ADEQ: Adaptive Diversity Enhancement for Zero-Shot Quantization. - Xinrui Chen 001; Renao Yan; Junru Cheng; Yizhi Wang; Yuqiu Fu; Yi Chen; Tian Guan; Yonghong He (ICONIP (1), 2023)

TexQ: Zero-shot Network Quantization with Texture Feature Distribution Calibration. - Xinrui Chen 001; Yizhi Wang; Renao Yan; Yiqing Liu; Tian Guan; Yonghong He (NeurIPS, 2023)

HIQ: One-Shot Network Quantization for Histopathological Image Classification. - Xinrui Chen 001; Renao Yan; Yizhi Wang; Jiawen Li 005; Junru Cheng; Tian Guan; Yonghong He (ICASSP, 2024)

Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis. - Xitong Ling; Minxi Ouyang; Yizhi Wang; Xinrui Chen 001; Renao Yan; Hongbo Chu; Junru Cheng; Tian Guan; Sufang Tian; Xiaoping Liu; Yonghong He (ACM Multimedia, 2024)

Segmentation and thickness calculation of glomerular basement membrane using RADS-Net in glomerular microscopic images. - Yizhi Wang; Yiqing Liu; Yuqiu Fu; Xinrui Chen 001; Shuyan Zhao; Jing Ye; Yonghong He; Zhe Wang 043; Tian Guan; Jing Li (Biomed. Signal Process. Control., 2024)

Zero-shot Quantization for Large-kernels via Shape-based Distribution and Diversity Self-distillation. - Yao Li; Zhuozhen Yu; Xinrui Chen 001; Shunzhou Wang; Hang Yuan; Wei Gao 003 (ICASSP, 2025)

Low-Bit-Width Zero-Shot Quantization With Soft Feature-Infused Hints for IoT Systems. - Xinrui Chen 001; Yizhi Wang; Yao Li; Xitong Ling; Mengkui Li; Ruikang Liu; Minxi Ouyang; Kang Zhao; Tian Guan; Yonghong He (IEEE Internet Things J., 2025)

A Simple Linear Patch Revives Layer-Pruned Large Language Models. - Xinrui Chen 001; Haoli Bai; Tao Yuan; Ruikang Liu; Kang Zhao; Xianzhi Yu; Lu Hou 002; Tian Guan; Yonghong He; Chun Yuan (CoRR, 2025)

Prune&Comp: Free Lunch for Layer-Pruned LLMs via Iterative Pruning with Magnitude Compensation. - Xinrui Chen 001; Hongxing Zhang; Fanyi Zeng; Yongxian Wei; Yizhi Wang; Xitong Ling; Guanghao Li; Chun Yuan (CoRR, 2025)