KL
Kunpeng Liu
cs.LGcs.AIcs.CLcs.IRcs.ITmath.ITstat.MLcs.CVacute kidney injuryadversarial learning
On Valency
published · living versionsW_yfx7dhrd·v1 · currentpublished
AegisFlow: Training-Free Non-Myopic Path-Safe Guided Flow Matching
with Boshi Zhang, Keyou You
1 version
Preprints & journals
52 papers in the corpus · 2014–2026From Reading Code to Reading Spec: A Verified Layer for LLM-Driven Codebase Maintenance2609.06383v1 · Xinhao Zhang, Jingjie Lu, Kunpeng Liu et al.2026 · 0 citationsarXiv
Machine learning-based framework for wall-perching prediction of flying robot.41381602 · Shen, Yunian, Mao, Chenxi, Qi, Zeyu et al.2025 · 0 citationsNature communications. 2025;16(1):11038
Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation2511.21934v2 · Tao Zhe, Huazhen Fang, Kunpeng Liu et al.2025 · 0 citationsarXiv
DRTA: Dynamic Reward Scaling for Reinforcement Learning in Time Series Anomaly Detection2508.18474v1 · Bahareh Golchin, Banafsheh Rekabdar, Kunpeng Liu2025 · 0 citationsIEEE 2025 Conference on AI, Science, Engineering, and Technology (AIxSET)
Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning2506.04669v1 · Wanfu Gao, Hanlin Pan, Qingqi Han et al.2025 · 2 citationsarXiv
Two-Stage Feature Generation with Transformer and Reinforcement Learning2505.21978v1 · Wanfu Gao, Zengyao Man, Zebin He et al.2025 · 0 citationsarXiv
Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking2505.19722v1 · Yihao Ai, Zhiyuan Ning, Weiwei Dai et al.2025 · 1 citationarXiv
Entropy-based Exploration Conduction for Multi-step Reasoning2503.15848v2 · Jinghan Zhang, Xiting Wang, Fengran Mo et al.2025 · 5 citationsarXiv
Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection2503.14024v1 · Pingting Hao, Kunpeng Liu, Wanfu Gao2025 · 13 citationsarXiv
Reconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-label Feature Selection2503.10115v1 · Hanlin Pan, Kunpeng Liu, Wanfu Gao2025 · 6 citationsarXiv
Diversity-oriented Data Augmentation with Large Language Models2502.11671v2 · Zaitian Wang, Jinghan Zhang, Xinhao Zhang et al.2025 · 11 citationsarXiv
LEKA:LLM-Enhanced Knowledge Augmentation2501.17802v3 · Xinhao Zhang, Jinghan Zhang, Fengran Mo et al.2025 · 4 citationsarXiv
Iterative Feature Space Optimization through Incremental Adaptive Evaluation2501.14889v2 · Yanping Wu, Yanyong Huang, Zhengzhang Chen et al.2025 · 0 citationsarXiv
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation2501.10555v1 · Dongjie Wang, Yanyong Huang, Wangyang Ying et al.2025 · 0 citationsarXiv
Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues2412.20264v1 · Henry J. Xie, Jinghan Zhang, Xinhao Zhang et al.2024 · 2 citationsarXiv
STMGraph: spatial-context-aware of transcriptomes via a dual-remasked dynamic graph attention model.39764614 · Lin, Lixian, Wang, Haoyu, Chen, Yuxiao et al.2025 · 5 citationsBriefings in bioinformatics. 2024;26(1)
Topology-aware Reinforcement Feature Space Reconstruction for Graph Data2411.05742v1 · Wangyang Ying, Haoyue Bai, Kunpeng Liu et al.2024 · 2 citationsarXiv
Enhancing Risk Assessment in Transformers with Loss-at-Risk Functions2411.02558v1 · Jinghan Zhang, Henry Xie, Xinhao Zhang et al.2024 · 4 citationsarXiv
Dynamic Weight Adjusting Deep Q-Networks for Real-Time Environmental Adaptation2411.02559v1 · Xinhao Zhang, Jinghan Zhang, Wujun Si et al.2024 · 8 citationsarXiv
Enhanced Gene Selection in Single-Cell Genomics: Pre-Filtering Synergy and Reinforced Optimization2406.07418v1 · Weiliang Zhang, Zhen Meng, Dongjie Wang et al.2024 · 2 citationsarXiv
RATT: A Thought Structure for Coherent and Correct LLM Reasoning2406.02746v5 · Jinghan Zhang, Xiting Wang, Weijieying Ren et al.2024 · 28 citationsarXiv
Dynamic and Adaptive Feature Generation with LLM2406.03505v3 · Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar et al.2024 · 16 citationsarXiv
TFWT: Tabular Feature Weighting with Transformer2405.08403v2 · Xinhao Zhang, Zaitian Wang, Lu Jiang et al.2024 · 13 citationsarXiv
Feature Interaction Aware Automated Data Representation Transformation2309.17011v2 · Ehtesamul Azim, Dongjie Wang, Kunpeng Liu et al.2023 · 8 citationsarXiv
Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing2309.04612v2 · Wangyang Ying, Dongjie Wang, Kunpeng Liu et al.2023 · 8 citationsarXiv
T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data2309.02610v1 · Weijieying Ren, Tianxiang Zhao, Wei Qin et al.2023 · 6 citationsarXiv
Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective2306.16893v1 · Meng Xiao, Dongjie Wang, Min Wu et al.2023 · 18 citationsarXiv
A Counterfactual Collaborative Session-based Recommender System2301.13364v3 · Wenzhuo Song, Shoujin Wang, Yan Wang et al.2023 · 19 citationsarXiv
Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents2212.13402v2 · Meng Xiao, Dongjie Wang, Min Wu et al.2022 · 21 citationsarXiv
Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective2211.01154v1 · Weijieying Ren, Lei Wang, Kunpeng Liu et al.2022 · 18 citationsICDM 2022
Automated Urban Planning aware Spatial Hierarchies and Human Instructions2209.13002v2 · Dongjie Wang, Kunpeng Liu, Yanyong Huang et al.2022 · 11 citationsarXiv
A Simpler Machine Learning Model for Acute Kidney Injury Risk Stratification in Hospitalized Patients.36233556 · Hu, Yirui, Liu, Kunpeng, Ho, Kevin et al.2023 · 10 citationsJournal of clinical medicine. 2022;11(19)
Self-Optimizing Feature Transformation2209.08044v2 · Meng Xiao, Dongjie Wang, Min Wu et al.2022 · 1 citationarXiv
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction2205.14526v1 · Dongjie Wang, Yanjie Fu, Kunpeng Liu et al.2022 · 32 citationsarXiv
Feature and Instance Joint Selection: A Reinforcement Learning Perspective2205.07867v1 · Wei Fan, Kunpeng Liu, Hao Liu et al.2022 · 1 citationarXiv
Reinforced Imitative Graph Learning for Mobile User Profiling2203.06550v1 · Dongjie Wang, Pengyang Wang, Yanjie Fu et al.2022 · 12 citationsarXiv
Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams2201.10983v3 · Dongjie Wang, Kunpeng Liu, Hui Xiong et al.2022 · 14 citationsarXiv
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation2112.14699v1 · Dongjie Wang, Yanjie Fu, Kunpeng Liu et al.2021 · 28 citationsarXiv
Fair and Effective Policing for Neighborhood Safety: Understanding and Overcoming Selection Biases.34901844 · Ren, Weijeiying, Liu, Kunpeng, Zhao, Tianxiang et al.2021 · 2 citationsFrontiers in big data. 2021;4:787459
Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing.34746772 · Wang, Dongjie, Liu, Kunpeng, Mohaisen, David et al.2021 · 5 citationsFrontiers in big data. 2021;4:762899
Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning2110.07717v1 · Dongjie Wang, Kunpeng Liu, Pauline Johnson et al.2021 · 14 citationsarXiv
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy2109.14180v2 · Kunpeng Liu, Pengfei Wang, Dongjie Wang et al.2021 · 16 citationsarXiv
Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning2109.11053v1 · Dongjie Wang, Kunpeng Liu, David Mohaisen et al.2021 · 8 citationsarXiv
Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data.34179770 · Wang, Pengyang, Liu, Kunpeng, Wang, Dongjie et al.2021 · 21 citationsFrontiers in big data. 2021;4:690970
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective2101.02634v1 · Dongjie Wang, Pengyang Wang, Kunpeng Liu et al.2021 · 24 citationsarXiv
Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop2010.02506v1 · Wei Fan, Kunpeng Liu, Hao Liu et al.2020 · 33 citationsarXiv
Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent2009.09230v1 · Xiaosa Zhao, Kunpeng Liu, Wei Fan et al.2020 · 22 citationsarXiv
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning2008.12001v3 · Wei Fan, Kunpeng Liu, Hao Liu et al.2020 · 44 citationsarXiv
Healthcare Utilization and Costs after Receiving a Positive BRCA1/2 Result from a Genomic Screening Program.32028596 · Hao, Jing, Hassen, Dina, Manickam, Kandamurugu et al.2026 · 22 citationsJournal of personalized medicine. 2020;10(1)
Beampattern-Based Tracking for Millimeter Wave Communication Systems1612.05306v1 · Kang Gao, Mingming Cai, Ding Nie et al.2016 · 24 citationsarXiv
Career total: 149 works. 52 are in this corpus.Showing the 50 most recent.
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