| 2026 | AAAI | SSL-CST: Cell Segmentation for Single-Cell Spatial Transcriptome Based on Self-Supervised Learning. | Weiliang Huo, Shilin Zhang, Suixue Wang, Qingchen Zhang |
| 2026 | AAAI | GATCL: An Adaptive Contrastive Learning Framework Based on MHGAT for Spatial Domain Identification in Spatial Transcriptomics. | Shilin Zhang, Weiliang Huo, Qingchen Zhang, Xiulong Liu |
| 2026 | AAAI | SAMGTD: Spatial-Aware Masked Graph Transformer-Diffusion Model for Enhanced Cell Type Deconvolution in Spatial Transcriptomics. | Shilin Zhang, Suixue Wang, Qingchen Zhang, Xiulong Liu |
| 2025 | IJCAI | Higher-order Logical Knowledge Representation Learning. | Suixue Wang, Weiliang Huo, Shilin Zhang, Qingchen Zhang |
| 2025 | IJCAI | POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction. | Suixue Wang, Shilin Zhang, Huiyuan Lai, Weiliang Huo, Qingchen Zhang |
| 2025 | IJCAI | MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering. | Suixue Wang, Shilin Zhang, Qingchen Zhang, Peng Li, Weiliang Huo |
| 2025 | IJCAI | EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos. | Bo Xu, Quanhao Zhu, Qingchen Zhang, Mengmeng Wang, Liang Zhao, Hongfei Lin, Jing Ren, Feng Xia |
| 2025 | IJCAI | CSF-GAN: Cross-modal Semantic Fusion-based Generative Adversarial Network for Text-guided Image Inpainting. | Shilin Zhang, Suixue Wang, Qingchen Zhang, Liang Zhao, Weiliang Huo, Sijia Hou, Chunjiang Fu |
| 2025 | IJCAI | Dual Robust Unbiased Multi-View Clustering for Incomplete and Unpaired Information. | Liang Zhao, Ziyue Wang, Chuanye He, Qingchen Zhang, Bo Xu |
| 2024 | KDD | Self-Supervised Learning for Graph Dataset Condensation. | Yuxiang Wang, Xiao Yan, Shiyu Jin, Hao Huang, Quanqing Xu, Qingchen Zhang, Bo Du, Jiawei Jiang |
| 2022 | UIC | A differential privacy based prototypical network for medical data learning. | Yu Guo, Feng Yang, Pengyue Sun, Qingchen Zhang |
| 2022 | UIC | BRCNN: Chinese medical question answer selection based on BERT. | Ruilin Qi, Pengyue Sun, Qingchen Zhang |
| 2010 | ICNC | Research on the application of BP neural network in construction control for cable replacement of the cable-stayed bridge. | Quansheng Sun, Xiaoguang Guo, Deping Zhang, Xikun Guan, Qingchen Zhang |