Support Vector Guided Dictionary Learning. - Sijia Cai; Wangmeng Zuo; Lei Zhang 006; Xiangchu Feng; Ping Wang 072 (ECCV (4), 2014)

A Sparse Outliers Iterative Removal Algorithm to Model the Background in the Video Sequences. - Linhao Li; Ping Wang; Qinghua Hu; Sijia Cai (CoRR, 2014)

A Probabilistic Collaborative Representation Based Approach for Pattern Classification. - Sijia Cai; Lei Zhang 006; Wangmeng Zuo; Xiangchu Feng (CVPR, 2016)

Efficient Background Modeling Based on Sparse Representation and Outlier Iterative Removal. - Linhao Li; Ping Wang; Qinghua Hu; Sijia Cai (IEEE Trans. Circuits Syst. Video Technol., 2016)

Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization. - Sijia Cai; Wangmeng Zuo; Lei Zhang 006 (ICCV, 2017)

Weakly-Supervised Video Summarization Using Variational Encoder-Decoder and Web Prior. - Sijia Cai; Wangmeng Zuo; Larry S. Davis; Lei Zhang 006 (ECCV (14), 2018)

Loosening Monitoring of a Threaded Pipe Connection Using the Electro-Mechanical Impedance Technique - Experimental and Numerical Studies. - Yabin Liang; Qian Feng; Dongsheng Li; Sijia Cai (Sensors, 2018)

Improving 3D Object Detection with Channel-wise Transformer. - Hualian Sheng; Sijia Cai; Yuan Liu 017; Bing Deng; Jianqiang Huang; Xian-Sheng Hua 001; Min-Jian Zhao 001 (ICCV, 2021)

Balanced and Hierarchical Relation Learning for One-shot Object Detection. - Hanqing Yang 002; Sijia Cai; Hualian Sheng; Bing Deng; Jianqiang Huang; Xian-Sheng Hua 001; Yong Tang; Yu Zhang 018 (CVPR, 2022)

Rethinking IoU-based Optimization for Single-stage 3D Object Detection. - Hualian Sheng; Sijia Cai; Na Zhao 004; Bing Deng; Jianqiang Huang; Xian-Sheng Hua 001; Minjian Zhao 001; Gim Hee Lee (ECCV (9), 2022)

A novel reinforcement learning based tuna swarm optimization algorithm for autonomous underwater vehicle path planning. - Zheping Yan; Jinyu Yan; Yifan Wu; Sijia Cai; Hongxing Wang (Math. Comput. Simul., 2023)

Sequential benchmark selection on Pareto-efficient frontiers with endogenous directions. - Xiangyang Tao; Qingxian An; Beibei Xiong; Sijia Cai (J. Oper. Res. Soc., 2023)

Visual Topic Semantic Enhanced Machine Translation for Multi-Modal Data Efficiency. - Chao Wang; Sijia Cai; Bei-Xiang Shi; Zhihong Chong (J. Comput. Sci. Technol., 2023)

PDR: Progressive Depth Regularization for Monocular 3D Object Detection. - Hualian Sheng; Sijia Cai; Na Zhao 004; Bing Deng; Min-Jian Zhao 001; Gim Hee Lee (IEEE Trans. Circuits Syst. Video Technol., 2023)

RoScenes: A Large-Scale Multi-view 3D Dataset for Roadside Perception. - Xiaosu Zhu; Hualian Sheng; Sijia Cai; Bing Deng; Shaopeng Yang; Qiao Liang 002; Ken Chen 005; Lianli Gao; Jingkuan Song; Jieping Ye (ECCV (41), 2024)

PerlDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models. - Jinhua Zhang; Hualian Sheng; Sijia Cai; Bing Deng; Qiao Liang 002; Wen Li 001; Ying Fu; Jieping Ye; Shuhang Gu (CoRR, 2024)

Versatile correlation learning for size-robust generalized counting: A new perspective. - Hanqing Yang 002; Sijia Cai; Bing Deng; Mohan Wei; Yu Zhang 018 (Knowl. Based Syst., 2024)

Context-Aware and Semantic-Consistent Spatial Interactions for One-Shot Object Detection Without Fine-Tuning. - Hanqing Yang 002; Sijia Cai; Bing Deng; Jieping Ye; Guosheng Lin; Yu Zhang 018 (IEEE Trans. Circuits Syst. Video Technol., 2024)

TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident. - Yixuan Zhou 001; Long Bai 012; Sijia Cai; Bing Deng; Xing Xu 001; Heng Tao Shen (ICLR, 2025)

Multi-sensor system deployment planning method for underwater surveillance based on formation characteristics. - Zheping Yan; Sijia Cai; Shuping Hou; Mingyao Zhang (Ad Hoc Networks, 2025)

EchoShot: Multi-Shot Portrait Video Generation. - Jiahao Wang 004; Hualian Sheng; Sijia Cai; Weizhan Zhang; Caixia Yan; Yachuang Feng; Bing Deng; Jieping Ye (CoRR, 2025)

CT3D++: Improving 3D Object Detection with Keypoint-Induced Channel-wise Transformer. - Hualian Sheng; Sijia Cai; Na Zhao 004; Bing Deng; Qiao Liang 002; Min-Jian Zhao 001; Jieping Ye (Int. J. Comput. Vis., 2025)