| Exploring human mobility patterns using geo-tagged social media data at the group level C Yang, M Xiao, X Ding, W Tian, Y Zhai, J Chen, L Liu, X Ye Journal of Spatial Science 64 (2), 221-238, 2019 | 38 | 2019 |
| A survey on the construction methods and applications of sci-tech big data knowledge graph Y Zhou, W Wang, Z Qiao, M Xiao, Y Du Sci. Sin. Inf 50 (7), 957, 2020 | 28* | 2020 |
| Genecompass: Deciphering universal gene regulatory mechanisms with knowledge-informed cross-species foundation model X Yang, G Liu, G Feng, D Bu, P Wang, J Jiang, S Chen, Q Yang, Y Zhang, ... bioRxiv, 2023.09. 26.559542, 2023 | 17 | 2023 |
| Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents M Xiao, D Wang, M Wu, Z Qiao, P Wang, Y Zhou, Y Fu Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023 | 15 | 2023 |
| Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection M Xiao, D Wang, M Wu, P Wang, Y Zhou, Y Fu The IEEE International Conference on Data Mining (ICDM) 1 (1), 1-10, 2023 | 12 | 2023 |
| Semi-supervised Domain Adaptation in Graph Transfer Learning Z Qiao*, X Luo*, M Xiao*, H Dong, Y Zhou, H Xiong 2023 International Joint Conference on Artificial Intelligence (IJCAI), 2023 | 11 | 2023 |
| Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification M Xiao, Z Qiao, Y Fu, H Dong, Y Du, P Wang, H Xiong, Y Zhou IEEE Transactions on Knowledge and Data Engineering 35 (9), 9685 - 9699, 2023 | 11* | 2023 |
| Traceable group-wise self-optimizing feature transformation learning: A dual optimization perspective M Xiao, D Wang, M Wu, K Liu, H Xiong, Y Zhou, Y Fu ACM Transactions on Knowledge Discovery from Data, 2024 | 10* | 2024 |
| Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification M Xiao, Z Qiao, Y Fu, Y Du, P Wang, Y Zhou International Conference On Data Mining (ICDM) 2021, 757-767, 2021 | 10 | 2021 |
| Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions D Wang*, M Xiao*, M Wu, P Wang, Y Zhou, Y Fu NeurIPS 2023 Spotlight, 2023 | 9 | 2023 |
| NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis X Ye*, M Xiao*, Z Ning, W Dai, W Cui, Y Du, Y Zhou Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023 | 9 | 2023 |
| RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training Z Qiao, Y Fu, P Wang, M Xiao, Z Ning, Y Du, Y Zhou IEEE Transactions on Big Data 9 (1), 186-187, 2022 | 9 | 2022 |
| Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning H Dong, P Wang, M Xiao, Z Ning, P Wang, Y Zhou Artificial Intelligence Journal, 2024 | 8 | 2024 |
| Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation C Xunxin, M Xiao*, Z Ning, Y Zhou The IEEE International Conference on Data Mining (ICDM) 2023, 956-961, 2023 | 7* | 2023 |
| Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation M Xiao, M Wu, Z Qiao, Y Fu, Z Ning, Y Du, Y Zhou Accepted by Transactions on Knowledge Discovery from Data, 2024 | 5* | 2024 |
| Information filtering and interpolating for semi-supervised graph domain adaptation Z Qiao, M Xiao, W Guo, X Luo, H Xiong Pattern Recognition 153, 110498, 2024 | 2 | 2024 |
| FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization Z Ning, C Tian, M Xiao, W Fan, P Wang, L Li, P Wang, Y Zhou Accepted by IJCAI-24, 2024 | 2 | 2024 |
| BioRAG: A RAG-LLM Framework for Biological Question Reasoning C Wang, Q Long, M Xiao, X Cai, C Wu, Z Meng, X Wang, Y Zhou arXiv preprint arXiv:2408.01107, 2024 | 1 | 2024 |
| Enhanced Gene Selection in Single-Cell Genomics: Pre-Filtering Synergy and Reinforced Optimization W Zhang, Z Meng, D Wang, M Wu, K Liu, Y Zhou, M Xiao arXiv preprint arXiv:2406.07418, 2024 | 1 | 2024 |
| Towards Graph Prompt Learning: A Survey and Beyond Q Long, Y Yan, P Zhang, C Fang, W Cui, Z Ning, M Xiao, N Cao, X Luo, ... arXiv preprint arXiv:2408.14520, 2024 | | 2024 |
Yuanchun ZhouComputer Network Information Center,CAS在 cnic.cn 的电子邮件经过验证
