Prior Metadata-Driven RAW Reconstruction: Eliminating the Need for Per-Image Metadata
Wencheng Han†, Chen Zhang†, Yang Zhou, Wentao Liu, Chen Qian, Chengzhong Xu, Jianbing Shen*
ACM International Conference on Multimedia (ACM MM, 2024)

Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering
Chen Zhang†, Wencheng Han†, Yang Zhou, Jianbing Shen*, Chengzhong Xu, Wentao Liu*
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, 2024) [Paper] [Code]

Research Progress of Deep Learning Driven Underwater Image Enhancement and Restoration
Runmin cong, Yumo Zhang, Chen Zhang, Chongyi Li, Yao Zhao
Journal of Singal Processing (2020, Excellent Papers for 2020-2022, with only two papers in 2020, 2/231=0.87%) [Paper]

Empowering DINO Representations for Underwater Instance Segmentation via Aligner and Prompter
Zhiyang Chen†, Chen Zhang†, Hao Fang, Runmin Cong*
AAAI Conference on Artificial Intelligence (AAAI, 2026, Oral)

Point-aware Interaction and CNN-induced Refinement Network for RGB-D Salient Object Detection
Runmin Cong, Hongyu Liu, Chen Zhang*, Wei Zhang, Feng Zheng, Ran Song, Sam Kwong
ACM International Conference on Multimedia (ACM MM, 2023, Oral) [Paper] [Arxiv] [Code]

Research Progress of RGB-D Salient Object Detection in Deep Learning Era
Runmin Cong, Chen Zhang, Mai Xu*, Hongyu Liu, Yao Zhao
Journal of Software (2022) [Paper]

A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels
Runmin Cong, Qi Qin, Chen Zhang*, Qiuping Jiang, Hua Li, Yao Zhao, Sam Kwong
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT, 2022, ESI Highly Cited Paper) [Paper] [Arxiv] [Code]

CIR-Net: Cross-modality Interaction and Refinement Network for RGB-D Salient Object Detection
Runmin Cong, Qinwei Lin, Chen Zhang*, Chongyi Li*, Yao Zhao, Qingming Huang, Sam Kwong
IEEE Transactions on Image Processing (TIP, 2022, ESI Highly Cited Paper) [Paper] [Arxiv] [Code]

Does Thermal Really Always Matter for RGB-T Salient Object Detection?
Runmin Cong, Kepu Zhang, Chen Zhang, Feng Zheng, Yao Zhao, Qingming Huang, Sam Kwong
IEEE Transactions on Multimedia (TMM, 2022, ESI Highly Cited Paper) [Paper] [Arxiv] [Code]

A Benchmark Dataset and Baseline Model for Co-salient Object Detection within RGB-D Images
Ning Yang, Chen Zhang, Yumo Zhang, Haowei Yang, Ling Du*
Multimedia Tools and Applications (MTAP, 2022) [Paper]

GGRNet: Global Graph Reasoning Network for Salient Object Detection in Optical Remote Sensing Images
Xuan Liu, Yumo Zhang, Runmin Cong*, Chen Zhang, Ning Yang, Chunjie Zhang, Yao Zhao
Chinese Conference on Pattern Recognition and Computer Vision (PRCV, 2021) [Paper]

Cross-Modality Discrepant Interaction Network for RGB-D Salient Object Detection
Chen Zhang, Runmin Cong*, Qinwei Lin, Lin Ma, Feng Li, Yao Zhao, Sam Kwong
ACM International Conference on Multimedia (ACM MM, 2021, Valse 2021 Spotlight) [Paper] [ArXiv] [Code]

MM-Prompt: Multi-modality and Multi-granularity Prompts for Few-Shot Segmentation
Hang Xiong, Runmin Cong*, Jinpeng Chen, Chen Zhang, Feng Li, Huihui Bai, Sam Kwong
ACM International Conference on Multimedia (ACM MM, 2025) [Paper]