Shangquan Sun

According to our database, Shangquan Sun authored at least 20 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Slogans or Stance? A Label-Light Diagnostic for Entrepreneurial-Discourse Measurement on Chinese SOE Speeches.

Ting Gong, Shangquan Sun

CoRR, May, 2026

Can Attribution Predict Risk? From Multi-View Attribution to Planning Risk Signals in End-to-End Autonomous Driving.

Le Yang, Ruoyu Chen, Haijun Liu, Jiawei Liang, Shangquan Sun, Xiaochun Cao

CoRR, May, 2026

The Last Human-Written Paper: Agent-Native Research Artifacts.

Jiachen Liu, Jiaxin Pei, Jintao Huang, Chenglei Si, Ao Qu, Xiangru Tang, Runyu Lu, Lichang Chen, Xiaoyan Bai, Haizhong Zheng, Carl Chen, Zhiyang Chen, Haojie Ye, Yujuan Fu, Zexue He, Zijian Jin, Zhenyu Zhang, Shangquan Sun, Maestro Harmon, John Dianzhuo Wang, Jianqiao Zeng, Jiachen Sun, Mingyuan Wu, Baoyu Zhou, Chenyu You, Shijian Lu, Yiming Qiu, Fan Lai, Yuan Yuan, Yao Li, Junyuan Hong, Ruihao Zhu, Beidi Chen, Alex Pentland, Ang Chen, Mosharaf Chowdhury, Zechen Zhang

CoRR, April, 2026

VirPro: Visual-referred Probabilistic Prompt Learning for Weakly-Supervised Monocular 3D Detection.

Chupeng Liu, Jiyong Rao, Shangquan Sun, Runkai Zhao, Tom Weidong Cai

CoRR, March, 2026

SciDataCopilot: An Agentic Data Preparation Framework for AGI-driven Scientific Discovery.

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

CoRR, February, 2026

Where Not to Learn: Prior-Aligned Training with Subset-based Attribution Constraints for Reliable Decision-Making.

Ruoyu Chen, Shangquan Sun, Xiaoqing Guo, Sanyi Zhang, Kangwei Liu, Shiming Liu, Zhangcheng Wang, Qunli Zhang, Hua Zhang, Xiaochun Cao

CoRR, February, 2026

Disentangle to Fuse: Toward Content Preservation and Cross-Modality Consistency for Multi-Modality Image Fusion.

Xinran Qin, Yuning Cui, Shangquan Sun, Ruoyu Chen, Wenqi Ren, Alois Knoll, Xiaochun Cao

IEEE Trans. Image Process., 2026

2025

DI-Retinex: Digital-Imaging Retinex Model for Low-Light Image Enhancement.

Shangquan Sun, Wenqi Ren, Jingyang Peng, Fenglong Song, Xiaochun Cao

Int. J. Comput. Vis., December, 2025

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers.

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

CoRR, August, 2025

NDMamba: Dual-Prior State-Space Model for Nighttime Deraining.

Zhirui Liu, Shangquan Sun, Chaopeng Li, Siying Zhu, Xiaopeng Zhu, Wenqi Ren

IEEE Trans. Image Process., 2025

NDFormer: A Mixed-Scale Transformer with Enhanced Nonlinearity for Nighttime Image Deraining.

Zhirui Liu, Shangquan Sun, Yuning Cui, Dehong Kong, Cong Zhang, Wenqi Ren, Kin-Man Lam

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining.

Shangquan Sun, Wenqi Ren, Juxiang Zhou, Shu Wang, Jianhou Gan, Xiaochun Cao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

RRODT.

Shangquan Sun

Dataset, July, 2024

A Hybrid Transformer-Mamba Network for Single Image Deraining.

Shangquan Sun, Wenqi Ren, Juxiang Zhou, Jianhou Gan, Rui Wang, Xiaochun Cao

CoRR, 2024

DI-Retinex: Digital-Imaging Retinex Theory for Low-Light Image Enhancement.

Shangquan Sun, Wenqi Ren, Jingyang Peng, Fenglong Song, Xiaochun Cao

CoRR, 2024

EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models.

Shangquan Sun, Wenqi Ren, Zikun Liu, Hyunhee Park, Rui Wang, Xiaochun Cao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Restoring Images in Adverse Weather Conditions via Histogram Transformer.

Shangquan Sun, Wenqi Ren, Xinwei Gao, Rui Wang, Xiaochun Cao

Proceedings of the Computer Vision - ECCV 2024, 2024

Logit Standardization in Knowledge Distillation.

Shangquan Sun, Wenqi Ren, Jingzhi Li, Rui Wang, Xiaochun Cao

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

2023

Event-Aware Video Deraining via Multi-Patch Progressive Learning.

Shangquan Sun, Wenqi Ren, Jingzhi Li, Kaihao Zhang, Meiyu Liang, Xiaochun Cao

IEEE Trans. Image Process., 2023

2022

Rethinking Image Restoration for Object Detection.

Shangquan Sun, Wenqi Ren, Tao Wang, Xiaochun Cao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022