RawVLA: Embodied Neural Image Signal Processor for Robotic Manipulation Shuhong Liu, Heng Zhou, LingFengQian, Yuhao Fang, Xianbao Hou, Qianyu Zhou, Lin Gu, Wei Sui, Jianfei Yang, Ziteng Cui To appear
AskLight: Grounding Active-Light Reasoning for Multi-Illuminant White Balance Yang Cheng, Shuhong Liu, Marcos V. Conde, Lin Gu, Cheng Wang, Ziteng Cui To appear
BambooSR: Super-Resolving Dark Matter Detection with Physics-Aware Implicit Neural Field Xiaoyan Fan, Lin Gu, Youhui Yun, chencheng han, Xun Chen, Jiamin Wang, Xu Wang, Shibo Zhang, Yuhan Xie, Shuhong Liu†, Ning Zhou, Ziteng Cui To appear
X-Lens: Real-Time Metric Depth Estimation with Heterogeneous Cameras Heng Zhou*, Shuhong Liu*, Yonghao He, Bohao Zhang, Fa Fu, Chenhui Hou, Xianbao Hou, Lijun Han, Wei Sui arXiv preprint arXiv:2607.12993 PaperWebsiteCode
ASTRA-SR: Atmospheric Seeing and Turbulence Restoration for Astronomical Image Super-Resolution Xining Ge, Ziteng Cui, Shuhong Liu† arXiv preprint arXiv:2609.26731 Paper
FujinSplat: Seeing through Smoke with RAW-Domain Gaussian Splatting Gengjia Chang, Ziteng Cui, Shuhong Liu† arXiv preprint arXiv:2609.06017 PaperCode
Distance Is Not Enough: Forget-Retain Alignment Gap Predicts LLM Relearning Robustness Yi Chen, Hanna Hsieh, Shuhong Liu, Chuanbo Hua, Zihan Ma, Kun Wang, Joo-Young Kim Conference on Empirical Methods in Natural Language Processing (EMNLP), Main Paper
RAWild: Sensor-Agnostic RAW Object Detection via Physics-Guided Curve and Grid Modeling Shuhong Liu, Gengjia Chang, Jun Liu, Xuangeng Chu, Yinqiang Zheng, Tatsuya Harada, Ziteng Cui Annual Conference on Neural Information Processing Systems (NeurIPS) 2026 PaperCode
FluxFlow: Conservative Flow-Matching for Astronomical Image Super-Resolution Shuhong Liu, Xining Ge, Ziteng Cui, Liuzhuozheng Li, Gengjia Chang, Jun Liu, Ziying Gu, Dong Li, Xuangeng Chu, Lin Gu, Tatsuya Harada Annual Conference on Neural Information Processing Systems (NeurIPS) 2026 Paper
POP: Online Structural Pruning Enables Efficient Inference of Large Foundation Models Yi Chen, Wonjin Shin, Shuhong Liu, Tho Mai, Jeongmo Lee, Chuanbo Hua, Kun Wang, Jun Liu, Joo-Young Kim Annual Conference on Neural Information Processing Systems (NeurIPS) 2026 Paper
Exploring Time Conditioning in Diffusion Generative Models from Disjoint Noisy Data Manifolds Liuzhuozheng Li, Zhiyuan Zhan, Shuhong Liu, Dengyang Jiang, Zanyi Wang, Guang Dai, Jingdong Wang, Mengmeng Wang arXiv preprint arXiv:2604.25289 Paper
NTIRE 2026 3D Restoration and Reconstruction in Real-World Adverse Conditions: RealX3D Challenge Results Shuhong Liu, Chenyu Bao, Ziteng Cui, Xuangeng Chu, Bin Ren, Lin Gu, Xiang Chen, Mingrui Li, Long Ma, Marcos V. Conde, Radu Timofte Proceedings of the Computer Vision and Pattern Recognition Conference Workshops PaperDataset
RealX3D: A Physically-Degraded 3D Benchmark for Multi-View Visual Restoration and Reconstruction Shuhong Liu, Chenyu Bao, Ziteng Cui, Yun Liu, Xuangeng Chu, Lin Gu, Marcos V Conde, Ryo Umagami, Tomohiro Hashimoto, Zijian Hu, Tianhan Xu, Yuan Gan, Yusuke Kurose, Tatsuya Harada International Journal of Computer Vision (IJCV) 134, 382 PaperWebsiteDataset
The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report Bin Ren, Hang Guo, Yan Shu, Jiaqi Ma, Ziteng Cui, Shuhong Liu, Guofeng Mei, Lei Sun, Zongwei Wu, Fahad Shahbaz Khan, Salman Khan, Radu Timofte Proceedings of the Computer Vision and Pattern Recognition Conference Workshops PaperCode
Unifying Color and Lightness Correction with View-Adaptive Curve Adjustment for Robust 3D Novel View Synthesis Ziteng Cui, Shuhong Liu, Xiaoyu Dong, Xuangeng Chu, Lin Gu, Ming-Hsuan Yang, Tatsuya Harada arXiv preprint arXiv:2602.18322 Paper
Denoising the Deep Sky: Physics-Based CCD Noise Formation for Astronomical Imaging Shuhong Liu, Xining Ge, Ziying Gu, Quanfeng Xu, Lin Gu, Ziteng Cui, Xuangeng Chu, Jun Liu, Dong Li, Tatsuya Harada European Conference on Computer Vision (ECCV), 2026 PaperCodeDataset
I2-NeRF: Learning Neural Radiance Fields under Physically-Grounded Media Interactions Shuhong Liu, Lin Gu, Ziteng Cui, Xuangeng Chu, Tatsuya Harada Annual Conference on Neural Information Processing Systems (NeurIPS) 2025 PaperWebsiteCode
Wild3A: Novel View Synthesis from Any Dynamic Images in Seconds Mingrui Li, Shuhao Zhai, Zibing Zhao, Luyue Sun, Xinxiao Wang, Dong Li, Shuhong Liu, Hongyu Wang Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM) Paper
DenseSplat: Densifying Gaussian Splatting SLAM with Neural Radiance Prior Mingrui Li*, Shuhong Liu*, Tianchen Deng, Hongyu Wang IEEE Transactions on Visualization and Computer Graphics (TVCG) PaperVideo
Exploiting Chaotic Dynamics as Deep Neural Networks Shuhong Liu, Nozomi Akashi, Qingyao Huang, Yasuo Kuniyoshi, Kohei Nakajima Physical Review Research 7 (3), 033031 PaperCode
MG-SLAM: Structure Gaussian Splatting SLAM with Manhattan World Hypothesis Shuhong Liu, Heng Zhou, Liuzhuozheng Li, Yun Liu, Tianchen Deng, Yiming Zhou, Mingrui Li IEEE Transactions on Automation Science and Engineering (TASE) 22, 17034-17049 Paper
DeRainGS: Gaussian Splatting for Enhanced Scene Reconstruction in Rainy Environments Shuhong Liu, Xiang Chen, Hongming Chen, Quanfeng Xu, Mingrui Li Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) PaperWebsiteCode
CapTalk: Text-Guided Stylization and Speech-Driven 3D Head Animation Xuangeng Chu, Yuan Gan, Ziteng Cui, Shuhong Liu, Jian Wang, Bing Zhou, Tatsuya Harada Paper
Gradient-Based Optimization of Spintronic Devices Yusuke Imai, Shuhong Liu, Nozomi Akashi, Kohei Nakajima Applied Physics Letters 126 (8) Paper
Revisiting Named Entity Recognition in Food Computing: Enhancing Performance and Robustness Uchenna Akujuobi, Shuhong Liu, Tarek R. Besold Artificial Intelligence Review 57 (9) Paper
Multi-Modal UAV Detection, Classification and Tracking Algorithm--Technical Report for CVPR 2024 UG2 Challenge Tianchen Deng, Yi Zhou, Wenhua Wu, Mingrui Li, Jingwei Huang, Shuhong Liu, Yanzeng Song, Hao Zuo, Yanbo Wang, Yutao Yue, Hesheng Wang, Weidong Chen The IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Paper
Compact 3D Gaussian Splatting for Dense Visual SLAM Tianchen Deng, Chang Nie, Shuhong Liu, Wenhua Wu, Jianfei Yang, Shenghai Yuan, Jiuming Liu, Danwei Wang, Hesheng Wang International Journal of Computer Vision (IJCV) Paper
MoD-SLAM: Monocular Dense Mapping for Unbounded 3D Scene Reconstruction Heng Zhou, Zhetao Guo, Shuhong Liu, Lechen Zhang, Qihao Wang, Yuxiang Ren, Mingrui Li IEEE Robotics and Automation Letters 10 (1), 484-491 Paper
SGS-SLAM: Semantic Gaussian Splatting for Neural Dense SLAM Mingrui Li*, Shuhong Liu*, Heng Zhou, Guohao Zhu, Tianchen Deng European Conference on Computer Vision (ECCV) 2024, 163-179 PaperCodeVideo
Ceir: Concept-Based Explainable Image Representation Learning Yan Cui*, Shuhong Liu*, Liuzhuozheng Li*, Zhiyuan Yuan arXiv preprint arXiv:2312.10747 Paper
