Shangquan Sun

20 papers A* 4Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Disentangle to Fuse: Toward Content Preservation and Cross-Modality Consistency for Multi-Modality Image Fusion.
IEEE Trans. Image Process.
Xinran Qin, Yuning Cui, Shangquan Sun, Ruoyu Chen, Wenqi Ren, Alois Knoll, Xiaochun Cao
2026 J jnl
SciDataCopilot: An Agentic Data Preparation Framework for AGI-driven Scientific Discovery.
CoRR
Jiyong Rao, Yicheng Qiu, Jiahui Zhang, Juntao Deng, Shangquan Sun, Fenghua Ling, Hao Chen, Nanqing Dong, Zhangyang Gao, Siqi Sun, Yuqiang Li, Dongzhan Zhou, Guangyu Wang, Lijun Wu, Conghui He, Xuhong Wang, Jing Shao, Xiang Liu, Yu Zhu, Mianxin Liu, Qihao Zheng, Yinghui Zhang, Jiamin Wu, Xiaosong Wang, Shixiang Tang, Wenlong Zhang, Bo Zhang, Wanli Ouyang, Runkai Zhao, Chunfeng Song, Lei Bai, Chi Zhang
2026 J jnl
VirPro: Visual-referred Probabilistic Prompt Learning for Weakly-Supervised Monocular 3D Detection.
CoRR
Chupeng Liu, Jiyong Rao, Shangquan Sun, Runkai Zhao, Tom Weidong Cai
2026 J jnl
Where Not to Learn: Prior-Aligned Training with Subset-based Attribution Constraints for Reliable Decision-Making.
CoRR
Ruoyu Chen, Shangquan Sun, Xiaoqing Guo, Sanyi Zhang, Kangwei Liu, Shiming Liu, Zhangcheng Wang, Qunli Zhang, Hua Zhang, Xiaochun Cao
2025 J jnl
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers.
CoRR
Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Cheng Tang, Huihui Xu, Ziyang Chen, Ziyan Huang, Jiyao Liu, Pengfei Jiang, Yizhou Wang, Chen Tang, Jianyu Wu, Yuchen Ren, Siyuan Yan, Zhonghua Wang, Zhongxing Xu, Shiyan Su, Shangquan Sun, Runkai Zhao, Zhisheng Zhang, Yu Liu, Fudi Wang, Yuanfeng Ji, Yanzhou Su, Hongming Shan, Chun-Mei Feng, Jiahao Xu, Jiangtao Yan, Wenhao Tang, Diping Song, Lihao Liu, Yanyan Huang, Lequan Yu, Bin Fu, Shujun Wang, Xiaomeng Li, Xiaowei Hu, Yun Gu, Ben Fei, Zhongying Deng, Benyou Wang, Yuewen Cao, Minjie Shen, Haodong Duan, Jie Xu, Yirong Chen, Fang Yan, Hongxia Hao, Jielan Li, Jiajun Du, Yanbo Wang, Imran Razzak, Chi Zhang, Lijun Wu, Conghui He, Zhaohui Lu, Jinhai Huang, Yihao Liu, Fenghua Ling, Yuqiang Li, Aoran Wang, Qihao Zheng, Nanqing Dong, Tianfan Fu, Dongzhan Zhou, Yan Lu, Wenlong Zhang, Jin Ye, Jianfei Cai, Wanli Ouyang, Yu Qiao, Zongyuan Ge, Shixiang Tang, Junjun He
2025 J jnl
DI-Retinex: Digital-Imaging Retinex Model for Low-Light Image Enhancement.
Int. J. Comput. Vis.
Shangquan Sun, Wenqi Ren, Jingyang Peng, Fenglong Song, Xiaochun Cao
2025 — conf
NDFormer: A Mixed-Scale Transformer with Enhanced Nonlinearity for Nighttime Image Deraining.
PRCV (9)
Zhirui Liu, Shangquan Sun, Yuning Cui, Dehong Kong, Cong Zhang, Wenqi Ren, Kin-Man Lam
2025 J jnl
NDMamba: Dual-Prior State-Space Model for Nighttime Deraining.
IEEE Trans. Image Process.
Zhirui Liu, Shangquan Sun, Chaopeng Li, Siying Zhu, Xiaopeng Zhu, Wenqi Ren
2025 A* conf
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining.
CVPR
Shangquan Sun, Wenqi Ren, Juxiang Zhou, Shu Wang, Jianhou Gan, Xiaochun Cao
2025 J jnl
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining.
CoRR
Shangquan Sun, Wenqi Ren, Juxiang Zhou, Shu Wang, Jianhou Gan, Xiaochun Cao
2024 J jnl
A Hybrid Transformer-Mamba Network for Single Image Deraining.
CoRR
Shangquan Sun, Wenqi Ren, Juxiang Zhou, Jianhou Gan, Rui Wang, Xiaochun Cao
2024 J jnl
DI-Retinex: Digital-Imaging Retinex Theory for Low-Light Image Enhancement.
CoRR
Shangquan Sun, Wenqi Ren, Jingyang Peng, Fenglong Song, Xiaochun Cao
2024 A* conf
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models.
NeurIPS
Shangquan Sun, Wenqi Ren, Zikun Liu, Hyunhee Park, Rui Wang, Xiaochun Cao
2024 J jnl
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models.
CoRR
Shangquan Sun, Wenqi Ren, Zikun Liu, Hyunhee Park, Rui Wang, Xiaochun Cao
2024 A* conf
Logit Standardization in Knowledge Distillation.
CVPR
Shangquan Sun, Wenqi Ren, Jingzhi Li, Rui Wang, Xiaochun Cao
2024 J jnl
Logit Standardization in Knowledge Distillation.
CoRR
Shangquan Sun, Wenqi Ren, Jingzhi Li, Rui Wang, Xiaochun Cao
2024 — conf
Restoring Images in Adverse Weather Conditions via Histogram Transformer.
ECCV (22)
Shangquan Sun, Wenqi Ren, Xinwei Gao, Rui Wang, Xiaochun Cao
2024 J jnl
Restoring Images in Adverse Weather Conditions via Histogram Transformer.
CoRR
Shangquan Sun, Wenqi Ren, Xinwei Gao, Rui Wang, Xiaochun Cao
2023 J jnl
Event-Aware Video Deraining via Multi-Patch Progressive Learning.
IEEE Trans. Image Process.
Shangquan Sun, Wenqi Ren, Jingzhi Li, Kaihao Zhang, MeiYu Liang, Xiaochun Cao
2022 A* conf
Rethinking Image Restoration for Object Detection.
NeurIPS
Shangquan Sun, Wenqi Ren, Tao Wang, Xiaochun Cao