Liu, Kunpeng

15 publications

IJCAI 2025 Dual-Agent Reinforcement Learning for Automated Feature Generation Wanfu Gao, Zengyao Man, Hanlin Pan, Kunpeng Liu

IJCAI 2025 Dynamic and Adaptive Feature Generation with LLM Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar, Yuanchun Zhou, Pengfei Wang, Kunpeng Liu

IJCAI 2025 Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method Wanfu Gao, Jun Gao, Qingqi Han, Hanlin Pan, Kunpeng Liu

IJCAI 2025 LEKA: LLM-Enhanced Knowledge Augmentation Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dongjie Wang, Yanjie Fu, Kunpeng Liu

IJCAI 2025 Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning Wanfu Gao, Hanlin Pan, Qingqi Han, Kunpeng Liu

AAAI 2025 RATT: A Thought Structure for Coherent and Correct LLM Reasoning Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu

AAAI 2025 Reconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-Label Feature Selection Hanlin Pan, Kunpeng Liu, Wanfu Gao

IJCAI 2025 Two-Stage Feature Generation with Transformer and Reinforcement Learning Wanfu Gao, Zengyao Man, Zebin He, Yuhao Tang, Jun Gao, Kunpeng Liu

AAAI 2025 Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection Pingting Hao, Kunpeng Liu, Wanfu Gao

AAAI 2024 Double-Layer Hybrid-Label Identification Feature Selection for Multi-View Multi-Label Learning Pingting Hao, Kunpeng Liu, Wanfu Gao

IJCAI 2024 Hierarchical Reinforcement Learning for Point of Interest Recommendation Yanan Xiao, Lu Jiang, Kunpeng Liu, Yuanbo Xu, Pengyang Wang, Minghao Yin

IJCAI 2024 TFWT: Tabular Feature Weighting with Transformer Xinhao Zhang, Zaitian Wang, Lu Jiang, Wanfu Gao, Pengfei Wang, Kunpeng Liu

IJCAI 2022 Feature and Instance Joint Selection: A Reinforcement Learning Perspective Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu

AAAI 2021 Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu

IJCAI 2020 Exploiting Mutual Information for Substructure-Aware Graph Representation Learning Pengyang Wang, Yanjie Fu, Yuanchun Zhou, Kunpeng Liu, Xiaolin Li, Kien A. Hua