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Meng Xiao
Meng Xiao
Other names肖濛, Xiao Meng
Assistant Researcher, University of Chinese Academy of Sciences, China
Verified email at cnic.cn - Homepage
Title
Cited by
Cited by
Year
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
362019
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
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
142023
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
102023
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
102023
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
9*2024
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
92023
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
92022
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
82023
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
82023
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
82021
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
72023
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
52024
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
5*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
3*2024
Who should review your proposal? interdisciplinary topic path detection for research proposals
M Xiao, Z Qiao, Y Fu, H Dong, Y Du, P Wang, D Li, Y Zhou
Submitted to KDD 2022, 2022
32022
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
12024
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
12024
Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy
X Huang, D Wang, Z Ning, Z Qiao, Q Long, H Zhu, M Wu, Y Zhou, M Xiao
arXiv preprint arXiv:2406.07404, 2024
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
2024
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