Peng Yu, Xuchong Zhang*, Baoting Li, Zhongpin Niu, Hongbin Sun. Learn, Practice, and Review: A Cognitive-Inspired Single-Stage Framework for Efficient Domain Adaptive Object Detection[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2026, Accepted.

Yitong Li, Xuchong Zhang*,  Fanjie Kong, Weihuang Chen, Haonan Hou, Hongbin Sun. TEX-Drive: Temporal Perception Meets Experience-Guided Mixture-of-Experts for End-to-End Autonomou. European Conference on Computer Vision (ECCV), 2026, Accepted.

Chenwei Jia, Baoting Li, Xuchong Zhang*, Mingzhuo Wei, Bochen Lin, Hongbin Sun. Quant Experts: Token-aware Adaptive Error Reconstruction with Mixture of Experts for Large Vision-Language Models Quantization. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2026, Accepted.

Cheng Cheng, Lin Song, Di An, Yicheng Xiao, Xuchong Zhang*, Hongbin Sun, Ying Shan. From Prediction to Perfection: Introducing Refinement to Autoregressive Image Generation. International Conference on Learning Representations (ICLR), 2026, Accepted.

喻彭,张旭翀,孙宏滨,郑南宁.面向无人系统感知的目标检测自训练研究进展综述[J]. 中国科学(信息科学)，2025(10):2501-2523.

Zhiping Wang, Peng Yu, Xuchong Zhang*, Hongbin Sun. MFF-DCNet: A Network with Multi-Feature Focus and Depth-wise Cross-stage Transformer for UAV Infrared Small Object Detection[J]. IEEE Internet of Things Journal, 2025, Accepted.

Jingwei Sun, Xuchong Zhang*, Changfeng Sun, Qicheng Bai, Hongbin Sun. Latent Feature and Attention Dual Erasure Attack against Multi-View Diffusion Models for 3D Assets Protection[C]. IEEE International Conference on Multimedia and Expo (ICME), 2025: 1-9.

Xuchong Zhang, Changfeng Sun, Haoliang Han, Hongbin Sun. Object-Fabrication Targeted Attack for Object Detection[J]. Neurocomputing, 2025, 627: 129561.

Jiaxue Pang, Liming Chen, Yijie Jia, Weihuang Chen, Xuchong Zhang*, Hongbin Sun. HVUE Planner: 3D UAV Path Planner Using Hierarchical Visibility Graph in Unknown Environments[C]. International Conference on Intelligent Robotics and Applications (ICIRA), 2024: 107-121.

Changfeng Sun, Xuchong Zhang*, Haoliang Han, Hongbin Sun. Targeted Context Attack for Object Detection[J]. Neurocomputing, 2024, 601: 128208.

Changfeng Sun, Xuchong Zhang*, et al., Physical Strip Attack for Object Detection in Optical Remote Sensing[J]. IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024, 62:1-11.

Baoting Li, Danqing Zhang, Pengfei Zhao, Hang Wang,Xuchong Zhang, Hongbin Sun, Nanning  Zheng.DQ-STP: An Efficient Sparse On-Device Training Processor Based on Low-Rank Decomposition and Quantization for DNN. IEEE Transactions on Circuits and Systems I: Regular Papers, 2024, 71(4): 1665-1678.

Xuchong Zhang, Chong Min, Yijie Jia, et al.,Boosting Lidar 3D Object Detection with Point CloudSemantic Segmentation[C].  IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.

Xuchong Zhang, Han Zhai, Jiaxing Liu, et al., Real-Time Infrared and Visible Image Fusion Network Using Adaptive Pixel Weighting Strategy[J].  Information Fusion, accepted, 2023.

Baoting Li, Hang Wang, Fujie Luo, Xuchong Zhang, et al., ACBN: Approximate Calculated Batch Normalization for Efficient DNN On-Device Training Processor[J]. IEEE Trans. Very Large Scale Integr. Syst. 31(6): 738-748 (2023).

汪航, 李宝婷, 张旭翀*等, 深度神经网络在线训练硬件加速器的数据量化综述[J]. 微电子学与计算机. 2023.04.

Xuchong Zhang, He Dai, et al., Efficient backbone architecture search for stereo depth estimation in autonomous driving[C]. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 2022: 355-362.

Hang Wang, Cheng Cheng, Xuchong Zhang, et al., Towards High-Quality Thermal Infrared Image Colorization via Attention-Based Hierarchical Network[J]. Neurocomputing, accepted, 2022.

Xuchong Zhang, Yongli Zhao, Hang Wang, Han Zhai, Hongbin Sun, Nanning Zheng. End-to-end learning of self-rectification and self-supervised disparity prediction for stereo vision[J]. Neurocomputing, 2022, 494:308-319.

He Dai#, Xuchong Zhang#, Hongbin Sun, et al. Adaptive Disparity Candidates Prediction Network for Efficient Real-Time Stereo Matching[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022, 32(5):3099-3110. (#co-first author)

Baoting Li, Hang Wang, Xuchong Zhang, et al. Dynamic Dataflow Scheduling and Computation Mapping Techniques for Efficient Depthwise Separable Convolution Acceleration [J]. IEEE Transactions on Circuits and Systems - I Regular Papers (TCAS-I), 2021, 68(8):3279-3292.

Xuchong Zhang, He Dai, Hongbin Sun, and Nanning Zheng. Algorithm and VLSI architecture co-exploration on efficient semi-global stereo matching[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020, 30(11): 4390-4403.

Hang Wang, Xiang Li, Xuchong Zhang, et al. A 4K×2K@60fps Multifunctional Video Display Processor for High Perceptual Image Quality[J]. IEEE Transactions on Circuits and Systems - I Regular Papers (TCAS-I), 2020, 451-463.

Xuchong Zhang, Hongbin Sun, Shiqiang Chen, Lin Song and Nanning Zheng. NIPM-sWMF: towards efficient FPGA design for high-definition large-disparity stereo matching [J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019, 29(5): 1530-1543.

Xuchong Zhang, He Dai, M, Miaomiao Sang, et, al. PMSGM: PatchMatch Semi-Global Matching for Efficient Stereo Correspondence[C]. China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI), 2019.

Xuchong Zhang, Hongbin Sun, Shiqiang Chen and Nanning Zheng. Architecture exploration of guided image filtering for 1080P@60Hz video processing[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018, 28(1): 230-241.

Hang Wang, Hongbin Sun, Xuchong Zhang, Nanning Zheng, et al. A 4K×2K@60fps multi-format multi-function display processor for high perceptual quality[C]. IEEE Asia Pacific Conference on Circuits and Systems, 2018:427-430.

Shiqiang Chen, Xuchong Zhang, Hongbin Sun and Nanning Zheng. sWMF: separable weighted median filter for efficient large-disparity stereo matching[C]. IEEE International Symposium on Circuits and Systems (ISCAS), 2017: 1-4. 

Qiubo Chen, Hongbin Sun, Xuchong Zhang, Huibin Tao, Jie Yang, Jizhong Zhao, Nanning Zheng. Algorithm and VLSI architecture of edge-directed image upscaling for 4K display system[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2016, 26(9):1758-1771. 

Zenghua Cheng, Xuchong Zhang, Hongbin Sun, et al. VLSI design of edge-preserving coding artifacts reduction for display processing[C]. IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2015: 255-261.