publications

See Google Scholar for the full publication list.

2021

  1. ICLR
    Brecq: Pushing the limit of post-training quantization by block reconstruction
    Li, Yuhang, Gong, Ruihao, Tan, Xu, Yang, Yang, Hu, Peng, Zhang, Qi, Yu, Fengwei, Wang, Wei, and Gu, Shi
    arXiv preprint arXiv:2102.05426 2021
  2. ICLR
    Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks
    Deng, Shikuang, and Gu, Shi
    arXiv preprint arXiv:2103.00476 2021
  3. bioRxiv
    Network controllability mediates the relationship between rigid structure and flexible dynamics
    Gu, Shi, Fotiadis, Panagiotis, Parkes, Linden, Xia, Cedric H, Gur, Ruben C, Gur, Raquel E, Roalf, David R, Satterthwaite, Theodore D, and Bassett, Danielle S
    bioRxiv 2021
  4. ICML
    A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration
    Li, Yuhang, Deng, Shikuang, Dong, Xin, Gong, Ruihao, and Gu, Shi
    arXiv preprint arXiv:2106.06984 2021

2020

  1. CereCort
    Unifying the notions of modularity and core–periphery structure in functional brain networks during youth
    Gu, Shi, Xia, Cedric Huchuan, Ciric, Rastko, Moore, Tyler M, Gur, Ruben C, Gur, Raquel E, Satterthwaite, Theodore D, and Bassett, Danielle S
    Cerebral Cortex 2020
  2. arXiv
    Controllability analysis of functional brain networks
    Deng, Shikuang, and Gu, Shi
    arXiv preprint arXiv:2003.08278 2020
  3. MICCAI
    Robust Medical Image Segmentation from Non-expert Annotations with Tri-network
    Zhang, Tianwei, Yu, Lequan, Hu, Na, Lv, Su, and Gu, Shi
    In International Conference on Medical Image Computing and Computer-Assisted Intervention 2020
  4. TMI
    A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data
    Cui, Hengji, Wei, Dong, Ma, Kai, Gu, Shi, and Zheng, Yefeng
    IEEE Transactions on Medical Imaging 2020
  5. ICCV
    Learning in School: Multi-teacher Knowledge Inversion for Data-Free Quantization
    Li, Yuhang, Zhu, Feng, Gong, Ruihao, Shen, Mingzhu, Yu, Fengwei, Lu, Shaoqing, and Gu, Shi
    arXiv preprint arXiv:2011.09899 2020

2019

  1. NeuroImage
    RE: Warnings and caveats in brain controllability
    Pasqualetti, Fabio, Gu, Shi, and Bassett, Danielle S
    NeuroImage 2019
  2. MICCAI
    Interpretable multimodality embedding of cerebral cortex using attention graph network for identifying bipolar disorder
    Yang, Huzheng, Li, Xiaoxiao, Wu, Yifan, Li, Siyi, Lu, Su, Duncan, James S, Gee, James C, and Gu, Shi
    In International Conference on Medical Image Computing and Computer-Assisted Intervention 2019

2018

  1. SciRep
    The energy landscape of neurophysiological activity implicit in brain network structure
    Gu, Shi, Cieslak, Matthew, Baird, Benjamin, Muldoon, Sarah F, Grafton, Scott T, Pasqualetti, Fabio, and Bassett, Danielle S
    Scientific reports 2018
  2. NatComm
    Linked dimensions of psychopathology and connectivity in functional brain networks
    Xia, Cedric Huchuan, Ma, Zongming, Ciric, Rastko, Gu, Shi, Betzel, Richard F, Kaczkurkin, Antonia N, Calkins, Monica E, Cook, Philip A, Garza, Angel Garcia, Vandekar, Simon N, and others,
    Nature communications 2018
  3. NatMeth
    Detecting hierarchical genome folding with network modularity
    Norton, Heidi K, Emerson, Daniel J, Huang, Harvey, Kim, Jesi, Titus, Katelyn R, Gu, Shi, Bassett, Danielle S, and Phillips-Cremins, Jennifer E
    Nature methods 2018

2017

  1. NeuroImage
    Optimal trajectories of brain state transitions
    Gu, Shi, Betzel, Richard F, Mattar, Marcelo G, Cieslak, Matthew, Delio, Philip R, Grafton, Scott T, Pasqualetti, Fabio, and Bassett, Danielle S
    Neuroimage 2017
  2. HBM
    Functional hypergraph uncovers novel covariant structures over neurodevelopment
    Gu, Shi, Yang, Muzhi, Medaglia, John D, Gur, Ruben C, Gur, Raquel E, Satterthwaite, Theodore D, and Bassett, Danielle S
    Human brain mapping 2017
  3. NatComm
    Developmental increases in white matter network controllability support a growing diversity of brain dynamics
    Tang, Evelyn, Giusti, Chad, Baum, Graham L, Gu, Shi, Pollock, Eli, Kahn, Ari E, Roalf, David R, Moore, Tyler M, Ruparel, Kosha, Gur, Ruben C, and others,
    Nature communications 2017
  4. NeuroPsy
    Intrinsic Functional Organization and Network Roles in MDD and PTSD Change With Cognitive Behavioral Therapy (CBT)
    Yang, Zhen, Gu, Shi, Honnorat, Nicolas, Oathes, Desmond, Bruce, Steven, Shinohara, Russell, Aselcioglu, Irem, Cook, Phillip, Linn, Kristin A, Satterthwaite, Theodore D, and others,
    In NEUROPSYCHOPHARMACOLOGY 2017

2016

  1. SciRep
    Optimally controlling the human connectome: the role of network topology
    Betzel, Richard F, Gu, Shi, Medaglia, John D, Pasqualetti, Fabio, and Bassett, Danielle S
    Scientific reports 2016

2015

  1. PNAS
    Emergence of system roles in normative neurodevelopment
    Gu, Shi, Satterthwaite, Theodore D, Medaglia, John D, Yang, Muzhi, Gur, Raquel E, Gur, Ruben C, and Bassett, Danielle S
    Proceedings of the National Academy of Sciences 2015
  2. NatComm
    Controllability of structural brain networks
    Gu, Shi, Pasqualetti, Fabio, Cieslak, Matthew, Telesford, Qawi K, Alfred, B Yu, Kahn, Ari E, Medaglia, John D, Vettel, Jean M, Miller, Michael B, Grafton, Scott T, and others,
    Nature communications 2015