Xiaoyu Liu

According to our database, Xiaoyu Liu authored at least 33 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

ScribPreDiff: Preference-Guided Latent-Alignment Diffusion for Scribble-Supervised Microscopy Instance Segmentation.

Miaomiao Cai, Xiaoyu Liu, Zhiwei Xiong

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Multi-Granularity Semantic Revision for Large Language Model Distillation.

Xiaoyu Liu, Yun Zhang, Wei Li, Simiao Li, Xudong Huang, Hanting Chen, Yehui Tang, Jie Hu, Zhiwei Xiong, Yunhe Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Efficient Plug-and-Play Weight Refinement for Sparse Large Models.

Jingcheng Xie, Yinda Chen, Xiaoyu Liu, Yinglong Li, Haoyuan Shi, Zhiwei Xiong

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Dual form Complementary Masking for Domain-Adaptive Image Segmentation.

Jiawen Wang, Yinda Chen, Xiaoyu Liu, Che Liu, Dong Liu, Jianqing Gao, Zhiwei Xiong

CoRR, July, 2025

AnimateAnywhere: Rouse the Background in Human Image Animation.

Xiaoyu Liu, Mingshuai Yao, Yabo Zhang, Xilin Chen, Peiran Ren, Xiaoming Li, Ming Liu, Wangmeng Zuo

CoRR, April, 2025

BioSAM: Generating SAM Prompts From Superpixel Graph for Biological Instance Segmentation.

Miaomiao Cai, Xiaoyu Liu, Zhiwei Xiong, Xuejin Chen

IEEE J. Biomed. Health Informatics, January, 2025

QMamba: Post-Training Quantization for Vision State Space Models.

Yinglong Li, Xiaoyu Liu, Jiacheng Li, Ruikang Xu, Yinda Chen, Zhiwei Xiong

CoRR, January, 2025

Graph relation distillation for efficient biomedical instance segmentation.

Xiaoyu Liu, Yueyi Zhang, Zhiwei Xiong, Wei Huang, Bo Hu, Xiaoyan Sun, Feng Wu

Pattern Recognit., 2025

SwinDDF: Dense Dynamic Fusion Network for 3D Segmentation of Complex-Shaped Nuclei.

Hao Xie, Te Shi, Xiaoyu Liu, Jun Guo, Chunying Yin, Haiqun Jin, Zhiwei Xiong, Ruobing Zhang

Proceedings of the Machine Learning in Medical Imaging - 16th International Workshop, 2025

MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation.

Jiawen Wang, Yinda Chen, Xiaoyu Liu, Che Liu, Dong Liu, Jianqing Gao, Zhiwei Xiong

Proceedings of the Forty-second International Conference on Machine Learning, 2025

CBQ: Cross-Block Quantization for Large Language Models.

Xin Ding, Xiaoyu Liu, Zhijun Tu, Yun Zhang, Wei Li, Jie Hu, Hanting Chen, Yehui Tang, Zhiwei Xiong, Baoqun Yin, Yunhe Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

TokenUnify: Scaling Up Autoregressive Pretraining for Neuron Segmentation.

Yinda Chen, Haoyuan Shi, Xiaoyu Liu, Te Shi, Ruobing Zhang, Dong Liu, Zhiwei Xiong, Feng Wu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

GTGM: Generative Text-Guided 3D Vision-Language Pretraining for Medical Image Segmentation.

Yinda Chen, Che Liu, Wei Huang, Xiaoyu Liu, Haoyuan Shi, Sibo Cheng, Rossella Arcucci, Zhiwei Xiong

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

UniCompress: Enhancing Multi-Data Medical Image Compression with Knowledge Distillation.

Runzhao Yang, Yinda Chen, Zhihong Zhang, Xiaoyu Liu, Zongren Li, Kunlun He, Zhiwei Xiong, Jinli Suo, Qionghai Dai

CoRR, 2024

TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token Prediction.

Yinda Chen, Haoyuan Shi, Xiaoyu Liu, Te Shi, Ruobing Zhang, Dong Liu, Zhiwei Xiong, Feng Wu

CoRR, 2024

BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval.

Yinda Chen, Che Liu, Xiaoyu Liu, Rossella Arcucci, Zhiwei Xiong

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Learning Multiscale Consistency for Self-Supervised Electron Microscopy Instance Segmentation.

Yinda Chen, Wei Huang, Xiaoyu Liu, Shiyu Deng, Qi Chen, Zhiwei Xiong

Proceedings of the IEEE International Conference on Acoustics, 2024

SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions.

Xiaoyu Liu, Yuxiang Wei, Ming Liu, Xianhui Lin, Peiran Ren, Xuansong Xie, Wangmeng Zuo

Proceedings of the Computer Vision - ECCV 2024, 2024

PQ-SAM: Post-training Quantization for Segment Anything Model.

Xiaoyu Liu, Xin Ding, Lei Yu, Yuanyuan Xi, Wei Li, Zhijun Tu, Jie Hu, Hanting Chen, Baoqun Yin, Zhiwei Xiong

Proceedings of the Computer Vision - ECCV 2024, 2024

Distilling Semantic Priors from SAM to Efficient Image Restoration Models.

Quan Zhang, Xiaoyu Liu, Wei Li, Hanting Chen, Junchao Liu, Jie Hu, Zhiwei Xiong, Chun Yuan, Yunhe Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Cross-dimension Affinity Distillation for 3D EM Neuron Segmentation.

Xiaoyu Liu, Miaomiao Cai, Yinda Chen, Yueyi Zhang, Te Shi, Ruobing Zhang, Xuejin Chen, Zhiwei Xiong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation.

Yinda Chen, Wei Huang, Xiaoyu Liu, Qi Chen, Zhiwei Xiong

CoRR, 2023

PCTrans: Position-Guided Transformer with Query Contrast for Biological Instance Segmentation.

Qi Chen, Wei Huang, Xiaoyu Liu, Jiacheng Li, Zhiwei Xiong

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition.

Xiaoyu Liu, Ming Liu, Junyi Li, Shuai Liu, Xiaotao Wang, Lei Lei, Wangmeng Zuo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation.

Xiaoyu Liu, Wei Huang, Zhiwei Xiong, Shenglong Zhou, Yueyi Zhang, Xuejin Chen, Zheng-Jun Zha, Feng Wu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Soma Segmentation Benchmark in Full Adult Fly Brain.

Xiaoyu Liu, Bo Hu, Mingxing Li, Wei Huang, Yueyi Zhang, Zhiwei Xiong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising.

Junyi Li, Zhilu Zhang, Xiaoyu Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Wangmeng Zuo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Efficient Biomedical Instance Segmentation via Knowledge Distillation.

Xiaoyu Liu, Bo Hu, Wei Huang, Yueyi Zhang, Zhiwei Xiong

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Domain Adaptive Mitochondria Segmentation via Enforcing Inter-Section Consistency.

Wei Huang, Xiaoyu Liu, Zhen Cheng, Yueyi Zhang, Zhiwei Xiong

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Advanced Deep Networks for 3d Mitochondria Instance Segmentation.

Mingxing Li, Chang Chen, Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Biological Instance Segmentation with a Superpixel-Guided Graph.

Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report.

Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, Wangmeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kinli, Baris Özcan, Furkan Kiraç, Li Leyi, S. M. Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Learning Neuron Stitching for Connectomics.

Xiaoyu Liu, Yueyi Zhang, Zhiwei Xiong, Chang Chen, Wei Huang, Xuejin Chen, Feng Wu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021