A Deep Neural Network Based on ELM for Semi-supervised Learning of Image Classification. - Peiju Chang; Jiangshe Zhang 001; Junying Hu; Zengjie Song (Neural Process. Lett., 2018)

Learning Controllable Disentangled Representations with Decorrelation Regularization. - Zengjie Song; Oluwasanmi Koyejo; Jiangshe Zhang 001 (CoRR, 2019)

Fast Inference Predictive Coding: A Novel Model for Constructing Deep Neural Networks. - Zengjie Song; Jiangshe Zhang 001; Guang Shi; Junmin Liu (IEEE Trans. Neural Networks Learn. Syst., 2019)

Towards A Controllable Disentanglement Network. - Zengjie Song; Oluwasanmi Koyejo; Jiangshe Zhang 001 (CoRR, 2020)

DRCNN: Dynamic Routing Convolutional Neural Network for Multi-View 3D Object Recognition. - Kai Sun 007; Jiangshe Zhang 001; Junmin Liu; Ruixuan Yu; Zengjie Song (IEEE Trans. Image Process., 2021)

Self-Supervised Predictive Learning: A Negative-Free Method for Sound Source Localization in Visual Scenes. - Zengjie Song; Yuxi Wang 001; Junsong Fan; Tieniu Tan; Zhaoxiang Zhang 001 (CoRR, 2022)

Toward a Controllable Disentanglement Network. - Zengjie Song; Oluwasanmi Koyejo; Jiangshe Zhang 001 (IEEE Trans. Cybern., 2022)

SSF: Accelerating Training of Spiking Neural Networks with Stabilized Spiking Flow. - Jingtao Wang; Zengjie Song; Yuxi Wang 001; Jun Xiao 005; Yuran Yang; Shuqi Mei; Zhaoxiang Zhang 001 (ICCV, 2023)

Polar R-CNN: End-to-End Lane Detection with Fewer Anchors. - Shengqi Wang; Junmin Liu; Xiangyong Cao; Zengjie Song; Kai Sun 007 (CoRR, 2024)

Visually Guided Sound Source Separation With Audio-Visual Predictive Coding. - Zengjie Song; Zhaoxiang Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Enhancing Sound Source Localization via False Negative Elimination. - Zengjie Song; Jiangshe Zhang 001; Yuxi Wang 001; Junsong Fan; Zhaoxiang Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Semantic-consistency multi-view deep subspace clustering network with frequency branches. - Mengran Hou; Junmin Liu; Zengjie Song; Yongjun Wang (Image Vis. Comput., 2025)

Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization. - Chengli Tan; Yubo Zhou; Haishan Ye; Guang Dai; Junmin Liu; Zengjie Song; Jiangshe Zhang 001; Zixiang Zhao; Yunda Hao; Yong Xu (CoRR, 2025)