Publications

2026

  • CMDS-AD: Cross-Modal Dual-Stream Decoupling for Few-Shot Anomaly Detection cover

    CMDS-AD: Cross-Modal Dual-Stream Decoupling for Few-Shot Anomaly Detection

    Junhao Cai, Junyu Chen, Deyu Zeng#, Junhao Pang, Qiwei Liang, Xiaopin Zhong, Zongze Wu (# corresponding author)
    European Conference on Computer Vision (ECCV) · 2026
    PaperCodeProject
  • Cross-Modal Dynamic Hypergraph Computation via Functional-Structural Brain Network for Brain Disease Diagnosis cover

    Cross-Modal Dynamic Hypergraph Computation via Functional-Structural Brain Network for Brain Disease Diagnosis

    Jingxi Feng, Heming Xu, Rundong Xue, Junhao Cai, Xudong Chen, Dong Zhang, Shaoyi Du
    International Joint Conference on Artificial Intelligence (IJCAI) · 2026
    Paper
  • Beyond Viewpoint Generalization: What Multi-View Demonstrations Offer and How to Synthesize Them for Robot Manipulation? cover

    Beyond Viewpoint Generalization: What Multi-View Demonstrations Offer and How to Synthesize Them for Robot Manipulation?

    Boyang Cai, Qiwei Liang, Jiawei Li, Shihang Weng, Zhaoxin Zhang, Tao Lin, Xiangyu Chen, Wenjie Zhang, Jiaqi Mao, Weisheng Xu, Bin Yang, Jiaming Liang, Junhao Cai, Renjing Xu
    arXiv preprint · 2026
    PaperCodeProject
  • ForgeDreamer: Industrial Text-to-3D Generation with Multi-Expert LoRA and Cross-View Hypergraph cover

    ForgeDreamer: Industrial Text-to-3D Generation with Multi-Expert LoRA and Cross-View Hypergraph

    Junhao Cai*, Deyu Zeng*, Junhao Pang, Lini Li, Zongze Wu, Xiaopin Zhong# (* equal contribution, # corresponding author)
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR Findings) · 2026
    PaperCodeProject

2025

  • Cross-Modal Brain Graph Transformer via Function-Structure Connectivity Network for Brain Disease Diagnosis cover

    Cross-Modal Brain Graph Transformer via Function-Structure Connectivity Network for Brain Disease Diagnosis

    Jingxi Feng, Heming Xu, Junhao Cai, Yujie Chang, Dong Zhang, Shaoyi Du, Juan Wang
    Medical Image Computing and Computer Assisted Intervention (MICCAI) · 2025
    Paper