A scalable convolutional neural network for task-specified scenarios via knowledge distillation. - Mengnan Shi; Fei Qin; Qixiang Ye; Zhenjun Han; Jianbin Jiao (ICASSP, 2017)

Evaluation of Compaction Quality Based on SVR with CFA: Case Study on Compaction Quality of Earth-Rock Dam. - Jiajun Wang; Denghua Zhong; Binping Wu; Mengnan Shi (J. Comput. Civ. Eng., 2018)

The Complexity Entropy Analysis of a Supply Chain System Considering Recovery Rate and Channel Service. - Qiuxiang Li; Mengnan Shi; Qing Deng; Yimin Huang (Entropy, 2019)

Feature-Gate Coupling for Dynamic Network Pruning. - Mengnan Shi; Chang Liu 047; Qixiang Ye; Jianbin Jiao (CoRR, 2021)

Beyond Masking: Demystifying Token-Based Pre-Training for Vision Transformers. - Yunjie Tian; Lingxi Xie; Jiemin Fang; Mengnan Shi; Junran Peng; Xiaopeng Zhang 008; Jianbin Jiao; Qi Tian 001; Qixiang Ye (CoRR, 2022)

Proposal Distribution Calibration for Few-Shot Object Detection. - Bohao Li; Chang Liu 030; Mengnan Shi; Xiaozhong Chen; Xiangyang Ji; Qixiang Ye (CoRR, 2022)

Open MoA: revealing the mechanism of action (MoA) based on network topology and hierarchy. - Xinmeng Liao; Mehmet Ozcan; Mengnan Shi; Woonghee Kim; Han Jin; Xiangyu Li; Hasan Turkez; Adnane Achour; Mathias Uhlén; Adil Mardinoglu; Cheng Zhang 002 (Bioinform., 2023)

PASS: Predictive Auto-Scaling System for Large-scale Enterprise Web Applications. - Yunda Guo; Jiake Ge; Panfeng Guo; Yunpeng Chai; Tao Li; Mengnan Shi; Yang Tu; Jian Ouyang (WWW, 2024)

Generative AI-powered architectural exterior conceptual design based on the design intent. - Mengnan Shi; Joonoh Seo; Seung Hyun Cha; Bo Xiao; Hung-Lin Chi (J. Comput. Des. Eng., 2024)

Self-supervised feature-gate coupling for dynamic network pruning. - Mengnan Shi; Chang Liu 047; Jianbin Jiao; Qixiang Ye (Pattern Recognit., 2024)

Self-supervised inter-intra period-aware ECG representation learning for detecting atrial fibrillation. - Xiangqian Zhu; Mengnan Shi; Xuexin Yu; Chang Liu 047; Xiaocong Lian; Jintao Fei; Jiangying Luo; Xin Jin 005; Ping Zhang; Xiangyang Ji (Biomed. Signal Process. Control., 2025)

Hydropower projects investment estimation artificial intelligence model by similarity measure-based few-shot machine learning. - Mengnan Shi; Xinyu Qu; Hongtao Li; Qiang Yao; Jun Zeng (Eng. Appl. Artif. Intell., 2025)

Proposal Distribution Calibration for Few-Shot Object Detection. - Bohao Li; Chang Liu 047; Mengnan Shi; Xiaozhong Chen; Xiangyang Ji; Qixiang Ye (IEEE Trans. Neural Networks Learn. Syst., 2025)

Explicit Margin Equilibrium for Few-Shot Object Detection. - Chang Liu 047; Bohao Li; Mengnan Shi; Xiaozhong Chen; Qixiang Ye; Xiangyang Ji (IEEE Trans. Neural Networks Learn. Syst., 2025)