Protected Pooling Method of Sparse Coding in Visual Classification. - Zhichen Zhao; Huimin Ma 001; Xiaozhi Chen (ICCVG, 2014)

Learning a compact latent representation of the Bag-of-Parts model. - Xiaozhi Chen; Huimin Ma 001 (ICIP, 2014)

Improving object proposals with multi-thresholding straddling expansion. - Xiaozhi Chen; Huimin Ma 001; Xiang Wang 003; Zhichen Zhao (CVPR, 2015)

Geodesic weighted Bayesian model for salient object detection. - Xiang Wang 003; Huimin Ma 001; Xiaozhi Chen (ICIP, 2015)

3D Object Proposals for Accurate Object Class Detection. - Xiaozhi Chen; Kaustav Kundu; Yukun Zhu; Andrew G. Berneshawi; Huimin Ma 001; Sanja Fidler; Raquel Urtasun (NIPS, 2015)

Monocular 3D Object Detection for Autonomous Driving. - Xiaozhi Chen; Kaustav Kundu; Ziyu Zhang; Huimin Ma 001; Sanja Fidler; Raquel Urtasun (CVPR, 2016)

Salient object detection via fast R-CNN and low-level cues. - Xiang Wang 003; Huimin Ma 001; Xiaozhi Chen (ICIP, 2016)

Multi-scale region candidate combination for action recognition. - Zhichen Zhao; Huimin Ma 001; Xiaozhi Chen (ICIP, 2016)

Geodesic weighted Bayesian model for saliency optimization. - Xiang Wang 003; Huimin Ma 001; Xiaozhi Chen (Pattern Recognit. Lett., 2016)

Semantic parts based top-down pyramid for action recognition. - Zhichen Zhao; Huimin Ma 001; Xiaozhi Chen (Pattern Recognit. Lett., 2016)

Multi-view 3D Object Detection Network for Autonomous Driving. - Xiaozhi Chen; Huimin Ma 001; Ji Wan; Bo Li 018; Tian Xia (CVPR, 2017)

Boundary-aware box refinement for object proposal generation. - Xiaozhi Chen; Huimin Ma 001; Chenzhuo Zhu; Xiang Wang 003; Zhichen Zhao (Neurocomputing, 2017)

Generalized symmetric pair model for action classification in still images. - Zhichen Zhao; Huimin Ma 001; Xiaozhi Chen (Pattern Recognit., 2017)

3D Object Proposals Using Stereo Imagery for Accurate Object Class Detection. - Xiaozhi Chen; Kaustav Kundu; Yukun Zhu; Huimin Ma 001; Sanja Fidler; Raquel Urtasun (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection. - Xiang Wang 003; Huimin Ma 001; Xiaozhi Chen; Shaodi You (IEEE Trans. Image Process., 2018)

Stereo R-CNN Based 3D Object Detection for Autonomous Driving. - Peiliang Li 001; Xiaozhi Chen; Shaojie Shen (CVPR, 2019)

On the Over-Smoothing Problem of CNN Based Disparity Estimation. - Chuangrong Chen; Xiaozhi Chen; Hui Cheng (ICCV, 2019)

Geometry-based Distance Decomposition for Monocular 3D Object Detection. - Xuepeng Shi; Qi Ye; Xiaozhi Chen; Chuangrong Chen; Zhixiang Chen 003; Tae-Kyun Kim 001 (ICCV, 2021)

MonoJSG: Joint Semantic and Geometric Cost Volume for Monocular 3D Object Detection. - Qing Lian; Peiliang Li 001; Xiaozhi Chen (CVPR, 2022)

PUA-MOS: End-to-End Point-wise Uncertainty Weighted Aggregation for Moving Object Segmentation. - Cheng Chi; Peiliang Li 001; Xiaozhi Chen; Xin Yang 008 (IROS, 2022)

Multi-Camera Collaborative Depth Prediction via Consistent Structure Estimation. - Jialei Xu; Xianming Liu; Yuanchao Bai; Junjun Jiang; Kaixuan Wang; Xiaozhi Chen; Xiangyang Ji (ACM Multimedia, 2022)

UniFormer: Unified Multi-view Fusion Transformer for Spatial-Temporal Representation in Bird's-Eye-View. - Zequn Qin; Jingyu Chen; Chao Chen; Xiaozhi Chen; Xi Li 001 (CoRR, 2022)

You Only Label Once: 3D Box Adaptation from Point Cloud to Image via Semi-Supervised Learning. - Jieqi Shi; Peiliang Li 001; Xiaozhi Chen; Shaojie Shen (CoRR, 2022)

Three-Way Decision Models Based on Ideal Relations in Multi-Attribute Decision-Making. - Xiaozhi Chen; Ligeng Zou (Entropy, 2022)

Computing formal concepts in parallel via a workload rebalance approach. - Ligeng Zou; Xiaozhi Chen; Tingting He; Jianhua Dai (Int. J. Mach. Learn. Cybern., 2022)

Temporal Point Cloud Completion With Pose Disturbance. - Jieqi Shi; Lingyun Xu; Peiliang Li 001; Xiaozhi Chen; Shaojie Shen (IEEE Robotics Autom. Lett., 2022)

Learning to Fuse Monocular and Multi-view Cues for Multi-frame Depth Estimation in Dynamic Scenes. - Rui Li 013; Dong Gong; Wei Yin 006; Hao Chen 041; Yu Zhu 004; Kaixuan Wang; Xiaozhi Chen; Jinqiu Sun; Yanning Zhang 001 (CVPR, 2023)

The Second Monocular Depth Estimation Challenge. - Jaime Spencer; C. Stella Qian; Michaela Trescakova; Chris Russell 001; Simon Hadfield; Erich W. Graf; Wendy J. Adams; Andrew J. Schofield; James H. Elder; Richard Bowden; Ali Anwar 002; Hao Chen 041; et al. (CVPR Workshops, 2023)

Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image. - Wei Yin 006; Chi Zhang 007; Hao Chen 041; Zhipeng Cai; Gang Yu 002; Kaixuan Wang; Xiaozhi Chen; Chunhua Shen (ICCV, 2023)

UniFusion: Unified Multi-view Fusion Transformer for Spatial-Temporal Representation in Bird's-Eye-View. - Zequn Qin; Jingyu Chen; Chao Chen; Xiaozhi Chen; Xi Li 001 (ICCV, 2023)

Are All Point Clouds Suitable for Completion? Weakly Supervised Quality Evaluation Network for Point Cloud Completion. - Jieqi Shi; Peiliang Li 001; Xiaozhi Chen; Shaojie Shen (ICRA, 2023)

You Only Label Once: 3D Box Adaptation From Point Cloud to Image With Semi-Supervised Learning. - Jieqi Shi; Peiliang Li 001; Xiaozhi Chen; Shaojie Shen (IEEE Robotics Autom. Lett., 2023)

Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving. - Junda Cheng; Wei Yin 006; Kaixuan Wang; Xiaozhi Chen; Shijie Wang; Xin Yang 008 (CVPR, 2024)

UC-NERF: Neural Radiance Field for Under-Calibrated Multi-View Cameras in Autonomous Driving. - Kai Cheng; Xiaoxiao Long; Wei Yin 006; Jin Wang; Zhiqiang Wu; Yuexin Ma; Kaixuan Wang; Xiaozhi Chen; Xuejin Chen (ICLR, 2024)

GIM: Learning Generalizable Image Matcher From Internet Videos. - Xuelun Shen; Zhipeng Cai; Wei Yin 006; Matthias Müller 011; Zijun Li 006; Kaixuan Wang; Xiaozhi Chen; Cheng Wang 003 (ICLR, 2024)

Learning better representations for crowded pedestrians in offboard LiDAR-camera 3D tracking-by-detection. - Shichao Li; Peiliang Li 004; Qing Lian; Peng Yun; Xiaozhi Chen (CoRR, 2025)