| 2026 | DASFAA | A Cross-Modal Hierarchical Contrastive Learning Framework for Protein-Protein Interaction Prediction. | Ran Zhang, Yihong Wang, Xuezhi Wang, Qingqing Long, Jianghua Zhao, Meng Xiao |
| 2025 | DASFAA | Knowledge Hierarchy Guided Biological-Medical Dataset Distillation for Domain LLM Training. | Xunxin Cai, Chengrui Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao |
| 2025 | ICDE | Fastft: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies. | Tianqi He, Xiaohan Huang, Yi Du, Qingqing Long, Ziyue Qiao, Min Wu, Yanjie Fu, Yuanchun Zhou, Meng Xiao |
| 2025 | ICLR | Towards Continuous Reuse of Graph Models via Holistic Memory Diversification. | Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Xiao Luo, Hui Xiong |
| 2025 | ICML | GCAL: Adapting Graph Models to Evolving Domain Shifts. | Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong |
| 2025 | KDD | SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models. | Chuan Qin, Xin Chen, Chengrui Wang, Pengmin Wu, Xi Chen, Yihang Cheng, Jingyi Zhao, Meng Xiao, Xiangchao Dong, Qingqing Long, Boya Pan, Han Wu, Chengzan Li, Yuanchun Zhou, Hui Xiong, Hengshu Zhu |
| 2025 | WCNC | Multi-UAV Trajectory Generation for Fresh Data Collection: A Diffusion-based Reinforcement Learning Approach. | Ziping Yu, Meng Xiao, Yijie Wang, Zhongliang Zhao, Xianbin Cao, Yang Liu, Tony Q. S. Quek |
| 2024 | CIKM | GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation. | Guojiao Lin, Zhen Meng, Dongjie Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao |
| 2024 | CIKM | MOAT: Graph Prompting for 3D Molecular Graphs. | Qingqing Long, Yuchen Yan, Wentao Cui, Wei Ju, Zhihong Zhu, Yuanchun Zhou, Xuezhi Wang, Meng Xiao |
| 2024 | COLING | DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation. | Mengyi Huang, Meng Xiao, Ludi Wang, Yi Du |
| 2024 | DASFAA | scCDCG: Efficient Deep Structural Clustering for Single-Cell RNA-Seq via Deep Cut-Informed Graph Embedding. | Ping Xu, Zhiyuan Ning, Meng Xiao, Guihai Feng, Xin Li, Yuanchun Zhou, Pengfei Wang |
| 2024 | ICDM | SCREADER: Prompting Large Language Models to Interpret scRNA-seq Data. | Cong Li, Qingqing Long, Yuanchun Zhou, Meng Xiao |
| 2024 | IJCAI | FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization. | Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou |
| 2024 | VTC | A Fast Weighted Clustering Algorithm for FANET. | Na Wang, Meng Xiao, Zhongliang Zhao, Yang Liu |
| 2023 | ICDM | Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection. | Meng Xiao, Dongjie Wang, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu |
| 2023 | ICDM | Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation. | Xunxin Cai, Meng Xiao, Zhiyuan Ning, Yuanchun Zhou |
| 2023 | ICDM | Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation. | Xunxin Cai, Meng Xiao, Zhiyuan Ning, Yuanchun Zhou |
| 2023 | IJCAI | Semi-supervised Domain Adaptation in Graph Transfer Learning. | Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong |
| 2023 | SDM | Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents. | Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu |
| 2023 | SDM | NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis. | Xu Ye, Meng Xiao, Zhiyuan Ning, Weiwei Dai, Wenjuan Cui, Yi Du, Yuanchun Zhou |
| 2022 | ICASSP | Deformable Convolution Dense Network for Compressed Video Quality Enhancement. | Jiahui Liu, Mingcai Zhou, Meng Xiao |
| 2021 | ICDM | Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification. | Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang, Yuanchun Zhou |
| 2015 | ICA3PP | SHB + -Tree: A Segmentation Hybrid Index Structure for Temporal Data. | Mei Wang, Meng Xiao |
| 2013 | WCNC | An effective routing protocol for energy harvesting wireless sensor networks. | Meng Xiao, Xuedan Zhang, Yuhan Dong |