Kunpeng Liu - Dissemin

Papers authored by Kunpeng Liu

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2021 Wei Fan, Kunpeng Liu

, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu

Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance

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Kunpeng Liu

, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu

Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy

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Dongjie Wang, Kunpeng Liu

, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu

Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning

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This paper is made freely available by the publisher.

Weijeiying Ren, Kunpeng Liu

, Tianxiang Zhao, Yanjie Fu

Fair and Effective Policing for Neighborhood Safety: Understanding and Overcoming Selection Biases

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Dongjie Wang, Kunpeng Liu

, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu

Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing

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Pengyang Wang, Kunpeng Liu

, Dongjie Wang, Yanjie Fu

Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data

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Dongjie Wang, Pengyang Wang, Kunpeng Liu

, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu

Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective

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Kunpeng Liu

, Haibo Huang, Wei Zhang, Ahmad Hariri, Yanjie Fu, Kien Hua

Multi-Armed Bandit Based Feature Selection

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Wei Fan, Kunpeng Liu

, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu

Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop

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Dongjie Wang, Kunpeng Liu

, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu

Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning

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2020 Kunpeng Liu

, Xiaolin Li, Cliff C. Zou, Haibo Huang, Yanjie Fu

Ambulance Dispatch via Deep Reinforcement Learning

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Xiaosa Zhao, Kunpeng Liu

, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu

Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent

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Wei Fan, Kunpeng Liu

, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu

AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning

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Pengyang Wang, Kunpeng Liu

, Lu Jiang, Xiaolin Li, Yanjie Fu

Incremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams

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Jing Hao, Dina Hassen, Kandamurugu Manickam, Michael F. Murray, Dustin N. Hartzel, Yirui Hu, Kunpeng Liu

, Alanna Kulchak Rahm, Marc S. Williams, Amanda Lazzeri, Adam Buchanan, Amy Sturm, Susan R. Snyder

Healthcare Utilization and Costs after Receiving a Positive BRCA1/2 Result from a Genomic Screening Program

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2019 Kunpeng Liu

, Yanjie Fu, Pengfei Wang, Le Wu, Rui Bo, Xiaolin Li

Automating Feature Subspace Exploration via Multi-Agent Reinforcement Learning

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2018 Kunpeng Liu

, Nitish Uplavikar, Wei Jiang, Yanjie Fu

Privacy-Preserving Multi-task Learning

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Papers authored by Kunpeng Liu