Proceedings

Kunpeng Liu

Beijing National Research Center for Information Science and Technology ,; Department of Automation , Tsinghua University , Beijing , China ,

11 papers in the IJCAI proceedings

IJCAI 2026

ThinFormer: Channel Sparse Transformer for Efficient HRW Object Detection
with Wenxi Li, Moran Liu, Shuyang Liu, Chenyang Lyu, Haozhe Lin, Yuchen Guo
doi:10.24963/ijcai.2026/405
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IJCAI 2025

Dual-Agent Reinforcement Learning for Automated Feature Generation
with Wanfu Gao, Zengyao Man, Hanlin Pan
doi:10.24963/ijcai.2025/578
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Dynamic and Adaptive Feature Generation with LLM
with Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar, Yuanchun Zhou, Pengfei Wang
doi:10.24963/ijcai.2025/782
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Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method
with Wanfu Gao, Jun Gao, Qingqi Han, Hanlin Pan
doi:10.24963/ijcai.2025/575
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LEKA: LLM-Enhanced Knowledge Augmentation
with Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dongjie Wang, Yanjie Fu
doi:10.24963/ijcai.2025/781
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Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning
with Wanfu Gao, Hanlin Pan, Qingqi Han
doi:10.24963/ijcai.2025/576
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Two-Stage Feature Generation with Transformer and Reinforcement Learning
with Wanfu Gao, Zengyao Man, Zebin He, Yuhao Tang, Jun Gao
doi:10.24963/ijcai.2025/577
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IJCAI 2024

Hierarchical Reinforcement Learning for Point of Interest Recommendation
with Yanan Xiao, Lu Jiang, Yuanbo Xu, Pengyang Wang, Minghao Yin
doi:10.24963/ijcai.2024/272
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TFWT: Tabular Feature Weighting with Transformer
with Xinhao Zhang, Zaitian Wang, Lu Jiang, Wanfu Gao, Pengfei Wang
doi:10.24963/ijcai.2024/284
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IJCAI 2022

Feature and Instance Joint Selection: A Reinforcement Learning Perspective
with Wei Fan, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu
doi:10.24963/ijcai.2022/280
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IJCAI 2020

Exploiting Mutual Information for Substructure-aware Graph Representation Learning
with Pengyang Wang, Yanjie Fu, Yuanchun Zhou, Xiaolin Li, Kien Hua
doi:10.24963/ijcai.2020/472
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