| 2026 | AAAI | Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models. | Xueqi Ma, Xingjun Ma, Sarah Monazam Erfani, Danilo P. Mandic, James Bailey |
| 2026 | ACL | EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection. | Shuo Yang, Caren Han, Xueqi Ma, Yan Li, Mohammad Reza Ghasemi Madani, Eduard H. Hovy |
| 2026 | WWW | Hi-GMAE: Hierarchical Graph Masked Autoencoders. | Chuang Liu, Zelin Yao, Xueqi Ma, Mukun Chen, Luzhi Wang, Jia Wu, Wenbin Hu |
| 2025 | SIGGRAPH | CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe Generation. | Xueqi Ma, Yilin Liu, Tianlong Gao, Qirui Huang, Hui Huang |
| 2024 | ECCV | Generating 3D House Wireframes with Semantics. | Xueqi Ma, Yilin Liu, Wenjun Zhou, Ruowei Wang, Hui Huang |
| 2024 | IJCAI | Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders. | Chuang Liu, Yuyao Wang, Yibing Zhan, Xueqi Ma, Dapeng Tao, Jia Wu, Wenbin Hu |
| 2024 | IJCAI | Gradformer: Graph Transformer with Exponential Decay. | Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Shirui Pan, Wenbin Hu |
| 2024 | SDM | Training Sparse Graph Neural Networks via Pruning and Sprouting. | Xueqi Ma, Xingjun Ma, Sarah M. Erfani, James Bailey |
| 2023 | IJCAI | Gapformer: Graph Transformer with Graph Pooling for Node Classification. | Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, Dapeng Tao, Jia Wu, Wenbin Hu |
| 2016 | ICDM | Local Structure Preserving Using Manifold Regularization and Pairwise Constraints for Action Recognition. | Xueqi Ma, Zhengyang Cao, Weifeng Liu |