2024 |
TKDD 2024 |
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Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective
Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, and Yuanchun Zhou, Yanjie Fu.
ACM Transactions on Knowledge Discovery from Data, 2024
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TKDD 2024 |
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Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation
Meng Xiao, Min Wu, Ziyue Qiao, Yanjie Fu, Zhiyuan Ning, Yi Du, Yuanchun Zhou.
ACM Transactions on Knowledge Discovery from Data, 2024
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ICDM 2024 |
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SCReader: Prompting Large Language Models to Interpret scRNA-seq Data
Cong Li, Qingqing Long, Yuanchun Zhou, Meng Xiao*.
23th International Conference on DataMining, 2024
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CIKM 2024 |
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GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation
Guojiao Lin, Zhen Meng, Dongjie Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao*.
33rd ACM International Conference on Information and Knowledge Management, 2024
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CIKM 2024 |
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MOAT: Graph Prompting for 3D Molecular Graphs
Qingqing Long, Yuchen Yan, Wentao Cui, Zhihong Zhu, Wei Ju, Zhihong Zhu, Yuanchun Zhou, Xuezhi Wang, Meng Xiao*.
33rd ACM International Conference on Information and Knowledge Management, 2024
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BIBM 2024 |
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GENESUM: Large Language Model-based Gene Summary Extraction
Zhijian Chen, Chuan Hu, Min Wu, Qingqing Long, Xuezhi Wang, Yuanchun Zhou Meng Xiao*.
International Conference on Bioinformatics and Biomedicine (BIBM), 2024
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LREC-COLING 2024 |
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DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation
Mengyi Huang§, Meng Xiao§, Ludi Wang, Yi Du.
LREC-COLING, 2024
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2023 |
TKDE 2023 |
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Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification
Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, and Yuanchun Zhou.
IEEE Transactions on Knowledge and Data Engineering, 2023
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ICDM 2023 |
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Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection
Meng Xiao, Dongjie Wang, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu.
23rd IEEE International Conference on Data Mining, 2023
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SDM 2023 |
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Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents
Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, and Yanjie Fu.
2023 SIAM International Conference on Data Mining, 2023
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ICDM 2023 |
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Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation
Xunxin Cai, Meng Xiao*, Zhiyuan Ning, and Yuanchun Zhou.
23rd IEEE International Conference on Data Mining, 2023
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NeurIPS 2023 |
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Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions
Dongjie Wang§, Meng Xiao§, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu.
NeurIPS 2023 [Spotlight Paper], 2023
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SDM 2023 |
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NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis
Xu Ye§, Meng Xiao§, Zhiyuan Ning, Weiwei Dai, Wenjuan Cui, Yi Du, Yuanchun Zhou.
2023 SIAM International Conference on Data Mining, 2023
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IJCAI 2023 |
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Semi-supervised Domain Adaptation in Graph Transfer Learning
Ziyue Qiao§, Luo Xiao§, Meng Xiao§, Hao Dong, Yuanchun Zhou, Hui Xiong.
The 32nd International Joint Conference on Artificial Intelligence, 2023
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2021 |
ICDM 2021 |
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Expert Knowledge Guided Length-Variant Hierarchical Label Generation for Proposal Classification
Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang, and Yuanchun Zhou.
2021 IEEE International Conference on Data Mining, 2021
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