Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A
Dual Optimization Perspective

Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective

29 June 2023

Papers citing "Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective"

19 / 19 papers shown

Title
Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search Rui Liu Rui Xie Zijun Yao Yanjie Fu Dongjie Wang 2 0 0 16 May 2025
Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization Xiaohan Huang Dongjie Wang Zhiyuan Ning Ziyue Qiao Qingqing Long Haowei Zhu Yi Du Min-Ying Wu Yuanchun Zhou Meng Xiao 45 1 0 24 Apr 2025
FastFT: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies Tianqi He Xiaohan Huang Yi Du Qingqing Long Ziyue Qiao Min-Ying Wu Yanjie Fu Yuanchun Zhou Meng Xiao OffRL 99 2 0 26 Mar 2025
Iterative Feature Space Optimization through Incremental Adaptive Evaluation Yanping Wu Yanyong Huang Zhengzhang Chen Zijun Yao Yanjie Fu Kunpeng Liu Xiao Luo Dongjie Wang 34 0 0 28 Jan 2025
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation Dongjie Wang Yanyong Huang Wangyang Ying Haoyue Bai Nanxu Gong ... Meng Xiao Pengfei Wang P. Wang Hui Xiong Yanjie Fu LMTD 45 5 0 17 Jan 2025
Reinforcement Feature Transformation for Polymer Property Performance Prediction Xuanming Hu Dongjie Wang Wangyang Ying Yanjie Fu 37 7 0 23 Sep 2024
GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation Guojiao Lin Xuezhi Wang Dongjie Wang Qingqing Long Yuanchun Zhou Meng Xiao 45 3 0 17 Jul 2024
Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy Xiaohan Huang Dongjie Wang Zhiyuan Ning Ziyue Qiao Qingqing Long Haowei Zhu Min Wu Yuanchun Zhou Meng Xiao OffRL 27 5 0 11 Jun 2024
Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation Nanxu Gong Wangyang Ying Dongjie Wang Yanjie Fu 37 5 0 26 Apr 2024
Feature Selection as Deep Sequential Generative Learning Wangyang Ying Dongjie Wang Haifeng Chen Yanjie Fu 41 8 0 06 Mar 2024
Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation Xunxin Cai Meng Xiao Zhiyuan Ning Yuanchun Zhou 33 12 0 09 Oct 2023
Feature Interaction Aware Automated Data Representation Transformation Steve Hanneke Dongjie Wang Kunpeng Liu Wei Zhang Yanjie Fu 33 4 0 29 Sep 2023
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions Dongjie Wang Meng Xiao Min-Ying Wu P. Wang Yuanchun Zhou Yanjie Fu 37 19 0 24 Sep 2023
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing Wangyang Ying Dongjie Wang Kunpeng Liu Leilei Sun Yanjie Fu 24 15 0 08 Sep 2023
Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation Meng Xiao Min-Ying Wu Ziyue Qiao Yanjie Fu Zhiyuan Ning Yi Du Yuanchun Zhou 38 8 0 04 Sep 2023
Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection Meng Xiao Dongjie Wang Min-Ying Wu P. Wang Yuanchun Zhou Yanjie Fu 31 23 0 26 Feb 2023
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy Kunpeng Liu Pengfei Wang Dongjie Wang Wan Du Dapeng Wu Yanjie Fu 81 17 0 29 Sep 2021
Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning Dongjie Wang Kunpeng Liu David Mohaisen Pengyang Wang Chang-Tien Lu Yanjie Fu 11 8 0 22 Sep 2021
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective Dongjie Wang Pengyang Wang Kunpeng Liu Yuanchun Zhou C. Hughes Yanjie Fu 76 28 0 07 Jan 2021