| 2025 | AAAI | Revisiting Interpolation for Noisy Label Correction. | Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Ruiyi Su, Jian Zhang, Shubo Liu, Steve Drew |
| 2025 | AAAI | HVAdam: A Full-Dimension Adaptive Optimizer. | Yiheng Zhang, Shaowu Wu, Yuanzhuo Xu, Jiajun Wu, Shang Xu, Steve Drew, Xiaoguang Niu |
| 2025 | IJCAI | Efficient Diversity-based Experience Replay for Deep Reinforcement Learning. | Kaiyan Zhao, Yiming Wang, Yuyang Chen, Yan Li, Leong Hou U, Xiaoguang Niu |
| 2024 | ICONIP | AARR-Net: An Attention Assistance Feature Fusion and Model Recursive Recovery Network for Category-Level 6D Object Pose Estimation. | Haoning Wu, Kaiyan Zhao, Shaowu Wu, Xiaoping Wu, Xiaoguang Niu |
| 2024 | ICPR | Label-Expanded Feature Debiasing for Single Domain Generalization. | Jie Yang, Liwei Jing, Yuanzhuo Xu, Shaowu Wu, Steve Drew, Xiaoguang Niu |
| 2024 | TrustCom | Real-time Private Data Aggregation over Distributed Spatial-temporal Infinite Streams with Local Differential Privacy. | Xingxing Xiong, Shubo Liu, Xiping Liu, Xiaoguang Niu, Wenyu You |
| 2023 | AAAI | USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning. | Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Steve Drew, Jiayu Zhou, Ruizhi Chen |
| 2023 | GLOBECOM | Federated Learning with Client Availability Budgets. | Yunkai Bao, Steve Drew, Xin Wang, Jiayu Zhou, Xiaoguang Niu |
| 2021 | IPCCC | MAGINS: Neural Network Inertial Navigation System Corrected by Magnetic Information. | Chao Qiu, Yuanzhuo Xu, Yu Zhu, Luyao Xie, Da Shen, Junhui Huang, Xiaoguang Niu |
| 2020 | IPCCC | Improved Window Segmentation for Deep Learning Based Inertial Odometry. | Siyu Chen, Yu Zhu, Xiaoguang Niu, Zhiyong Hu |
| 2019 | ICASSP | Robust Visual Tracking via Adaptive Occlusion Detection. | Yueyang Gu, Xiaoguang Niu, Yu Qiao |
| 2019 | ICIP | Boosting Correlation Filter Based Tracking Using Multi Convolutional Features. | Yueyang Gu, Kunqi Gu, Yu Qiao, Xiaoguang Niu, Kuan Xu, Xingqi Fang, Jie Yang |
| 2019 | ICONIP | Joint Semantic Hashing Using Deep Supervised and Unsupervised Methods. | Kuan Xu, Yu Qiao, Yueyang Gu, Xiaoguang Niu, Suwei Ma, Xiaobin Xiao, Xingqi Fang |
| 2018 | ICONIP | Occlusion Detection in Visual Tracking: A New Framework and A New Benchmark. | Xiaoguang Niu, Yueyang Gu, Zhifeng Lu, Zehua Hong, Yi Tian, Kuan Xu, Jie Yang, Xingqi Fang, Yu Qiao |
| 2017 | ICIP | Semantic segmentation with multi-path refinement and pyramid pooling dilated-resnet. | Zhipeng Cui, Qiao Zhang, Shijie Geng, Xiaoguang Niu, Jie Yang, Yu Qiao |
| 2017 | ICIP | Context-based occlusion detection for robust visual tracking. | Xiaoguang Niu, Yu Qiao |
| 2017 | ICONIP | Robust Visual Tracking via Occlusion Detection Based on Depth-Layer Information. | Xiaoguang Niu, Zhipeng Cui, Shijie Geng, Jie Yang, Yu Qiao |
| 2017 | ICONIP | Image Segmentation with Pyramid Dilated Convolution Based on ResNet and U-Net. | Qiao Zhang, Zhipeng Cui, Xiaoguang Niu, Shijie Geng, Yu Qiao |
| 2017 | IPCCC | A hierarchical-learning-based crowdedness estimation mechanism for crowdsensing buses. | Xiaoguang Niu, Zhen Wang, Qiongzan Ye, Yihao Zhang, Jiawei Wang |
| 2016 | ICASSP | A MIL-based interactive approach for hotspot segmentation from bone scintigraphy. | Shijie Geng, Jingyang Ma, Xiaoguang Niu, Shaoyong Jia, Yu Qiao, Jie Yang |
| 2014 | GLOBECOM | DeepSense: A novel learning mechanism for traffic prediction with taxi GPS traces. | Xiaoguang Niu, Ying Zhu, Xining Zhang |
| 2014 | IPCCC | EPPI: An E-cent-based privacy-preserving incentive mechanism for participatory sensing systems. | Xiaoguang Niu, Meng Li, Qianyuan Chen, Qingqing Cao, Houzhen Wang |
| 2014 | WCNC | OSAP: Optimal-cluster-based source anonymity protocol in delay-sensitive wireless sensor networks. | Xiaoguang Niu, Chuanbo Wei, Weijiang Feng, Qianyuan Chen |
| 2009 | WCNC | FKM: a fingerprint-based key management protocol for SoC-based sensor networks. | Xiaoguang Niu, Yanmin Zhu, Li Cui, Lionel M. Ni |
| 2007 | GLOBECOM | The Design and Evaluation of a Wireless Sensor Network for Mine Safety Monitoring. | Xiaoguang Niu, Xi Huang, Ze Zhao, Yuhe Zhang, Changcheng Huang, Li Cui |
| 2005 | CCGRID | Search and index in locality-based clustering overlay. | Yun He, Jianzhong Zhang, Xiaoguang Niu, Qi Zhao |