Resisting Out-of-Distribution Data Problem in Perturbation of XAI. - Luyu Qiu; Yi Yang 090; Caleb Chen Cao; Jing Liu; Yueyuan Zheng; Hilary Hei Ting Ngai; Janet H. Hsiao; Lei Chen 002 (CoRR, 2021)

Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI). - Janet Hui-wen Hsiao; Hilary Hei Ting Ngai; Luyu Qiu; Yi Yang 090; Caleb Chen Cao (CoRR, 2021)

GCF-RD: A Graph-based Contrastive Framework for Semi-Supervised Learning on Relational Databases. - Runjin Chen; Tong Li 017; Yanyan Shen; Luyu Qiu; Kaidi Li; Caleb Chen Cao (CIKM, 2022)

Generating Perturbation-based Explanations with Robustness to Out-of-Distribution Data. - Luyu Qiu; Yi Yang 090; Caleb Chen Cao; Yueyuan Zheng; Hilary Hei Ting Ngai; Janet Hui-wen Hsiao; Lei Chen 002 (WWW, 2022)

A Survey of Data-Driven and Knowledge-Aware eXplainable AI. - Xiao-Hui Li 009; Caleb Chen Cao; Yuhan Shi; Wei Bai; Han Gao; Luyu Qiu; Cong Wang; Yuanyuan Gao; Shenjia Zhang; Xun Xue; Lei Chen 002 (IEEE Trans. Knowl. Data Eng., 2022)

Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network. - Tong Li 017; Jiale Deng; Yanyan Shen; Luyu Qiu; Yongxiang Huang; Caleb Chen Cao (AAAI, 2023)

Exploring Large-scale Unlabeled Faces to Enhance Facial Expression Recognition. - Jun Yu 001; Zhongpeng Cai; Renda Li; Gongpeng Zhao; Guochen Xie; Jichao Zhu; Wangyuan Zhu; Qiang Ling 001; Lei Wang 203; Cong Wang 039; Luyu Qiu; Wei Zheng (CVPR Workshops, 2023)

Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection. - Jun Yu 001; Renda Li; Zhongpeng Cai; Gongpeng Zhao; Guochen Xie; Jichao Zhu; Wangyuan Zhu; Qiang Ling 001; Lei Wang 203; Cong Wang 039; Luyu Qiu; Wei Zheng (CVPR Workshops, 2023)

A Dual Branch Network for Emotional Reaction Intensity Estimation. - Jun Yu 001; Jichao Zhu; Wangyuan Zhu; Zhongpeng Cai; Guochen Xie; Renda Li; Gongpeng Zhao; Qiang Ling 001; Lei Wang 203; Cong Wang 039; Luyu Qiu; Wei Zheng (CVPR Workshops, 2023)

SAR2EO: A High-resolution Image Translation Framework with Denoising Enhancement. - Jun Yu 001; Shenshen Du; Renjie Lu; Pengwei Li; Guochen Xie; Zhongpeng Cai; Keda Lu; Qing Ling; Cong Wang 039; Luyu Qiu; Wei Zheng (CoRR, 2023)

XPose: eXplainable Human Pose Estimation. - Luyu Qiu; Jianing Li; Lei Wen; Chi Su; Fei Hao; Chen Jason Zhang; Lei Chen 002 (CoRR, 2024)

Dissecting Multiplication in Transformers: Insights into LLMs. - Luyu Qiu; Jianing Li; Chi Su; Chen Jason Zhang; Lei Chen 002 (CoRR, 2024)

Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models. - Haoyang Li 002; Xuejia Chen; Zhanchao Xu; Darian Li; Nicole Hu; Fei Teng; Yiming Li; Luyu Qiu; Chen Jason Zhang; Qing Li 001; Lei Chen 002 (ACL (Findings), 2025)

Interactive Text-to-SQL via Expected Information Gain for Disambiguation. - Luyu Qiu; Jianing Li; Chi Su; Lei Chen (CoRR, 2025)