PR Product: A Substitute for Inner Product in Neural Networks. - Zhennan Wang 001; Wenbin Zou; Chen Xu 004 (ICCV, 2019)

MMA Regularization: Decorrelating Weights of Neural Networks by Maximizing the Minimal Angles. - Zhennan Wang 001; Canqun Xiang; Wenbin Zou; Chen Xu 004 (NeurIPS, 2020)

DMA Regularization: Enhancing Discriminability of Neural Networks by Decreasing the Minimal Angle. - Zhennan Wang 001; Canqun Xiang; Wenbin Zou; Chen Xu 004 (IEEE Signal Process. Lett., 2020)

Matrix Capsule Convolutional Projection for Deep Feature Learning. - Canqun Xiang; Zhennan Wang 001; Shishun Tian; Jianxin Liao; Wenbin Zou; Chen Xu 004 (IEEE Signal Process. Lett., 2020)

Locality Guidance for Improving Vision Transformers on Tiny Datasets. - Kehan Li 002; Runyi Yu 002; Zhennan Wang 001; Li Yuan 007; Guoli Song; Jie Chen 001 (ECCV (24), 2022)

Difference in Euclidean Norm Can Cause Semantic Divergence in Batch Normalization. - Zhennan Wang 001; Kehan Li 002; Runyi Yu 002; Yian Zhao; Pengchong Qiao; Guoli Song; Fan Xu; Jie Chen 001 (CoRR, 2022)

Dynamic Clustering Network for Unsupervised Semantic Segmentation. - Kehan Li 002; Zhennan Wang 001; Zesen Cheng; Runyi Yu 002; Yian Zhao; Guoli Song; Li Yuan 007; Jie Chen 001 (CoRR, 2022)

PCR: Pessimistic Consistency Regularization for Semi-Supervised Segmentation. - Pengchong Qiao; Zhidan Wei; Yu Wang; Chang Liu 030; Zhennan Wang 001; Guoli Song; Jie Chen 001 (CoRR, 2022)

Position Embedding Needs an Independent Layer Normalization. - Runyi Yu 002; Zhennan Wang 001; Yinhuai Wang; Kehan Li 002; Yian Zhao; Jian Zhang 018; Guoli Song; Jie Chen 001 (CoRR, 2022)

ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation. - Kehan Li 002; Zhennan Wang 001; Zesen Cheng; Runyi Yu 002; Yian Zhao; Guoli Song; Chang Liu 030; Li Yuan 007; Jie Chen 001 (CVPR, 2023)

Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation. - Pengchong Qiao; Zhidan Wei; Yu Wang; Zhennan Wang 001; Guoli Song; Fan Xu; Xiangyang Ji; Chang Liu 030; Jie Chen 001 (CVPR, 2023)

Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation. - Kehan Li 002; Yian Zhao; Zhennan Wang 001; Zesen Cheng; Peng Jin 001; Xiangyang Ji; Li Yuan 007; Chang Liu 030; Jie Chen 001 (ICCV, 2023)

LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer Normalization. - Runyi Yu 002; Zhennan Wang 001; Yinhuai Wang; Kehan Li 002; Chang Liu 030; Haoyi Duan; Xiangyang Ji; Jie Chen 001 (ICCV, 2023)

Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment. - Peng Jin 001; Hao Li 073; Zesen Cheng; Jinfa Huang; Zhennan Wang 001; Li Yuan 007; Chang Liu 030; Jie Chen 001 (IJCAI, 2023)

TG-VQA: Ternary Game of Video Question Answering. - Hao Li 073; Peng Jin 001; Zesen Cheng; Songyang Zhang; Kai Chen 026; Zhennan Wang 001; Chang Liu 030; Jie Chen 001 (IJCAI, 2023)

Running ahead of evolution - AI-based simulation for predicting future high-risk SARS-CoV-2 variants. - Jie Chen 001; Zhiwei Nie; Yu Wang; Kai Wang; Fan Xu; Zhiheng Hu; Bing Zheng; Zhennan Wang 001; Guoli Song; Jingyi Zhang; Jie Fu 001; Xiansong Huang; et al. (Int. J. High Perform. Comput. Appl., 2023)

A Unified Peptide Generative Framework via a Weakly Order-Dependent Autoregressive Language Model and Lifelong Learning. - Zhiwei Nie; Daixi Li; Yutian Liu 004; Fan Xu; Hongyu Zhang 002; Xiansong Huang; Xudong Liu 001; Zhennan Wang 001; Yiming Ma; Yuxin Ye; Feng Yin; Wen-Bin Zhang; et al. (J. Chem. Inf. Model., 2025)

A unified evolution-driven deep learning framework for virus variation driver prediction. - Zhiwei Nie; Xudong Liu 001; Jie Chen 001; Zhennan Wang 001; Yutian Liu 004; Haorui Si; Tianyi Dong; Fan Xu; Guoli Song; Yu Wang; Peng Zhou; Wen Gao 001; et al. (Nat. Mac. Intell., 2025)

Adaptive Fuzzy Positive Learning for Annotation-Scarce Semantic Segmentation. - Pengchong Qiao; Yu Wang; Chang Liu 030; Lei Shang; Baigui Sun; Zhennan Wang 001; Xiawu Zheng; Rongrong Ji; Jie Chen 001 (Int. J. Comput. Vis., 2025)