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2020 – today
- 2024
[j2]Wangyang Ying
, Dongjie Wang, Haifeng Chen, Yanjie Fu:
Feature Selection as Deep Sequential Generative Learning. ACM Trans. Knowl. Discov. Data 18(9): 221:1-221:21 (2024)- [c5]Xuanming Hu, Dongjie Wang, Wangyang Ying, Yanjie Fu:
Reinforcement Feature Transformation for Polymer Property Performance Prediction. CIKM 2024: 4538-4545 - [c4]Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu:
Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. CIKM 2024: 5046-5053 - [c3]Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu:
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. KDD 2024: 3966-3976 - [i10]Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu:
Feature Selection as Deep Sequential Generative Learning. CoRR abs/2403.03838 (2024) - [i9]Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu:
Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent. CoRR abs/2403.04015 (2024) - [i8]Nanxu Gong, Wangyang Ying, Dongjie Wang, Yanjie Fu:
Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. CoRR abs/2404.17157 (2024) - [i7]Nanxu Gong, Chandan K. Reddy, Wangyang Ying, Yanjie Fu:
Evolutionary Large Language Model for Automated Feature Transformation. CoRR abs/2405.16203 (2024) - [i6]Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu:
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. CoRR abs/2405.16879 (2024) - [i5]Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu:
Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. CoRR abs/2409.15612 (2024) - [i4]Xuanming Hu, Dongjie Wang, Wangyang Ying, Yanjie Fu:
Reinforcement Feature Transformation for Polymer Property Performance Prediction. CoRR abs/2409.15616 (2024) - [i3]Wangyang Ying, Haoyue Bai, Kunpeng Liu, Yanjie Fu:
Topology-aware Reinforcement Feature Space Reconstruction for Graph Data. CoRR abs/2411.05742 (2024) - 2023
- [c2]Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu:
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. ICDM 2023: 748-757 - [i2]Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu:
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. CoRR abs/2309.04612 (2023) - 2022
- [c1]Haolin Deng, Yanan Zhang, Yangfan Zhang, Wangyang Ying, Changlong Yu, Jun Gao, Wei Wang, Xiaoling Bai, Nan Yang, Jin Ma, Xiang Chen, Tianhua Zhou:
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset. EMNLP 2022: 6511-6524 - [i1]Haolin Deng, Yanan Zhang, Yangfan Zhang, Wangyang Ying, Changlong Yu, Jun Gao, Wei Wang, Xiaoling Bai, Nan Yang, Jin Ma, Xiang Chen, Tianhua Zhou:
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset. CoRR abs/2211.00869 (2022) - 2020
- [j1]Wangyang Ying, Lei Zhang, Hongli Deng:
Sichuan dialect speech recognition with deep LSTM network. Frontiers Comput. Sci. 14(2): 378-387 (2020)
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