publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2022

  1. Geometric Transformers for Protein Interface Contact Prediction
    Morehead, Alex, Chen, Chen, and Cheng, Jianlin
    International Conference on Learning Representations (ICLR) 2022
  2. Geometry-Complete Perceptron Networks for 3D Molecular Graphs
    Morehead, Alex, and Cheng, Jianlin
    arXiv preprint arXiv:2211.02504 2022
  3. Semi-Supervised Graph Learning Meets Dimensionality Reduction
    Morehead, Alex, Chantapakul, Watchanan, and Cheng, Jianlin
    arXiv preprint arXiv:2203.12522 2022
  4. 3D-equivariant graph neural networks for protein model quality assessment
    Chen, Chen, Chen, Xiao,  Morehead, Alex, Wu, Tianqi, and Cheng, Jianlin
    bioRxiv 2022
  5. A Region-Based Deep Learning Approach to Automated Retail Checkout
    Shoman, Maged, Aboah, Armstrong,  Morehead, Alex, Duan, Ye, Daud, Abdulateef, and Adu-Gyamfi, Yaw
    IEEE Computer Vision & Pattern Recognition (CVPR) AI City Challenge 2022
  6. EGR: Equivariant Graph Refinement and Assessment of 3D Protein Complex Structures
    Morehead, Alex, Chen, Xiao, Wu, Tianqi, Liu, Jian, and Cheng, Jianlin
    arXiv e-prints May 2022
  7. DProQ: A Gated-Graph Transformer for Protein Complex Structure Assessment
    Chen, Xiao,  Morehead, Alex, Liu, Jian, and Cheng, Jianlin
    arXiv e-prints May 2022
  8. A deep reinforcement learning approach to reconstructing quaternary structures of protein dimers through self-learning
    Soltanikazemi, Elham, Roy, Raj S., Quadir, Farhan, Giri, Nabin,  Morehead, Alex, and Cheng, Jianlin
    bioRxiv May 2022

2021

  1. DIPS-Plus: The Enhanced Database of Interacting Protein Structures for Interface Prediction
    Morehead, Alex, Chen, Chen, Sedova, Ada, and Cheng, Jianlin
    arXiv preprint arXiv:2106.04362 May 2021
  2. High-Performance Deep Learning Toolbox for Genome-Scale Prediction of Protein Structure and Function
    Gao, Mu, Lund-Andersen, Peik,  Morehead, Alex, Mahmud, Sajid, Chen, Chen, Chen, Xiao, Giri, Nabin, Roy, Raj S, Quadir, Farhan, Effler, T Chad, and others,
    IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) May 2021

2020

  1. Synthetic Biology Bicistronic Designs Support Gene Expression Equally Well in vitro and in vivo
    Kouckya, Owen, Wagnerb, Jacob, Aguilerab, Sofia, Bashawb, Benjamin, Chena, Queena, Eckdahla, Anthony, Edmanc, Elise, Gomeza, Paul, Hanlanb, Nick, Kempfd, Nick, and others,
    American Journal of Undergraduate Research (AJUR) May 2020

2019

  1. Low Cost Gunshot Detection using Deep Learning on the Raspberry Pi
    Morehead, Alex, Ogden, Lauren, Magee, Gabe, Hosler, Ryan, White, Bruce, and Mohler, George
    IEEE International Conference on Big Data (Big Data) May 2019