Optimization of target detection model based on Yolov5 network with small samples. - Hua Sun; Kaifeng Su; Yifan Yang (J. Comput. Methods Sci. Eng., 2024)

M3ADD: A Novel Benchmark for Physiology Signal-based Automatic Depression Detection with Multimodal Multitask Multievent Framework. - Changzeng Fu; Kaifeng Su; Yikai Su; Fengkui Qian; Yixuan Zhang; Chaoran Liu; Siyang Song; Le Yang 004; Xiaoyong Lv; Peng Shan; Yuliang Zhao (ICASSP, 2025)

Hierarchical Similarity Loss Enhanced Depth and Structural Fidelity in Monocular RGB-to-Depth Mapping with Adversarial Training. - Changzeng Fu; Yikai Su; Kaifeng Su; Le Yang 004; Peng Shan; Xiaoyong Lv; Yuliang Zhao (ICASSP, 2025)

HAM-GNN: A hierarchical attention-based multi-dimensional edge graph neural network for dialogue act classification. - Changzeng Fu; Yikai Su; Kaifeng Su; Yinghao Liu; Jiaqi Shi; Bowen Wu 002; Chaoran Liu; Carlos Toshinori Ishi; Hiroshi Ishiguro (Expert Syst. Appl., 2025)

Facial action units guided graph representation learning for multimodal depression detection. - Changzeng Fu; Fengkui Qian; Yikai Su; Kaifeng Su; Siyang Song; Mingyue Niu; Jiaqi Shi; Zhigang Liu 014; Chaoran Liu; Carlos Toshinori Ishi; Hiroshi Ishiguro (Neurocomputing, 2025)

HiMul-LGG: A hierarchical decision fusion-based local-global graph neural network for multimodal emotion recognition in conversation. - Changzeng Fu; Fengkui Qian; Kaifeng Su; Yikai Su; Ze Wang; Jiaqi Shi; Zhigang Liu 014; Chaoran Liu; Carlos Toshinori Ishi (Neural Networks, 2025)

The First MPDD Challenge: Multimodal Personality-aware Depression Detection. - Changzeng Fu; Zelin Fu; Qi Zhang; Xinhe Kuang; Jiacheng Dong; Kaifeng Su; Yikai Su; Wenbo Shi; Junfeng Yao; Yuliang Zhao; Shiqi Zhao; Jiadong Wang; et al. (CoRR, 2025)