;
Khalitov, Ruslan;
Cheng, Lei;
Yang, Zhirong.
(2022)
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention.
Computer Vision and Pattern Recognition
Vitenskapelig artikkel
-
Khalitov, Ruslan;
Yu, Tong;
Cheng, Lei;
Yang, Zhirong.
(2022)
Sparse factorization of square matrices with application to neural attention modeling.
Neural Networks
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Yu, Tong;
Cheng, Lei;
Khalitov, Ruslan;
Yang, Zhirong.
(2025)
A sparse and wide neural network model for DNA sequences.
Neural Networks
Vitenskapelig artikkel
-
Yu, Tong;
Cheng, Lei;
Khalitov, Ruslan;
Brandser Olsson, Erland;
Yang, Zhirong.
(2025)
Self-distillation improves self-supervised learning for DNA sequence inference.
Neural Networks
Vitenskapelig artikkel
-
Cheng, Lei;
Yu, Tong;
Khalitov, Ruslan;
Yang, Zhirong.
(2024)
Self-supervised Learning for DNA sequences with circular dilated convolutional networks.
Neural Networks
Vitenskapelig artikkel
-
Cheng, Lei;
Khalitov, Ruslan;
Yu, Tong;
Zhang, Jing;
Yang, Zhirong.
(2023)
Classification of long sequential data using circular dilated convolutional neural networks.
Neurocomputing
Vitenskapelig artikkel
-
Yu, Tong;
Khalitov, Ruslan;
Cheng, Lei;
Yang, Zhirong.
(2022)
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention.
Computer Vision and Pattern Recognition
Vitenskapelig artikkel
-
Khalitov, Ruslan;
Yu, Tong;
Cheng, Lei;
Yang, Zhirong.
(2022)
Sparse factorization of square matrices with application to neural attention modeling.
Neural Networks
Vitenskapelig artikkel
Formidling
2023
-
PosterKhalitov, Ruslan; Yu, Tong; Cheng, Lei; Yang, Zhirong. (2023) ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length. https://iclr.cc/Conferences/2023 The Eleventh International Conference on Learning Representations , Kigali 2023-05-01 - 2023-05-07