| 2025 | ICDAR | Hypergraph-Driven Tabular Data Synthesis with Multi-objective Optimization. | Jin Ouyang, Xu Jia, Sheng Xiang, Ying Zhang, Lu Qin |
| 2025 | ICDE | Efficient Learning-Based Graph Simulation for Temporal Graphs. | Sheng Xiang, Chenhao Xu, Dawei Cheng, Xiaoyang Wang, Ying Zhang |
| 2025 | IROS | A Soft Active Surface Gripper for Safe In Hand Manipulation of Fragile Objects. | Sheng Xiang, Jiahao Li, Yinqi Zhang, Zhong Wei, Jia Liu, Yang Yang |
| 2025 | WWW | Generative Dynamic Graph Representation Learning for Conspiracy Spoofing Detection. | Sheng Xiang, Yidong Jiang, Yunting Chen, Dawei Cheng, Guoping Zhao, Changjun Jiang |
| 2024 | APWEB | Relation-Aware Heterogeneous Graph Neural Network for Fraud Detection. | Enxia Li, Jin Ouyang, Sheng Xiang, Lu Qin, Ling Chen |
| 2024 | DASFAA | Subgraph Patterns Enhanced Graph Neural Network for Fraud Detection. | Yao Zou, Sheng Xiang, Qijun Miao, Dawei Cheng, Changjun Jiang |
| 2023 | AAAI | Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation. | Sheng Xiang, Mingzhi Zhu, Dawei Cheng, Enxia Li, Ruihui Zhao, Yi Ouyang, Ling Chen, Yefeng Zheng |
| 2022 | CIKM | Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction. | Sheng Xiang, Dawei Cheng, Chencheng Shang, Ying Zhang, Yuqi Liang |
| 2022 | ICDE | Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs (Extended abstract). | Dawei Cheng, Chen Chen, Xiaoyang Wang, Sheng Xiang |
| 2022 | ICDE | Efficient Learning-based Community-Preserving Graph Generation. | Sheng Xiang, Dawei Cheng, Jianfu Zhang, Zhenwei Ma, Xiaoyang Wang, Ying Zhang |
| 2021 | CIS | A Novel Contrast Operator for Robust Object Searching. | Yuhang He, Sheng Xiang, Wenjun Zhou, Bo Peng, Ruohan Wang, Linman Li |
| 2020 | AAAI | Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection. | Dawei Cheng, Sheng Xiang, Chencheng Shang, Yiyi Zhang, Fangzhou Yang, Liqing Zhang |
| 2020 | ICRA | Trajectory Optimization for a Six-DOF Cable-Suspended Parallel Robot with Dynamic Motions Beyond the Static Workspace. | Sheng Xiang, Haibo Gao, Zhen Liu, Clment Gosselin |
| 2018 | ICPR | Accumulated Aggregation Shifting Based on Feature Enhancement for Defect Detection on 3D Textured Low-Contrast Surfaces. | Yaping Yan, Sheng Xiang, Hirokazu Asano, Shun'ichi Kaneko |