| 2026 | AAAI | PEOCH: Online Cross-Modal Hashing with Semi-Supervised Streaming Data Driving Prototype Evolution. | Xiao Kang, Xingbo Liu, Shuo Pan, Xuening Zhang, Xiushan Nie, Yilong Yin |
| 2025 | AAAI | Semi-Supervised Online Cross-Modal Hashing. | Xiao Kang, Xingbo Liu, Xuening Zhang, Wen Xue, Xiushan Nie, Yilong Yin |
| 2025 | AAAI | Generalized Debiased Semi-Supervised Hashing for Large-Scale Image Retrieval. | Xingbo Liu, Xuening Zhang, Xiushan Nie, Yang Shi, Yilong Yin |
| 2025 | ECAI | Binary Continual Stream-View Clustering. | Wen Xue, Xingbo Liu, Kang Xiao, Xuening Zhang, Xiushan Nie |
| 2025 | ICASSP | Delving Into Coarse-Fine Feature Interaction Alignment for UAV Object Detection. | Yanchao Bi, Yang Ning, Xiushan Nie |
| 2025 | ICASSP | Spatial Frequency-Aware Self-Distillation for Weakly-Supervised Semantic Segmentation. | Jingyuan Fang, Yang Ning, Xiushan Nie |
| 2025 | IJCAI | Towards Region-Adaptive Feature Disentanglement and Enhancement for Small Object Detection. | Yanchao Bi, Yang Ning, Xiushan Nie, Xiankai Lu, Yongshun Gong, Leida Li |
| 2025 | PRICAI | Dynamic Balance Sorting and Co-evolutionary Algorithm for Expensive Many-Objective Optimization. | Yuyao Zhang, Xiushan Nie, Jie Tian |
| 2024 | IJCNN | Unsupervised Deep Hashing via Sample Weighted Contrastive Learning. | Ziyu Meng, Jingyuan Fang, Xiushan Nie |
| 2024 | IJCNN | Multi-Scale Temporal Relations and Segmented Channel Attention for Video Anomaly Detection. | Yi Sun, Xiushan Nie, Bryan W. Scotney, Shuai Zhang, Xingbo Liu |
| 2023 | AAAI | Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels. | Zheyun Qin, Xiankai Lu, Xiushan Nie, Yilong Yin, Jianbing Shen |
| 2023 | ICDM | Video Instance Segmentation Using Graph Matching Transformer. | Zheyun Qin, Xiankai Lu, Xiushan Nie, Yilong Yin |
| 2022 | HSI | Local Detail Enhancement Network for CNV Typing in OCT Images. | Chuanzhen Xu, Xiaoming Xi, Xiao Yang, Liangyun Sun, Lingzhao Meng, Xiushan Nie |
| 2022 | HSI | Attention-based Interactions Network for Breast Tumor Classification with Multi-modality Images. | Xiao Yang, Xiaoming Xi, Chuanzhen Xu, Liangyun Sun, Lingzhao Meng, Xiushan Nie |
| 2021 | CVPR | DUN: Dual-Path Temporal Matching Network for Natural Language-Based Vehicle Retrieval. | Ziruo Sun, Xinfang Liu, Xiaopeng Bi, Xiushan Nie, Yilong Yin |
| 2021 | ICASSP | Learning Binary Semantic Embedding for Breast Histology Image Classification and Retrieval. | Xiao Kang, Xingbo Liu, Xiushan Nie, Yilong Yin |
| 2021 | ICASSP | Joint Learning of Image Aesthetic Quality Assessment and Semantic Recognition Based on Feature Enhancement. | Xiangfei Liu, Xiushan Nie, Zhen Shen, Yilong Yin |
| 2021 | ICASSP | ECCL: Explicit Correlation-Based Convolution Boundary Locator for Moment Localization. | Xinfang Liu, Xiushan Nie, Junya Teng, Fanchang Hao, Yilong Yin |
| 2020 | AAAI | Focusing on Detail: Deep Hashing Based on Multiple Region Details (Student Abstract). | Quan Zhou, Xiushan Nie, Yang Shi, Xingbo Liu, Yilong Yin |
| 2020 | ACCV | Discrete Spatial Importance-Based Deep Weighted Hashing. | Yang Shi, Xiushan Nie, Quan Zhou, Xiaoming Xi, Yilong Yin |
| 2020 | ICASSP | Deep Multi-Region Hashing. | Quan Zhou, Xiushan Nie, Yang Shi, Xingbo Liu, Yilong Yin |
| 2019 | AAAI | Jointly Multiple Hash Learning. | Xingbo Liu, Xiushan Nie, Yingxin Wang, Yilong Yin |
| 2019 | CIKM | MoBoost: A Self-improvement Framework for Linear-based Hashing. | Xingbo Liu, Xiushan Nie, Xiaoming Xi, Lei Zhu, Yilong Yin |
| 2019 | ICIP | Variable-Length Quantization Strategy for Hashing. | Yang Shi, Xiushan Nie, Xin Zhou, Xiaoming Xi, Yilong Yin |
| 2019 | IJCAI | Supervised Short-Length Hashing. | Xingbo Liu, Xiushan Nie, Quan Zhou, Xiaoming Xi, Lei Zhu, Yilong Yin |
| 2018 | ICASSP | Modality-Specific Structure Preserving Hashing for Cross-Modal Retrieval. | Xingbo Liu, Haoliang Sun, Xiushan Nie, Chaoran Cui, Yilong Yin |
| 2018 | ICIP | Structural Compact Core Tensor Dictionary Learning for Multispec-Tral Remote Sensing Image Deblurring. | Leilei Geng, Xiushan Nie, Sijie Niu, Yilong Yin, Jun Lin |
| 2018 | MMM | Image Aesthetic Distribution Prediction with Fully Convolutional Network. | Huidi Fang, Chaoran Cui, Xiang Deng, Xiushan Nie, Muwei Jian, Yilong Yin |
| 2017 | CIKM | Personalized Image Aesthetics Assessment. | Xiang Deng, Chaoran Cui, Huidi Fang, Xiushan Nie, Yilong Yin |
| 2017 | SIGIR | Distribution-oriented Aesthetics Assessment for Image Search. | Chaoran Cui, Huidi Fang, Xiang Deng, Xiushan Nie, Hongshuai Dai, Yilong Yin |
| 2013 | ICIP | Logarithmic Spread-Transform Dither Modulation watermarking Based on Perceptual Model. | Wenbo Wan, Ju Liu, Jiande Sun, Xiaohui Yang, Xiushan Nie, Feng Wang |
| 2012 | ICIP | A visual saliency based video hashing algorithm. | Jing Wang, Jiande Sun, Ju Liu, Xiushan Nie, Hua Yan |
| 2010 | ICASSP | Robust video hashing for identification based on MDS. | Xiushan Nie, Ju Liu, Jiande Sun |