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  1. Employees

Språkvelger

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Ruslan Khalitov

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Ruslan Khalitov


ruslan.khalitov@ntnu.no
+4793972494 IT-bygget, Gløshaugen
Publications Outreach

Publications

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  • See all publications in Cristin

2025

  • Yu, Tong; Cheng, Lei; Khalitov, Ruslan; Yang, Zhirong. (2025) A sparse and wide neural network model for DNA sequences. Neural Networks
    Academic article
  • Yu, Tong; Cheng, Lei; Khalitov, Ruslan; Brandser Olsson, Erland; Yang, Zhirong. (2025) Self-distillation improves self-supervised learning for DNA sequence inference. Neural Networks
    Academic article
  • Khalitov, Ruslan. (2025) Beyond Transformer: Scalable Neural Attention Networks for Long Sequential Data. NTNU
    Doctoral dissertation

2024

  • Cheng, Lei; Yu, Tong; Khalitov, Ruslan; Yang, Zhirong. (2024) Self-supervised Learning for DNA sequences with circular dilated convolutional networks. Neural Networks
    Academic article

2023

  • Cheng, Lei; Khalitov, Ruslan; Yu, Tong; Zhang, Jing; Yang, Zhirong. (2023) Classification of long sequential data using circular dilated convolutional neural networks. Neurocomputing
    Academic article

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
    Academic article
  • Khalitov, Ruslan; Yu, Tong; Cheng, Lei; Yang, Zhirong. (2022) Sparse factorization of square matrices with application to neural attention modeling. Neural Networks
    Academic article

Journal publications

  • Yu, Tong; Cheng, Lei; Khalitov, Ruslan; Yang, Zhirong. (2025) A sparse and wide neural network model for DNA sequences. Neural Networks
    Academic article
  • Yu, Tong; Cheng, Lei; Khalitov, Ruslan; Brandser Olsson, Erland; Yang, Zhirong. (2025) Self-distillation improves self-supervised learning for DNA sequence inference. Neural Networks
    Academic article
  • Cheng, Lei; Yu, Tong; Khalitov, Ruslan; Yang, Zhirong. (2024) Self-supervised Learning for DNA sequences with circular dilated convolutional networks. Neural Networks
    Academic article
  • Cheng, Lei; Khalitov, Ruslan; Yu, Tong; Zhang, Jing; Yang, Zhirong. (2023) Classification of long sequential data using circular dilated convolutional neural networks. Neurocomputing
    Academic article
  • 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
    Academic article
  • Khalitov, Ruslan; Yu, Tong; Cheng, Lei; Yang, Zhirong. (2022) Sparse factorization of square matrices with application to neural attention modeling. Neural Networks
    Academic article

Report

  • Khalitov, Ruslan. (2025) Beyond Transformer: Scalable Neural Attention Networks for Long Sequential Data. NTNU
    Doctoral dissertation

Outreach

2023

  • Poster
    Khalitov, 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

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