Xiyao Ma

29 papers A* 5A 1B 2Misc 1Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Perfect APIs: A Comprehensive Evaluation of LLM Agents Under Real-World API Complexity.
CoRR
Doyoung Kim, Zhiwei Ren, Jie Hao, Zhongkai Sun, Lichao Wang, Xiyao Ma, Zack Ye, Xu Han, Jun Yin, Heng Ji, Wei Shen, Xing Fan, Benjamin Z. Yao, Chenlei Guo
2026 A* conf
Disentangling for Transfer: Boosting Limited Modalities via Information-Theoretic Regularization and Cross-Modal Reconstruction.
AAAI
Zhiyun Zhang, Yan-Jie Zhou, Yujian Hu, Xiyao Ma, Zhouhang Yuan, Zirui Wang, Hongkun Zhang, Minfeng Xu
2025 J jnl
Advancing Efficiency and Accuracy: A Dynamic Anatomy-Aware 3D Vessel Segmentation Framework.
IEEE Trans Autom. Sci. Eng.
Haining Zhao, Shiqi Liu, Ji-Chang Luo, Xiaohu Zhou, Jiaxing Wang, Zeng-Guang Hou, Tao Wang, Li-Qun Jiao, Xiyao Ma, Xiao-Liang Xie
2025 — conf
MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning.
EMNLP (Findings)
Afrina Tabassum, Bin Guo, Xiyao Ma, Hoda Eldardiry, Ismini Lourentzou
2025 J jnl
MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning.
CoRR
Afrina Tabassum, Bin Guo, Xiyao Ma, Hoda Eldardiry, Ismini Lourentzou
2025 J jnl
SDLU-Net: A similarity-based dynamic linking network for the automated segmentation of abdominal aorta aneurysms and branching vessels.
Biomed. Signal Process. Control.
Bo Zhang, Zhichao Lai, Shiqi Liu, Xiaoliang Xie, Xiao-Hu Zhou, Zengguang Hou, Xiyao Ma, Bao Liu, Kang Li, Meng Song
2024 A* conf
MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning.
ICLR
Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo
2024 J jnl
MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning.
CoRR
Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo
2023 J jnl
A Novel Spatial Position Prediction Navigation System Makes Surgery More Accurate.
IEEE Trans. Medical Imaging
Lin-Sen Zhang, Shiqi Liu, Xiao-Liang Xie, Xiao-Hu Zhou, Zeng-Guang Hou, Chao-Nan Wang, Xinkai Qu, Wenzheng Han, Xiyao Ma, Meng Song
2023 — conf
An Original Design of Robotic-Assisted Flexible Nasotracheal Intubation System.
ROBIO
He Liu, Shi-Qi Liu, Xiao-Liang Xie, Ye Li, Xiao-Hu Zhou, Zhen-Qiu Feng, Guo-Tao Li, Xiyao Ma, Zeng-Guang Hou, Yong-yi Yuan, Yong Cui, Yu-Hong Tian, Pu Dai
2023 J jnl
Communication-Efficient and Attack-Resistant Federated Edge Learning With Dataset Distillation.
IEEE Trans. Cloud Comput.
Yanlin Zhou, Xiyao Ma, Dapeng Oliver Wu, Xiaolin Li
2023 A* conf
Towards Flexible and Universal: A Novel Endpoint-based Framework for Vessel Structural Information Extraction.
ACM Multimedia
Xiyao Ma, Shiqi Liu, Xiaoliang Xie, Xiao-Hu Zhou, Zengguang Hou, Xinkai Qu, Wenzheng Han, Ming Wang, Meng Song, Lin-Sen Zhang
2022 — conf
A Novel Fusion Network for Morphological Analysis of Common Iliac Artery.
MICCAI (8)
Meng Song, Shiqi Liu, Xiao-Liang Xie, Xiao-Hu Zhou, Zeng-Guang Hou, Yan-Jie Zhou, Xiyao Ma
2022 J jnl
Beyond Class-Level Privacy Leakage: Breaking Record-Level Privacy in Federated Learning.
IEEE Internet Things J.
Xiaoyong Yuan, Xiyao Ma, Lan Zhang, Yuguang Fang, Dapeng Wu
2022 B conf
Contrastive Co-training for Diversified Recommendation.
IJCNN
Xiyao Ma, Qian Hu, Zheng Gao, Mohamed Abdelhady
2022 Misc conf
Contrastive Knowledge Graph Attention Network for Request-Based Recipe Recommendation.
ICASSP
Xiyao Ma, Zheng Gao, Qian Hu, Mohamed Abdelhady
2022 — conf
DSP-Net: Deeply-Supervised Pseudo-Siamese Network for Dynamic Angiographic Image Matching.
MICCAI (8)
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 J jnl
FROST: Fallback Voice Apps Recommendation for Unhandled Voice Commands in Intelligent Personal Assistants.
Frontiers Big Data
Qian Hu, Thahir Mohamed, Wei Xiao, Xiyao Ma, Xibin Gao, Zheng Gao, Radhika Arava, Mohamed Abdelhady
2022 B conf
HCL: Hybrid Contrastive Learning for Graph-based Recommendation.
IJCNN
Xiyao Ma, Zheng Gao, Qian Hu, Mohamed Abdelhady
2022 — conf
Towards Automated Segmentation of Human Abdominal Aorta and Its Branches Using a Hybrid Feature Extraction Module with LSTM.
ICONIP (7)
Bo Zhang, Shiqi Liu, Xiaoliang Xie, Xiao-Hu Zhou, Zengguang Hou, Meng Song, Xiyao Ma, Lin-Sen Zhang
2020 A* conf
A Batch Normalized Inference Network Keeps the KL Vanishing Away.
ACL
Qile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li, Dapeng Wu
2020 J jnl
A Batch Normalized Inference Network Keeps the KL Vanishing Away.
CoRR
Qile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li, Dapeng Oliver Wu
2020 J jnl
Asking Complex Questions with Multi-hop Answer-focused Reasoning.
CoRR
Xiyao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li, Dapeng Wu
2020 J jnl
Distilled One-Shot Federated Learning.
CoRR
Yanlin Zhou, George Pu, Xiyao Ma, Xiaolin Li, Dapeng Wu
2020 A* conf
Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring.
AAAI
Xiyao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li
2019 A conf
Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning.
IROS
Yanlin Zhou, Fan Lu, George Pu, Xiyao Ma, Runhan Sun, Hsi-Yuan Chen, Xiaolin Li
2019 J jnl
Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning.
CoRR
Yanlin Zhou, Fan Lu, George Pu, Xiyao Ma, Runhan Sun, Hsi-Yuan Chen, Xiaolin Andy Li, Dapeng Wu
2019 J jnl
Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring.
CoRR
Xiyao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li, Dapeng Oliver Wu
2019 J jnl
Statistical learning for semantic parsing: A survey.
Big Data Min. Anal.
Qile Zhu, Xiyao Ma, Xiaolin Li