Yefei He

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 24

Top Topics

Quantization Error

Diffusion Models

Top Venues

Neural Process. Lett.

Pattern Recognit.

Publications

Weijia Wu, Yiming Zhang, Yefei He, Luoming Zhang, Zhenyu Lou, Hong Zhou, Xiang Bai
DSText V2: A comprehensive video text spotting dataset for dense and small text. Pattern Recognit. 149 (2024)
Luoming Zhang, Yefei He, Wen Fei, Zhenyu Lou, Weijia Wu, Yangwei Ying, Hong Zhou
Towards Accurate Post-training Quantization for Reparameterized Models. CoRR (2024)
Weijia Wu, Zhuang Li, Yuchao Gu, Rui Zhao, Yefei He, David Junhao Zhang, Mike Zheng Shou, Yan Li, Tingting Gao, Di Zhang
DragAnything: Motion Control for Anything using Entity Representation. CoRR (2024)
Akide Liu, Jing Liu, Zizheng Pan, Yefei He, Gholamreza Haffari, Bohan Zhuang
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models. CoRR (2024)
Yefei He, Luoming Zhang, Weijia Wu, Jing Liu, Hong Zhou, Bohan Zhuang
ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification. CoRR (2024)
Yefei He, Luoming Zhang, Weijia Wu, Hong Zhou
Binarizing by Classification: Is Soft Function Really Necessary? IEEE Trans. Circuits Syst. Video Technol. 34 (2) (2024)
Yefei He, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models. ICLR (2024)
Jing Liu, Ruihao Gong, Mingyang Zhang, Yefei He, Jianfei Cai, Bohan Zhuang
ME-Switch: A Memory-Efficient Expert Switching Framework for Large Language Models. CoRR (2024)
Weijia Wu, Yiming Zhang, Yefei He, Luoming Zhang, Zhenyu Lou, Hong Zhou, Xiang Bai
DSText V2: A Comprehensive Video Text Spotting Dataset for Dense and Small Text. CoRR (2023)
Yefei He, Zhenyu Lou, Luoming Zhang, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang
BiViT: Extremely Compressed Binary Vision Transformers. ICCV (2023)
Yefei He, Luoming Zhang, Weijia Wu, Hong Zhou
Data-Free Quantization with Accurate Activation Clipping and Adaptive Batch Normalization. Neural Process. Lett. 55 (8) (2023)
Yefei He, Luping Liu, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang
PTQD: Accurate Post-Training Quantization for Diffusion Models. NeurIPS (2023)
Weijia Wu, Yuzhong Zhao, Hao Chen, Yuchao Gu, Rui Zhao, Yefei He, Hong Zhou, Mike Zheng Shou, Chunhua Shen
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models. NeurIPS (2023)
Yefei He, Luping Liu, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang
PTQD: Accurate Post-Training Quantization for Diffusion Models. CoRR (2023)
Yefei He, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models. CoRR (2023)
Weijia Wu, Yuzhong Zhao, Hao Chen, Yuchao Gu, Rui Zhao, Yefei He, Hong Zhou, Mike Zheng Shou, Chunhua Shen
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models. CoRR (2023)
Luoming Zhang, Yefei He, Zhenyu Lou, Xin Ye, Yuxing Wang, Hong Zhou
Root quantization: a self-adaptive supplement STE. Appl. Intell. 53 (6) (2023)
Luoming Zhang, Wen Fei, Weijia Wu, Yefei He, Zhenyu Lou, Hong Zhou
Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM. CoRR (2023)
Zhenyu Lou, Xin Ye, Luoming Zhang, Weijia Wu, Yefei He, Hong Zhou
Rethinking the Value of Local Feature Fusion in Convolutional Neural Networks. Neural Process. Lett. 55 (7) (2023)
Weijia Wu, Zhuang Li, Yefei He, Mike Zheng Shou, Chunhua Shen, Lele Cheng, Yan Li, Tingting Gao, Di Zhang, Zhongyuan Wang
Paragraph-to-Image Generation with Information-Enriched Diffusion Model. CoRR (2023)
Yefei He, Zhenyu Lou, Luoming Zhang, Weijia Wu, Bohan Zhuang, Hong Zhou
BiViT: Extremely Compressed Binary Vision Transformer. CoRR (2022)
Yefei He, Luoming Zhang, Weijia Wu, Hong Zhou
Binarizing by Classification: Is soft function really necessary? CoRR (2022)
Yefei He, Luoming Zhang, Weijia Wu, Hong Zhou
Data-Free Quantization with Accurate Activation Clipping and Adaptive Batch Normalization. CoRR (2022)
David C. Schwebel, Joan Severson, Yefei He
Using smartphone technology to deliver a virtual pedestrian environment: usability and validation. Virtual Real. 21 (3) (2017)
Yefei He, James F. Cremer, Yiannis E. Papelis
Real-Time Extendible-Resolution Display of On-line Dynamic Terrain. Graphics Interface (2002)