Video Quality Assessment Based on Swin Transformer with Spatio-Temporal Feature Fusion and Data Augmentation. - Wei Wu; Shuming Hu; Pengxiang Xiao; Sibin Deng; Yilin Li; Ying Chen; Kai Li (CVPR Workshops, 2023)

NTIRE 2023 Quality Assessment of Video Enhancement Challenge. - Xiaohong Liu 001; Xiongkuo Min; Wei Sun 029; Yulun Zhang 001; Kai Zhang 008; Radu Timofte; Guangtao Zhai; Yixuan Gao; Yuqin Cao; Tengchuan Kou; Yunlong Dong; Ziheng Jia; et al. (CoRR, 2023)

Improving YOLOv7-Tiny for Infrared and Visible Light Image Object Detection on Drones. - Shuming Hu; Fei Zhao; Huanzhang Lu; Yingjie Deng; Jinming Du; Xinglin Shen (Remote. Sens., 2023)

An Improved Dual Stream DGCNN Method for Fine-Grained Positive Emotion Classification. - Shuming Hu; Zhiwen Yu 001; En Xu; Yao Wang; Ying Zhang 047; Bin Guo 001 (BESC, 2024)

Class-RAG: Content Moderation with Retrieval Augmented Generation. - Jianfa Chen; Emily Shen; Trupti Bavalatti; Xiaowen Lin; Yongkai Wang; Shuming Hu; Harihar Subramanyam; Ksheeraj Sai Vepuri; Ming Jiang; Ji Qi; Li Chen; Nan Jiang; et al. (CoRR, 2024)

NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results. - Yuqian Fu; Xingyu Qiu; Bin Ren; Yanwei Fu 001; Radu Timofte; Nicu Sebe; Ming-Hsuan Yang 001; Luc Van Gool; Kaijin Zhang; Qingpeng Nong; Xiugang Dong; Hong Gao; et al. (CVPR Workshops, 2025)

MLLM-as-a-Judge for Image Safety without Human Labeling. - Zhenting Wang; Shuming Hu; Shiyu Zhao; Xiaowen Lin; Felix Juefei-Xu; Zhuowei Li 002; Ligong Han; Harihar Subramanyam; Li Chen; Jianfa Chen; Nan Jiang; Lingjuan Lyu; et al. (CVPR, 2025)

PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding. - Jang Hyun Cho; Andrea Madotto; Effrosyni Mavroudi; Triantafyllos Afouras; Tushar Nagarajan; Muhammad Maaz 001; Yale Song; Tengyu Ma 005; Shuming Hu; Suyog Dutt Jain; Miguel Martin; Huiyu Wang; et al. (CoRR, 2025)

ReferSplat: Referring Segmentation in 3D Gaussian Splatting. - Shuting He; Guangquan Jie; Changshuo Wang 001; Yun Zhou; Shuming Hu; Guanbin Li; Henghui Ding (CoRR, 2025)

Masterpiece Creation: An AI-powered Robotic Calligraphy Creation System. - Shuming Hu; Na Wang; Kaixing Zhao; Yao Jing; Ying Zhang 047; Zhu Wang 001; Bin Guo 001; Zhiwen Yu 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)