2026

ACM International Conference on Multimedia (ACM MM)

GEAR: Reconstruction of Classical Paintings via Geometry Grounding and Appearance Restitution

Qinyu Zhang, Xinda Liu, Yunchen Li, Yunzhuo Liu, Chenxi Hu, Kang Li, Guohua Geng

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BibTex +
@inproceedings{zhang2026gear,
  title={GEAR: Reconstruction of Classical Paintings via Geometry Grounding and Appearance Restitution},
  author={Zhang, Qinyu and Liu, Xinda and Li, Yunchen and Liu, Yunzhuo and Hu, Chenxi and Li, Kang and Geng, Guohua},
  booktitle={Proceedings of the 34th ACM International Conference on Multimedia (ACM MM)},
  year={2026}
}
Computer Animation and Virtual Worlds

From SVG to DSVG: Leveraging Foveal Visual Cues to Mitigate Cybersickness in Redirected Walking

Xinda Liu, Yongbo Tang, Xiaoning Liu, Pengbo Zhou, Guohua Geng

PDF DOI
BibTex +
@article{liu2026dsvg,
  title={From SVG to DSVG: Leveraging Foveal Visual Cues to Mitigate Cybersickness in Redirected Walking},
  author={Xinda Liu and Yongbo Tang and Xiaoning Liu and Pengbo Zhou and Guohua Geng},
  journal={Computer Animation and Virtual Worlds},
  volume={37},
  number={4},
  pages={e70145},
  year={2026},
  doi={10.1002/cav.70145},
  publisher={Wiley}
}
Knowledge-Based Systems

Knowledge-injected prompt tuning with semantic regularization for fine-grained image recognition

Qinyu Zhang, Xinda Liu, Qi Liu, Pengbo Zhou, Guohua Geng

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BibTex +
@article{zhang2026knowledge,
  title={Knowledge-injected prompt tuning with semantic regularization for fine-grained image recognition},
  author={Qinyu Zhang and Xinda Liu and Qi Liu and Pengbo Zhou and Guohua Geng},
  journal={Knowledge-Based Systems},
  volume={346},
  pages={116115},
  year={2026},
  doi={10.1016/j.knosys.2026.116115},
  publisher={Elsevier}
}
Multimedia Systems

Attention-guided multi-scale local reconstruction for point clouds via masked autoencoder self-supervised learning

Xin Cao, Haoyu Wang, Jiaxu Shi, Linzhi Su, Xinda Liu, Kang Li

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BibTex +
@article{cao2026attention,
  title={Attention-guided multi-scale local reconstruction for point clouds via masked autoencoder self-supervised learning},
  author={Xin Cao and Haoyu Wang and Jiaxu Shi and Linzhi Su and Xinda Liu and Kang Li},
  journal={Multimedia Systems},
  volume={32},
  number={2},
  pages={109},
  year={2026},
  doi={10.1007/s00530-025-02165-x},
  publisher={Springer}
}
Pattern Recognition

Structured-condensed prompt tuning in vision-language models for fine-grained image recognition

Xinda Liu, Qinyu Zhang, Weiqing Min, Guohua Geng, Shuqiang Jiang

PDF DOI
BibTex +
@article{liu2026structured,
  title={Structured-condensed prompt tuning in vision-language models for fine-grained image recognition},
  author={Xinda Liu and Qinyu Zhang and Weiqing Min and Guohua Geng and Shuqiang Jiang},
  journal={Pattern Recognition},
  volume={179},
  pages={113610},
  year={2026},
  doi={10.1016/j.patcog.2026.113610},
  publisher={Elsevier}
}
npj Heritage Science

InSwAV: involution enhanced feature clustering and swapped assignments for porcelain relic microscopic image classification

Yangyang Liu, Jiatong Liu, Xinda Liu, Guohua Geng, Zhan Li

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BibTex +
@article{liu2026inswav,
  title={InSwAV: involution enhanced feature clustering and swapped assignments for porcelain relic microscopic image classification},
  author={Yangyang Liu and Jiatong Liu and Xinda Liu and Guohua Geng and Zhan Li},
  journal={npj Heritage Science},
  volume={14},
  number={1},
  pages={117},
  year={2026},
  doi={10.1038/s40494-026-02391-0},
  publisher={Springer}
}
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG)

From Structure to Semantics: Hypergraph-Based AR Assembly Guidance with LLM-Mediated Narration

Xinda Liu, Bowei Zhang, Jiaju Xu, Jian Wu, Guohua Geng, Lili Wang

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BibTex +
@article{liu2026hypergraph,
  title={From Structure to Semantics: Hypergraph-Based AR Assembly Guidance with LLM-Mediated Narration},
  author={Xinda Liu and Bowei Zhang and Jiaju Xu and Jian Wu and Guohua Geng and Lili Wang},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  volume={32},
  number={5},
  pages={4688--4698},
  year={2026},
  doi={10.1109/tvcg.2026.3679877},
  publisher={IEEE}
}
IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)

Walking in the Wild: Safe and Natural Redirected Walking in Open Physical Spaces

Xinda Liu, Qinyu Zhang, Guoqiang Yang, Yunchen Li, Jian Wu, Guohua Geng, Lili Wang

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BibTex +
@inproceedings{liu2026walking,
  title={Walking in the Wild: Safe and Natural Redirected Walking in Open Physical Spaces},
  author={Xinda Liu and Qinyu Zhang and Guoqiang Yang and Yunchen Li and Jian Wu and Guohua Geng and Lili Wang},
  booktitle={IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)},
  pages={707--717},
  year={2026},
  doi={10.1109/vr67842.2026.00090},
  publisher={IEEE}
}

2025

npj Heritage Science

Blockchain in digital cultural heritage resources: technological integration, consensus mechanisms, and future directions

Xinda Liu, FeiHao Dong, Wuyang Shui, Guohua Geng

PDF DOI
BibTex +
@article{liu2025blockchain,
  title={Blockchain in digital cultural heritage resources: technological integration, consensus mechanisms, and future directions},
  author={Xinda Liu and FeiHao Dong and Wuyang Shui and Guohua Geng},
  journal={npj Heritage Science},
  volume={13},
  number={1},
  pages={235},
  year={2025},
  doi={10.1038/s40494-025-01818-4},
  publisher={Springer}
}
Computers and Electronics in Agriculture

Solutions and challenges in AI-based pest and disease recognition

Xinda Liu, Qinyu Zhang, Weiqing Min, Guohua Geng, Shuqiang Jiang

PDF DOI
BibTex +
@article{liu2025pest,
  title={Solutions and challenges in AI-based pest and disease recognition},
  author={Xinda Liu and Qinyu Zhang and Weiqing Min and Guohua Geng and Shuqiang Jiang},
  journal={Computers and Electronics in Agriculture},
  volume={238},
  pages={110775},
  year={2025},
  doi={10.1016/j.compag.2025.110775},
  publisher={Elsevier}
}
Neural Networks

CMFF: Cross-modal feature fusion network for robust point cloud completion

Jian Gao, Yuhe Zhang, Pengbo Zhou, Xinda Liu, Longquan Yan, Mingquan Zhou, Guohua Geng

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BibTex +
@article{gao2025cmff,
  title={CMFF: Cross-modal feature fusion network for robust point cloud completion},
  author={Jian Gao and Yuhe Zhang and Pengbo Zhou and Xinda Liu and Longquan Yan and Mingquan Zhou and Guohua Geng},
  journal={Neural Networks},
  volume={192},
  pages={107930},
  year={2025},
  doi={10.1016/j.neunet.2025.107930},
  publisher={Elsevier}
}
计算机辅助设计与图形学学报

文化遗产保护中虚拟现实技术研究进展

刘鑫达, 李康, 耿国华, 周明全

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BibTex +
@article{liu2025vrheritageCN,
  title={文化遗产保护中虚拟现实技术研究进展},
  author={刘鑫达 and 李康 and 耿国华 and 周明全},
  journal={计算机辅助设计与图形学学报},
  volume={37},
  number={4},
  pages={545--560},
  year={2025}
}
npj Heritage Science

Multiple channel GCN with multiple directional Gaussian for porcelain microscopic image classification

Xinda Liu, Jinkai Zhen, Yangyang Liu, Guohua Geng, Wuyang Shui

PDF DOI
BibTex +
@article{liu2025porcelain,
  title={Multiple channel GCN with multiple directional Gaussian for porcelain microscopic image classification},
  author={Xinda Liu and Jinkai Zhen and Yangyang Liu and Guohua Geng and Wuyang Shui},
  journal={npj Heritage Science},
  volume={13},
  number={1},
  pages={254},
  year={2025},
  doi={10.1038/s40494-025-01716-9},
  publisher={Springer}
}
西北大学学报(自然科学版)

面向非遗美术图像分类的提示学习方法

张秦瑜, 刘鑫达, 鲁倬铭, 周明全

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BibTex +
@article{zhang2025nwujournal,
  title={面向非遗美术图像分类的提示学习方法},
  author={张秦瑜 and 刘鑫达 and 鲁倬铭 and 周明全},
  journal={西北大学学报(自然科学版)},
  volume={55},
  number={1},
  pages={106--117},
  year={2025}
}

2024

IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG)

Scene-aware foveated neural radiance fields

Xuehuai Shi, Lili Wang, Xinda Liu, Jian Wu, Zhiwen Shao

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BibTex +
@article{shi2024foveated,
  title={Scene-aware foveated neural radiance fields},
  author={Xuehuai Shi and Lili Wang and Xinda Liu and Jian Wu and Zhiwen Shao},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  volume={31},
  number={9},
  pages={5039--5054},
  year={2024},
  doi={10.1109/TVCG.2024.3429416},
  publisher={IEEE}
}
The Visual Computer

Real-scene-constrained virtual scene layout synthesis for mixed reality

Runze Fan, Lili Wang, Xinda Liu, Sio Kei Im, Chan Tong Lam

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@article{fan2024mr,
  title={Real-scene-constrained virtual scene layout synthesis for mixed reality},
  author={Runze Fan and Lili Wang and Xinda Liu and Sio Kei Im and Chan Tong Lam},
  journal={The Visual Computer},
  volume={40},
  number={9},
  pages={6319--6339},
  year={2024},
  doi={10.1007/s00371-023-03167-4},
  publisher={Springer}
}
Computational Visual Media

Multi-granularity sequence generation for hierarchical image classification

Xinda Liu, Lili Wang

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BibTex +
@article{liu2024granularity,
  title={Multi-granularity sequence generation for hierarchical image classification},
  author={Xinda Liu and Lili Wang},
  journal={Computational Visual Media},
  volume={10},
  number={2},
  pages={243--260},
  year={2024},
  doi={10.1007/s41095-022-0332-2},
  publisher={Tsinghua University Press}
}
International Conference on Extended Reality

Where Should a Virtual Guide Stand in a VR Museum?

Xinda Liu, Kun Jiang, Jian Wu, Lili Wang, Guohua Geng

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BibTex +
@inproceedings{liu2024vrmuseum,
  title={Where Should a Virtual Guide Stand in a VR Museum?},
  author={Xinda Liu and Kun Jiang and Jian Wu and Lili Wang and Guohua Geng},
  booktitle={International Conference on Extended Reality},
  pages={312--328},
  year={2024},
  doi={10.1007/978-981-96-3679-2_21},
  publisher={Springer}
}

Before 2023

ACM International Conference on Multimedia (ACM MM)

Feature-suppressed contrast for self-supervised food pre-training

Xinda Liu, Yaohui Zhu, Linhu Liu, Jiang Tian, Lili Wang

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BibTex +
@inproceedings{liu2023contrast,
  title={Feature-suppressed contrast for self-supervised food pre-training},
  author={Xinda Liu and Yaohui Zhu and Linhu Liu and Jiang Tian and Lili Wang},
  booktitle={ACM International Conference on Multimedia (ACM MM)},
  pages={4359--4367},
  year={2023},
  doi={10.1145/3581783.3613756},
  publisher={ACM}
}
Neurocomputing

Transformer with peak suppression and knowledge guidance for fine-grained image recognition

Xinda Liu, Lili Wang, Xiaoguang Han

PDF DOI
BibTex +
@article{liu2022transformer,
  title={Transformer with peak suppression and knowledge guidance for fine-grained image recognition},
  author={Xinda Liu and Lili Wang and Xiaoguang Han},
  journal={Neurocomputing},
  volume={492},
  pages={137--149},
  year={2022},
  doi={10.1016/j.neucom.2022.04.037},
  publisher={Elsevier}
}
2022 IEEE International Symposium on Mixed and Augmented Reality (ISMAR)

Distant object manipulation with adaptive gains in virtual reality

Xiaolong Liu, Lili Wang, Shuai Luan, Xuehuai Shi, Xinda Liu

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BibTex +
@inproceedings{liu2022distant,
  title={Distant object manipulation with adaptive gains in virtual reality},
  author={Xiaolong Liu and Lili Wang and Shuai Luan and Xuehuai Shi and Xinda Liu},
  booktitle={2022 IEEE International Symposium on Mixed and Augmented Reality (ISMAR)},
  pages={739--747},
  year={2022},
  doi={10.1109/ismar55827.2022.00092},
  publisher={IEEE}
}
IEEE Transactions on Image Processing (IEEE TIP)

Plant disease recognition: A large-scale benchmark dataset and a visual region and loss reweighting approach

Xinda Liu, Weiqing Min, Shuhuan Mei, Lili Wang, Shuqiang Jiang

PDF DOI
BibTex +
@article{liu2021plant,
  title={Plant disease recognition: A large-scale benchmark dataset and a visual region and loss reweighting approach},
  author={Xinda Liu and Weiqing Min and Shuhuan Mei and Lili Wang and Shuqiang Jiang},
  journal={IEEE Transactions on Image Processing},
  volume={30},
  pages={2003--2015},
  year={2021},
  doi={10.1109/tip.2021.3049334},
  publisher={IEEE}
}
IEEE Transactions on Multimedia

Being a supercook: Joint food attributes and multimodal content modeling for recipe retrieval and exploration

Weiqing Min, Shuqiang Jiang, Jitao Sang, Huayang Wang, Xinda Liu, Luis Herranz

PDF DOI
BibTex +
@article{min2017supercook,
  title={Being a supercook: Joint food attributes and multimodal content modeling for recipe retrieval and exploration},
  author={Weiqing Min and Shuqiang Jiang and Jitao Sang and Huayang Wang and Xinda Liu and Luis Herranz},
  journal={IEEE Transactions on Multimedia},
  volume={19},
  number={5},
  pages={1100--1113},
  year={2017},
  doi={10.1109/tmm.2016.2639382},
  publisher={IEEE}
}
2016 IEEE International Conference on Image Processing (ICIP)

RGB-D scene classification via heterogeneous model fusion

Xinda Liu, Xueming Wang, Shuqiang Jiang

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BibTex +
@inproceedings{liu2016rgbd,
  title={RGB-D scene classification via heterogeneous model fusion},
  author={Xinda Liu and Xueming Wang and Shuqiang Jiang},
  booktitle={2016 IEEE International Conference on Image Processing (ICIP)},
  pages={499--503},
  year={2016},
  doi={10.1109/icip.2016.7532407},
  publisher={IEEE}
}