Xi-Yao Ma

Most-cited papers

Distilled One-Shot Federated Learning
Yanlin Zhou, George Pu, Xi-Yao Ma, Xiaolin Li +1 more
2020arXiv.org196 citations
Semantic Scholar
A Batch Normalized Inference Network Keeps the KL Vanishing Away
Qile Zhu, Wei Bi, Xiaojiang Liu, Xi-Yao Ma +2 more
2020Annual Meeting of the Association for Computational Linguistics71 citations Open access
Semantic Scholar
Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring
Xi-Yao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li +1 more
2019AAAI Conference on Artificial Intelligence68 citations Open access
Semantic Scholar
Beyond Class-Level Privacy Leakage: Breaking Record-Level Privacy in Federated Learning
Xiaoyong Yuan, Xi-Yao Ma, Lan Zhang, Yu-Guang Fang +1 more
2022IEEE Internet of Things Journal38 citations Open access
Semantic Scholar
Adaptive Leader-Follower Formation Control and Obstacle Avoidance via Deep Reinforcement Learning
Yanlin Zhou, F. Lu, George Pu, Xi-Yao Ma +4 more
2019IEEE/RJS International Conference on Intelligent RObots and Systems26 citations Open access
Semantic Scholar
MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning
Yichuan Li, Xi-Yao Ma, Sixing Lu, Kyumin Lee +2 more
2024International Conference on Learning Representations21 citations
Semantic Scholar
Communication-Efficient and Attack-Resistant Federated Edge Learning With Dataset Distillation
Yanlin Zhou, Xi-Yao Ma, Dapeng Oliver Wu, Xiaolin Li
2023IEEE Transactions on Cloud Computing16 citations
Semantic Scholar
Revealing the theoretical wind potential of the Qinghai-Tibet Plateau: A novel Bayesian Monte-Carlo framework for the Weibull bivariate distribution
Li-Ting Wang, Ren-Zhi Liu, Wei-Hua Zeng, Lixiao Zhang +6 more
2025Energy Conversion and Management11 citations Open access
Semantic Scholar
Contrastive Knowledge Graph Attention Network for Request-Based Recipe Recommendation
Xi-Yao Ma, Zheng Gao, Qian Hu, Mohamed Abdelhady
2022IEEE International Conference on Acoustics, Speech, and Signal Processing11 citations
Semantic Scholar
Statistical learning for semantic parsing: A survey
Qile Zhu, Xi-Yao Ma, Xiaolin Li
2019Big Data Mining and Analytics10 citations Open access
Semantic Scholar
Beyond Perfect APIs: A Comprehensive Evaluation of LLM Agents Under Real-World API Complexity
Doyoung Kim, Zhi-Wei Ren, Jie Hao, Zhong-Kai Sun +10 more
2026arXiv.org8 citations
Semantic Scholar
Asking Complex Questions with Multi-hop Answer-focused Reasoning
Xi-Yao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li +1 more
2020arXiv.org5 citations
Semantic Scholar
HCL: Hybrid Contrastive Learning for Graph-based Recommendation
Xi-Yao Ma, Zheng Gao, Qian Hu, Mohamed Abdelhady
2022IEEE International Joint Conference on Neural Network4 citations
Semantic Scholar
Contrastive Co-training for Diversified Recommendation
Xi-Yao Ma, Qian Hu, Zheng Gao, Mohamed Abdelhady
2022IEEE International Joint Conference on Neural Network3 citations
Semantic Scholar
Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants
Qian Hu, Thahir Mohamed, Zheng Gao, Xibin Gao +3 more
2021NLP4CONVAI2 citations Open access
Semantic Scholar
FROST: Fallback Voice Apps Recommendation for Unhandled Voice Commands in Intelligent Personal Assistants
Qian Hu, Thahir Mohamed, Wei Xiao, Xi-Yao Ma +4 more
2022Frontiers in Big Data1 citations Open access
Semantic Scholar
RetailNet : Enhancing Retails of Perishable Products with Multiple Selling Strategies via PairWise Multi-Q Learning
Xi-Yao Ma, F. Lu, X. Pan, Yanlin Zhou +1 more
20191 citations
Semantic Scholar
Modular Platooning and Formation Control
Yanlin Zhou, George Pu, F. Lu, Xi-Yao Ma +1 more
20191 citations
Semantic Scholar
Which Skill to Distill? SGUID: Selecting a Compact Skill Bank for Model-Skill Co-Evolution
Yu-Han Liu, Xi-Yao Ma, Zhong-Kai Sun, Xu Han +3 more
20260 citations
Semantic Scholar
MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning
Afrina Tabassum, Bin Guo, Xi-Yao Ma, Hoda Eldardiry +1 more
2025Conference on Empirical Methods in Natural Language Processing0 citations
Semantic Scholar