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Yefei He
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Datasetdm: Synthesizing data with perception annotations using diffusion models
W Wu, Y Zhao, H Chen, Y Gu, R Zhao, Y He, H Zhou, MZ Shou, C Shen
Advances in Neural Information Processing Systems 36, 54683-54695, 2023
902023
PTQD: Accurate Post-Training Quantization for Diffusion Models
Y He, L Liu, J Liu, W Wu, H Zhou, B Zhuang
Conference on Neural Information Processing Systems, 2023
732023
Efficientdm: Efficient quantization-aware fine-tuning of low-bit diffusion models
Y He, J Liu, W Wu, H Zhou, B Zhuang
International Conference on Learning Representations, 2024
352024
Bivit: Extremely compressed binary vision transformers
Y He, Z Lou, L Zhang, J Liu, W Wu, H Zhou, B Zhuang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
312023
Draganything: Motion control for anything using entity representation
W Wu, Z Li, Y Gu, R Zhao, Y He, DJ Zhang, MZ Shou, Y Li, T Gao, ...
European Conference on Computer Vision, 331-348, 2025
302025
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
A Liu, J Liu, Z Pan, Y He, G Haffari, B Zhuang
arXiv preprint arXiv:2405.14366, 2024
242024
Paragraph-to-image generation with information-enriched diffusion model
W Wu, Z Li, Y He, MZ Shou, C Shen, L Cheng, Y Li, T Gao, D Zhang, ...
arXiv preprint arXiv:2311.14284, 2023
172023
ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification
Y He, L Zhang, W Wu, J Liu, H Zhou, B Zhuang
Conference on Neural Information Processing Systems, 2024
112024
Root quantization: a self-adaptive supplement STE
L Zhang, Y He, Z Lou, X Ye, Y Wang, H Zhou
Applied Intelligence 53 (6), 6266-6275, 2023
82023
Zipvl: Efficient large vision-language models with dynamic token sparsification and kv cache compression
Y He, F Chen, J Liu, W Shao, H Zhou, K Zhang, B Zhuang
arXiv preprint arXiv:2410.08584, 2024
62024
DSText V2: A comprehensive video text spotting dataset for dense and small text
W Wu, Y Zhang, Y He, L Zhang, Z Lou, H Zhou, X Bai
Pattern Recognition 149, 110177, 2024
62024
Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM
L Zhang, W Fei, W Wu, Y He, Z Lou, H Zhou
arXiv preprint arXiv:2310.04836, 2023
52023
Integrated equipment for Parkinson’s disease early detection using graph convolution network
Y He, T Yang, C Yang, H Zhou
Electronics 11 (7), 1154, 2022
52022
Binarizing by classification: Is soft function really necessary?
Y He, L Zhang, W Wu, H Zhou
IEEE Transactions on Circuits and Systems for Video Technology 34 (2), 973-982, 2023
42023
Zipar: Accelerating autoregressive image generation through spatial locality
Y He, F Chen, Y He, S He, H Zhou, K Zhang, B Zhuang
arXiv preprint arXiv:2412.04062, 2024
22024
Rethinking the value of local feature fusion in convolutional neural networks
Z Lou, X Ye, L Zhang, W Wu, Y He, H Zhou
Neural Processing Letters 55 (7), 9085-9100, 2023
22023
Data-Free Quantization with Accurate Activation Clipping and Adaptive Batch Normalization
Y He, L Zhang, W Wu, H Zhou
Neural Processing Letters 55 (8), 10555-10568, 2023
22023
ME-Switch: A Memory-Efficient Expert Switching Framework for Large Language Models
J Liu, R Gong, M Zhang, Y He, J Cai, B Zhuang
arXiv preprint arXiv:2406.09041, 2024
12024
Towards Accurate Post-training Quantization for Reparameterized Models
L Zhang, Y He, W Fei, Z Lou, W Wu, YW Ying, H Zhou
arXiv preprint arXiv:2402.16121, 2024
2024
Supplementary Material for PTQD: Accurate Post-Training Quantization for Diffusion Models
Y He, L Liu, J Liu, W Wu, H Zhou, B Zhuang
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