Kunpeng Liu
University of Central Florida
H-index: 13
North America-United States
Top articles of Kunpeng Liu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Traceable Group-wise Self-optimizing Feature Transformation Learning: A Dual Optimization Perspective | ACM Transactions on Knowledge Discovery from Data | Meng Xiao Dongjie Wang Min Wu Kunpeng Liu Hui Xiong | 2024/2/13 |
Deep Adaptive Graph Clustering via von Mises-Fisher Distributions | ACM Transactions on the Web | Pengfei Wang Daqing Wu Chong Chen Kunpeng Liu Yanjie Fu | 2024/1/8 |
Feature Interaction Aware Automated Data Representation Transformation | Ehtesamul Azim Dongjie Wang Kunpeng Liu Wei Zhang Yanjie Fu | 2024 | |
Double-Layer Hybrid-Label Identification Feature Selection for Multi-View Multi-Label Learning | Proceedings of the AAAI Conference on Artificial Intelligence | Pingting Hao Kunpeng Liu Wanfu Gao | 2024/3/24 |
Automated Urban Planning Aware Spatial Hierarchies and Human Instructions | Knowledge and Information Systems | Dongjie Wang Kunpeng Liu Yanyong Huang Leilei Sun Bowen Du | 2023/3 |
T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data | Weijieying Ren Tianxiang Zhao Wei Qin Kunpeng Liu | 2023/10/21 | |
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation | ACM Transactions on Spatial Algorithms and Systems | Dongjie Wang Yanjie Fu Kunpeng Liu Fanglan Chen Pengyang Wang | 2023/1/18 |
Interactive Reinforced Feature Selection with Traverse Strategy | Knowledge and Information Systems | Kunpeng Liu Dongjie Wang Wan Du Dapeng Oliver Wu Yanjie Fu | 2023/5 |
Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations | Pengfei Wang Daniel Wang Kunpeng Liu Dongjie Wang Yuanchun Zhou | 2023 | |
A Counterfactual Collaborative Session-based Recommender System | Wenzhuo Song Shoujin Wang Yan Wang Kunpeng Liu Xueyan Liu | 2023/4/30 | |
Traceable Automatic Feature Transformation via Cascading Actor-critic Agents | Meng Xiao Dongjie Wang Min Wu Ziyue Qiao Pengfei Wang | 2023 | |
Reinforced Imitative Graph Learning for Mobile User Profiling | IEEE Transactions on Knowledge and Data Engineering | Dongjie Wang Pengyang Wang Yanjie Fu Kunpeng Liu Hui Xiong | 2023/4/25 |
RDKG: A Reinforcement Learning Framework for Disease Diagnosis on Knowledge Graph | Shipeng Guo Kunpeng Liu Pengfei Wang Weiwei Dai Yi Du | 2023/12/1 | |
Reinforced Explainable Knowledge Concept Recommendation in MOOCs | ACM Transactions on Intelligent Systems and Technology | Lu Jiang Kunpeng Liu Yibin Wang Dongjie Wang Pengyang Wang | 2023/4/1 |
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing | Wangyang Ying Dongjie Wang Kunpeng Liu Leilei Sun Yanjie Fu | 2023/12/1 | |
Online POI Recommendation: Learning Dynamic Geo-human Interactions in Streams | IEEE Transactions on Big Data | Dongjie Wang Kunpeng Liu Hui Xiong Yanjie Fu | 2022/10/17 |
Towards Automated Data Mining: Reinforcement Intelligence for Self-Optimizing Feature Engineering | Kunpeng Liu | 2022 | |
A simpler machine learning model for acute kidney injury risk stratification in hospitalized patients | Journal of Clinical Medicine | Yirui Hu Kunpeng Liu Kevin Ho David Riviello Jason Brown | 2022/9/26 |
Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation via Hawkes Process based LSTM | Pengfei Wang Kunpeng Liu Yuanchun Zhou Yanjie Fu | 2022 | |
Self-optimizing Feature Transformation | arXiv preprint arXiv:2209.08044 | Meng Xiao Dongjie Wang Min Wu Kunpeng Liu Hui Xiong | 2022/9/16 |
Co-Authors
