Home monitoring system based on indoor service robot and wireless sensor network. - Chong Yu 001; Xiong Chen (Comput. Electr. Eng., 2013)

A hybrid two-dimensional path planning model based on frothing construction algorithm and local fast marching method. - Chong Yu 001; Qiwen Qiu; Xiong Chen (Comput. Electr. Eng., 2013)

Stepping robotic system based on cellular grid map. - Chong Yu 001; Xiong Chen (Int. J. Wirel. Mob. Comput., 2013)

Satellite Image Classification Using Morphological Component Analysis of Texture and Cartoon Layers. - Chong Yu 001; Qinfu Qiu; Yilu Zhao; Xiong Chen (IEEE Geosci. Remote. Sens. Lett., 2013)

Remote sensing image denoising application by generalized morphological component analysis. - Chong Yu 001; Xiong Chen (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Trajectory tracking of wheeled mobile robot by adopting iterative learning control with predictive, current, and past learning items. - Chong Yu 001; Xiong Chen (Robotica, 2015)

Steganography of Digital Watermark Based on Artificial Neural Networks in Image Communication and Intellectual Property Protection. - Chong Yu 001 (Neural Process. Lett., 2016)

Semi-supervised Three-dimensional Reconstruction Framework with GAN. - Chong Yu 001 (IJCAI, 2019)

Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner. - Chong Yu 001 (CVPR, 2021)

Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization. - Chong Yu 001; Tao Chen 003; Zhongxue Gan 001 (ACL (Findings), 2023)

Boost Vision Transformer with GPU-Friendly Sparsity and Quantization. - Chong Yu 001; Tao Chen 003; Zhongxue Gan 001; Jiayuan Fan 001 (CVPR, 2023)

Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend. - Chong Yu 001; Tao Chen 003; Zhongxue Gan 001 (IJCAI, 2023)

SpVOS: Efficient Video Object Segmentation With Triple Sparse Convolution. - Weihao Lin 002; Tao Chen 003; Chong Yu 001 (IEEE Trans. Image Process., 2023)

Boosting Residual Networks with Group Knowledge. - Shengji Tang; Peng Ye 006; Baopu Li; Weihao Lin 002; Tao Chen 003; Tong He 001; Chong Yu 001; Wanli Ouyang (AAAI, 2024)

MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer. - Jianjian Cao; Peng Ye 006; Shengze Li; Chong Yu 001; Yansong Tang; Jiwen Lu; Tao Chen 003 (CVPR, 2024)

Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression. - Hancheng Ye; Chong Yu 001; Peng Ye 006; Renqiu Xia; Yansong Tang; Jiwen Lu; Tao Chen 003; Bo Zhang 069 (CVPR, 2024)

Enhanced Sparsification via Stimulative Training. - Shengji Tang; Weihao Lin 002; Hancheng Ye; Peng Ye 006; Chong Yu 001; Baopu Li; Tao Chen 003 (ECCV (51), 2024)

Through the Real World Haze Scenes: Navigating the Synthetic-to-Real Gap in Challenging Image Dehazing. - Shijie Chen; Mohammad Mahdizadeh; Chong Yu 001; Jiayuan Fan 001; Tao Chen 003 (ICRA, 2024)

Spear: Evaluate the Adversarial Robustness of Compressed Neural Models. - Chong Yu 001; Tao Chen 003; Zhongxue Gan 001; Jiayuan Fan 001 (IJCAI, 2024)

S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning. - Weihao Lin 002; Shengji Tang; Chong Yu 001; Peng Ye 006; Tao Chen 003 (NeurIPS, 2024)

Once-Tuning-Multiple-Variants: Tuning Once and Expanded as Multiple Vision-Language Model Variants. - Chong Yu 001; Tao Chen 003; Zhongxue Gan 001 (CVPR, 2025)

Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning. - Maosen Zhao; Pengtao Chen; Chong Yu 001; Yan Wen 005; Xudong Tan; Tao Chen 003 (CVPR, 2025)

Boost Embodied AI Models with Robust Compression Boundary. - Chong Yu 001; Tao Chen 003; Zhongxue Gan 001 (IJCAI, 2025)

Efficient Architecture Search via Bi-Level Data Pruning. - Chongjun Tu; Peng Ye 006; Weihao Lin 002; Hancheng Ye; Chong Yu 001; Tao Chen 003; Baopu Li; Wanli Ouyang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Taylor-Series-Expansion-Based Vision Transformer Models. - Chong Yu 001; Tao Chen 003; Zhongxue Gan 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

EGM: Efficiently Learning General Motion Tracking Policy for High Dynamic Humanoid Whole-Body Control. - Chao Yang; Yingkai Sun; Peng Ye 006; Xin Chen; Chong Yu 001; Tao Chen 003 (CoRR, 2025)

MADTP++: Bridge the Gap Between Token and Weight Pruning for Accelerating VLTs. - Jianjian Cao; Chong Yu 001; Peng Ye 006; Tao Chen 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2026)

Dynamic Maclaurin-Series-Based Vision-Language-Action Model. - Chong Yu 001; Zhongxue Gan 001 (IEEE Robotics Autom. Lett., 2026)