Efficient Weighted Kernel Sharing Convolutional Neural Networks. - Helong Zhou; Yie-Tarng Chen; Jie Zhang; Wen-Hsien Fang (VCIP, 2018)

VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing. - Qian Zhang 009; Jianjun Li; Meng Yao; Liangchen Song; Helong Zhou; Zhichao Li; Wenming Meng; Xuezhi Zhang; Guoli Wang 004 (CoRR, 2019)

Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective. - Helong Zhou; Liangchen Song; Jiajie Chen; Ye Zhou; Guoli Wang 004; Junsong Yuan 001; Qian Zhang 009 (ICLR, 2021)

Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition. - Xichen Pan; Peiyu Chen; Yichen Gong; Helong Zhou; Xinbing Wang; Zhouhan Lin (ACL (1), 2022)

Cross-Image Relational Knowledge Distillation for Semantic Segmentation. - Chuanguang Yang; Helong Zhou; Zhulin An; Xue Jiang; Yongjun Xu 001; Qian Zhang 009 (CVPR, 2022)

MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition. - Chuanguang Yang; Zhulin An; Helong Zhou; Linhang Cai; Xiang Zhi; Jiwen Wu; Yongjun Xu 001; Qian Zhang 009 (ECCV (24), 2022)

HOPE: Hierarchical Spatial-temporal Network for Occupancy Flow Prediction. - Yihan Hu 001; Wenxin Shao; Bo Jiang; Jiajie Chen; Siqi Chai; Zhening Yang; Jingyu Qian; Helong Zhou; Qiang Liu (CoRR, 2022)

Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition. - Chuanguang Yang; Zhulin An; Helong Zhou; Yongjun Xu 001; Qian Zhang 009 (CoRR, 2022)

Perceive, Interact, Predict: Learning Dynamic and Static Clues for End-to-End Motion Prediction. - Bo Jiang 011; Shaoyu Chen; Xinggang Wang; Bencheng Liao; Tianheng Cheng; Jiajie Chen; Helong Zhou; Qian Zhang 009; Wenyu Liu 001; Chang Huang (CoRR, 2022)

VAD: Vectorized Scene Representation for Efficient Autonomous Driving. - Bo Jiang 011; Shaoyu Chen; Qing Xu; Bencheng Liao; Jiajie Chen; Helong Zhou; Qian Zhang 009; Wenyu Liu 001; Chang Huang; Xinggang Wang (ICCV, 2023)

Exploring the Knowledge Transferred by Response-Based Teacher-Student Distillation. - Liangchen Song; Xuan Gong; Helong Zhou; Jiajie Chen; Qian Zhang 009; David S. Doermann; Junsong Yuan 001 (ACM Multimedia, 2023)

Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition. - Chuanguang Yang; Zhulin An; Helong Zhou; Fuzhen Zhuang; Yongjun Xu 001; Qian Zhang 009 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)