FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin. - Zichen Yu; Changyong Shu; Jiajun Deng; Kangjie Lu; Zongdai Liu; Jiangyong Yu; Dawei Yang; Hui Li; Yan Chen (CoRR, 2023)

Four-gene signature based on machine learning filtration could predict prognosis of patients with breast cancer. - Bo Liu 024; Huina Wang; Xin Wang; Junqi Long; Xujie Zhuang; Xinchan Ji; Nian Zhu; Jinmeng Li; Ting Gao; Xuehui Zhang; Jiangyong Yu; Shuangtao Zhao (Expert Syst. J. Knowl. Eng., 2023)

I-LLM: Efficient Integer-Only Inference for Fully-Quantized Low-Bit Large Language Models. - Xing Hu 010; Yuan Cheng; Dawei Yang; Zhihang Yuan; Jiangyong Yu; Chen Xu; Sifan Zhou (CoRR, 2024)

Panoptic-FlashOcc: An Efficient Baseline to Marry Semantic Occupancy with Panoptic via Instance Center. - Zichen Yu; Changyong Shu; Qianpu Sun; Junjie Linghu; Xiaobao Wei; Jiangyong Yu; Zongdai Liu; Dawei Yang; Hui Li; Yan Chen (CoRR, 2024)

Post-training quantization for re-parameterization via coarse & fine weight splitting. - Dawei Yang; Ning He; Xing Hu 010; Zhihang Yuan; Jiangyong Yu; Chen Xu; Zhe Jiang 004 (J. Syst. Archit., 2024)

OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. - Xing Hu 010; Yuan Cheng; Dawei Yang; Zhixuan Chen; Zukang Xu; Jiangyong Yu; Chen Xu; Zhihang Yuan; Zhe Jiang 004; Sifan Zhou (ICLR, 2025)

MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods. - Zukang Xu; Yuxuan Yue; Xing Hu 010; Dawei Yang; Zhihang Yuan; Zixu Jiang; Zhixuan Chen; Jiangyong Yu; Chen Xu; Sifan Zhou (ICLR, 2025)

OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting. - Xing Hu 010; Yuan Cheng; Dawei Yang; Zukang Xu; Zhihang Yuan; Jiangyong Yu; Chen Xu; Zhe Jiang 004; Sifan Zhou (CoRR, 2025)

MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization. - Jiangyong Yu; Sifan Zhou; Dawei Yang; Shuo Wang 001; Shuoyu Li; Xing Hu 010; Chen Xu; Zukang Xu; Changyong Shu; Zhihang Yuan (CoRR, 2025)

Q-PETR: Quant-aware Position Embedding Transformation for Multi-View 3D Object Detection. - Jiangyong Yu; Changyong Shu; Dawei Yang; Zichen Yu; Xing Hu 010; Yan Chen (CoRR, 2025)

RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization. - Chen Xu; Yuxuan Yue; Zukang Xu; Xing Hu 010; Jiangyong Yu; Zhixuan Chen; Sifan Zhou; Zhihang Yuan; Dawei Yang (CoRR, 2025)

MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance. - Xing Hu 010; Zhixuan Chen; Dawei Yang; Zukang Xu; Chen Xu; Zhihang Yuan; Sifan Zhou; Jiangyong Yu (CoRR, 2025)