Search Results for author: Xing Fang

Found 5 papers, 2 papers with code

tcrLM: a lightweight protein language model for predicting T cell receptor and epitope binding specificity

1 code implementation24 Jun 2024 Xing Fang, Chenpeng Yu, Shiye Tian, Hui Liu

These findings demonstrate the potential of tcrLM in predicting TCR-antigen binding specificity, with significant implications for advancing immunotherapy and personalized medicine.

Diversity Language Modeling +3

A unified cross-attention model for predicting antigen binding specificity to both HLA and TCR molecules

1 code implementation8 Apr 2024 Chenpeng Yu, Xing Fang, Hui Liu

In this paper, we propose UnifyImmun, a unified cross-attention transformer model designed to simultaneously predict the bindings of peptides to both receptors, providing more comprehensive evaluation of antigen immunogenicity.

Specificity

Model Predictive Control with Preview: Recursive Feasibility and Stability

no code implementations25 Feb 2022 Xing Fang, Wen-Hua Chen

This paper proposes a stabilising model predictive control (MPC) scheme with preview information of disturbance for nonlinear systems.

Model Predictive Control

Modeling Multivariate Cyber Risks: Deep Learning Dating Extreme Value Theory

no code implementations15 Mar 2021 Mingyue Zhang Wu, Jinzhu Luo, Xing Fang, Maochao Xu, Peng Zhao

The proposed model not only enjoys the high accurate point predictions via deep learning but also can provide the satisfactory high quantile prediction via extreme value theory.

Deep Learning Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.