Efficient Block Pruning Based on Kernel and Feature Stablization. - Sheng Xu 007; Hanlin Chen; Kexin Liu; Jinhu Lü; Baochang Zhang 001 (DICTA, 2019)

Effective Feature Enhancement and Model Ensemble Strategies in Tiny Object Detection. - Yuan Feng; Xiaodi Wang; Ying Xin; Bin Zhang; Jingwei Liu; Mingyuan Mao; Sheng Xu 007; Baochang Zhang 001; Shumin Han (ECCV Workshops (5), 2020)

The 1st Tiny Object Detection Challenge: Methods and Results. - Xuehui Yu; Zhenjun Han; Yuqi Gong; Nan Jan; Jian Zhao 006; Qixiang Ye; Jie Chen 001; Yuan Feng; Bin Zhang; Xiaodi Wang; Ying Xin; Jingwei Liu; et al. (ECCV Workshops (5), 2020)

POEM: 1-bit Point-wise Operations based on Expectation-Maximization for Efficient Point Cloud Processing. - Sheng Xu 007; Junhe Zhao; Yanjing Li; Baochang Zhang 001; Guodong Guo (BMVC, 2021)

Layer-Wise Searching for 1-Bit Detectors. - Sheng Xu 007; Junhe Zhao; Jinhu Lu; Baochang Zhang 001; Shumin Han; David S. Doermann (CVPR, 2021)

Efficient structured pruning based on deep feature stabilization. - Sheng Xu 007; Hanlin Chen; Xuan Gong; Kexin Liu; Jinhu Lü; Baochang Zhang 001 (Neural Comput. Appl., 2021)

FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data. - Shuyuan Yan; Bolin Ding; Wei Guo; Jingren Zhou 001; Zhewei Wei; Xiaowei Jiang; Sheng Xu 007 (Proc. VLDB Endow., 2021)

Unleashing the Potential of Vision-Language Models for Long-Tailed Visual Recognition. - Teli Ma; Shijie Geng; Mengmeng Wang 005; Sheng Xu 007; Hongsheng Li 001; Baochang Zhang 001; Peng Gao 007; Yu Qiao 001 (BMVC, 2022)

Recurrent Bilinear Optimization for Binary Neural Networks. - Sheng Xu 007; Yanjing Li; Tiancheng Wang; Teli Ma; Baochang Zhang 001; Peng Gao 007; Yu Qiao 001; Jinhu Lü; Guodong Guo (ECCV (24), 2022)

IDa-Det: An Information Discrepancy-Aware Distillation for 1-Bit Detectors. - Sheng Xu 007; Yanjing Li; Bohan Zeng; Teli Ma; Baochang Zhang 001; Xianbin Cao 001; Peng Gao 007; Jinhu Lü (ECCV (11), 2022)

Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer. - Yanjing Li; Sheng Xu 007; Baochang Zhang 001; Xianbin Cao 001; Peng Gao 007; Guodong Guo (NeurIPS, 2022)

TerViT: An Efficient Ternary Vision Transformer. - Sheng Xu 007; Yanjing Li; Teli Ma; Bohan Zeng; Baochang Zhang 001; Peng Gao 007; Jinhu Lv (CoRR, 2022)

Towards Compact 1-bit CNNs via Bayesian Learning. - Junhe Zhao; Sheng Xu 007; Baochang Zhang 001; Jiaxin Gu; David S. Doermann; Guodong Guo (Int. J. Comput. Vis., 2022)

Filter pruning via expectation-maximization. - Sheng Xu 007; Yanjing Li; Linlin Yang; Baochang Zhang 001; Dianmin Sun; Kexin Liu (Neural Comput. Appl., 2022)

Data-adaptive binary neural networks for efficient object detection and recognition. - Junhe Zhao; Sheng Xu 007; Runqi Wang; Baochang Zhang 001; Guodong Guo; David S. Doermann; Dianmin Sun (Pattern Recognit. Lett., 2022)

BiRe-ID: Binary Neural Network for Efficient Person Re-ID. - Sheng Xu 007; Chang Liu; Baochang Zhang 001; Jinhu Lü; Guodong Guo; David S. Doermann (ACM Trans. Multim. Comput. Commun. Appl., 2022)

Resilient Binary Neural Network. - Sheng Xu 007; Yanjing Li; Teli Ma; Mingbao Lin; Hao Dong 003; Baochang Zhang 001; Peng Gao 007; Jinhu Lu (AAAI, 2023)

Implicit Diffusion Models for Continuous Super-Resolution. - Sicheng Gao; Xuhui Liu; Bohan Zeng; Sheng Xu 007; Yanjing Li; Xiaoyan Luo; Jianzhuang Liu; Xiantong Zhen; Baochang Zhang 001 (CVPR, 2023)

Q-DETR: An Efficient Low-Bit Quantized Detection Transformer. - Sheng Xu 007; Yanjing Li; Mingbao Lin; Peng Gao 007; Guodong Guo; Jinhu Lü; Baochang Zhang 001 (CVPR, 2023)

Representation Disparity-aware Distillation for 3D Object Detection. - Yanjing Li; Sheng Xu 007; Mingbao Lin; Jihao Yin; Baochang Zhang 001; Xianbin Cao 001 (ICCV, 2023)

Q-DM: An Efficient Low-bit Quantized Diffusion Model. - Yanjing Li; Sheng Xu 007; Xianbin Cao 001; Xiao Sun; Baochang Zhang 001 (NeurIPS, 2023)

DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs. - Yanjing Li; Sheng Xu 007; Xianbin Cao 001; Li'an Zhuo; Baochang Zhang 001; Tian Wang 002; Guodong Guo (Int. J. Comput. Vis., 2023)

Neural Networks with Model Compression - Baochang Zhang 001; Tiancheng Wang; Sheng Xu 007; David S. Doermann (Springer, 2024)

Bi-ViT: Pushing the Limit of Vision Transformer Quantization. - Yanjing Li; Sheng Xu 007; Mingbao Lin; Xianbin Cao 001; Chuanjian Liu; Xiao Sun; Baochang Zhang 001 (AAAI, 2024)

Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement. - Sheng Xu 007; Mingze Wang; Yanjing Li; Mingbao Lin; Baochang Zhang 001; David S. Doermann; Xiao Sun (ICML, 2024)

RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model. - Mingze Wang; Keyan Chen; Lili Su; Cilin Yan; Sheng Xu 007; Haotian Zhang; Pengcheng Yuan; Xiaolong Jiang; Baochang Zhang 001 (CoRR, 2024)

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset. - Zhiming Wang; Mingze Wang; Sheng Xu 007; Yanjing Li; Baochang Zhang 001 (CoRR, 2024)

RSBuilding: Toward General Remote Sensing Image Building Extraction and Change Detection With Foundation Model. - Mingze Wang; Lili Su; Cilin Yan; Sheng Xu 007; Pengcheng Yuan; Xiaolong Jiang; Baochang Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Calibrated gradient descent of convolutional neural networks for embodied visual recognition. - Zhiming Wang; Sheng Xu 007; Li'an Zhuo; Baochang Zhang 001; Yanjing Li; Zhenqian Wang; Guodong Guo (Image Vis. Comput., 2025)

ChatAnyone: Stylized Real-time Portrait Video Generation with Hierarchical Motion Diffusion Model. - Jinwei Qi; Chaonan Ji; Sheng Xu 007; Peng Zhang 080; Bang Zhang; Liefeng Bo (CoRR, 2025)

Learning Accurate Low-bit Quantization towards Efficient Computational Imaging. - Sheng Xu 007; Yanjing Li; Chuanjian Liu; Baochang Zhang 001 (Int. J. Comput. Vis., 2025)

Squeeze10-LLM: Squeezing LLMs' Weights by 10 Times via a Staged Mixed-Precision Quantization Method. - Qingcheng Zhu; Yangyang Ren; Linlin Yang; Mingbao Lin; Yanjing Li; Sheng Xu 007; Zichao Feng; Haodong Zhu; Yuguang Yang 007; Juan Zhang; Runqi Wang; Baochang Zhang 001 (CoRR, 2025)

Wan-S2V: Audio-Driven Cinematic Video Generation. - Xin Gao; Li Hu; Siqi Hu; Mingyang Huang; Chaonan Ji; Dechao Meng; Jinwei Qi; Penchong Qiao; Zhen Shen; Yafei Song; Ke Sun; Linrui Tian; et al. (CoRR, 2025)

Wan-Animate: Unified Character Animation and Replacement with Holistic Replication. - Gang Cheng; Xin Gao; Li Hu; Siqi Hu; Mingyang Huang; Chaonan Ji; Ju Li; Dechao Meng; Jinwei Qi; Penchong Qiao; Zhen Shen; Yafei Song; et al. (CoRR, 2025)