Luyu Qiu

Computer Science · Physical Sciences

7h-index322citations17works1.02yr avg
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Research Topics

Explainable Artificial Intelligence (XAI)(7), Emotion and Mood Recognition(3), Advanced Graph Neural Networks(3), Anomaly Detection Techniques and Applications(3), Topic Modeling(2)

Publications17 total

Interactive Text-to-SQL via Expected Information Gain for Disambiguation
arXiv (Cornell University)·2025Open Access
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models
arXiv (Cornell University)·2025Open Access
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models
2025· 4 citedOpen Access
Dissecting Multiplication in Transformers: Insights into LLMs
arXiv (Cornell University)·2024Open Access
XPose: eXplainable Human Pose Estimation
arXiv (Cornell University)·2024· 1 citedOpen Access
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network
arXiv (Cornell University)·2023Open Access
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network
Proceedings of the AAAI Conference on Artificial Intelligence·2023· 9 citedOpen Access
A Dual Branch Network for Emotional Reaction Intensity Estimation
2023· 7 cited
Exploring Large-scale Unlabeled Faces to Enhance Facial Expression Recognition
2023· 21 cited
Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection
2023· 10 cited
GCF-RD
Proceedings of the 31st ACM International Conference on Information & Knowledge Management·2022· 2 cited
Generating Perturbation-based Explanations with Robustness to Out-of-Distribution Data
Proceedings of the ACM Web Conference 2022·2022· 22 cited
Resisting Out-of-Distribution Data Problem in Perturbation of XAI
arXiv (Cornell University)·2021· 4 citedOpen Access
Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI)
arXiv (Cornell University)·2021· 4 citedOpen Access
Roadmap of Designing Cognitive Metrics for Explainable Artificial\n Intelligence (XAI)
arXiv (Cornell University)·2021· 12 citedOpen Access
Self-Identified 1.5/2nd Generation Chinese New Zealander's Perspectives and Attitudes Towards Mental Health
ResearchSPAce (Bath Spa University)·2021
A Survey of Data-driven and Knowledge-aware eXplainable AI
IEEE Transactions on Knowledge and Data Engineering·2020· 226 cited

Frequent Co-authors

Caleb Chen Cao(8), Hilary Hei Ting Ngai(4), Janet H. Hsiao(4), Chen Zhang(4), Yi Yang(3), Jun Yu(3), Zhongpeng Cai(3), Renda Li(3), Gongpeng Zhao(3), Guochen Xie(3), Wangyuan Zhu(3), Qiang Ling(3), Cong Wang(3), Wei Zheng(3), Yanyan Shen(3), Lei Chen(3), Lei Chen(2), Yueyuan Zheng(2), Jichao Zhu(2), Jiale Deng(2)