| 2026 | AAAI | Disentangling for Transfer: Boosting Limited Modalities via Information-Theoretic Regularization and Cross-Modal Reconstruction. | Zhiyun Zhang, Yan-Jie Zhou, Yujian Hu, Xiyao Ma, Zhouhang Yuan, Zirui Wang, Hongkun Zhang, Minfeng Xu |
| 2025 | EMNLP | MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning. | Afrina Tabassum, Bin Guo, Xiyao Ma, Hoda Eldardiry, Ismini Lourentzou |
| 2024 | ICLR | MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning. | Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo |
| 2022 | ICASSP | Contrastive Knowledge Graph Attention Network for Request-Based Recipe Recommendation. | Xiyao Ma, Zheng Gao, Qian Hu, Mohamed Abdelhady |
| 2022 | ICONIP | Towards Automated Segmentation of Human Abdominal Aorta and Its Branches Using a Hybrid Feature Extraction Module with LSTM. | Bo Zhang, Shiqi Liu, Xiaoliang Xie, Xiao-Hu Zhou, Zengguang Hou, Meng Song, Xiyao Ma, Lin-Sen Zhang |
| 2022 | IJCNN | HCL: Hybrid Contrastive Learning for Graph-based Recommendation. | Xiyao Ma, Zheng Gao, Qian Hu, Mohamed Abdelhady |
| 2022 | IJCNN | Contrastive Co-training for Diversified Recommendation. | Xiyao Ma, Qian Hu, Zheng Gao, Mohamed Abdelhady |
| 2022 | MICCAI | DSP-Net: Deeply-Supervised Pseudo-Siamese Network for Dynamic Angiographic Image Matching. | Xiyao Ma, Shi-Qi Liu, Xiao-Liang Xie, Xiao-Hu Zhou, Zeng-Guang Hou, Yan-Jie Zhou, Meng Song, Lin-Sen Zhang, Chao-Nan Wang |
| 2022 | MICCAI | A Novel Fusion Network for Morphological Analysis of Common Iliac Artery. | Meng Song, Shiqi Liu, Xiao-Liang Xie, Xiao-Hu Zhou, Zeng-Guang Hou, Yan-Jie Zhou, Xiyao Ma |
| 2020 | AAAI | Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring. | Xiyao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li |
| 2020 | ACL | A Batch Normalized Inference Network Keeps the KL Vanishing Away. | Qile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li, Dapeng Wu |
| 2019 | IROS | Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning. | Yanlin Zhou, Fan Lu, George Pu, Xiyao Ma, Runhan Sun, Hsi-Yuan Chen, Xiaolin Li |