Kunpeng Liu - RankMe

132 papers A* 30A 13B 3Journal 73Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Comprehensive Survey on Data Augmentation. IEEE Trans. Knowl. Data Eng. Zaitian Wang, Pengfei Wang, Kunpeng Liu, Pengyang Wang, Yanjie Fu, Chang-Tien Lu, Charu C. Aggarwal, Jian Pei, Yuanchun Zhou
2026	J	`jnl`	AgentOS: From Application Silos to a Natural Language-Driven Data Ecosystem. CoRR Rui Liu, Tao Zhe, Dongjie Wang, Zijun Yao, Kunpeng Liu, Yanjie Fu, Huan Liu, Jian Pei
2026	—	`conf`	Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer. EACL (Findings) Jinghan Zhang, Fengran Mo, Tharindu Cyril Weerasooriya, Xinyue Ye, Dongjie Wang, Yanjie Fu, Kunpeng Liu
2026	J	`jnl`	Causally-Guided Diffusion for Stable Feature Selection. CoRR Arun Vignesh Malarkkan, Xinyuan Wang, Kunpeng Liu, Denghui Zhang, Yanjie Fu
2026	J	`jnl`	City Editing: Hierarchical Agentic Execution for Dependency-Aware Urban Geospatial Modification. CoRR Rui Liu, Steven Jige Quan, Zhong-Ren Peng, Zijun Yao, Han Wang, Zhengzhang Chen, Kunpeng Liu, Yanjie Fu, Dongjie Wang
2026	J	`jnl`	Deep cut-informed graph embedding and clustering. Inf. Fusion Zhiyuan Ning, Zaitian Wang, Ran Zhang, Ping Xu, Kunpeng Liu, Pengyang Wang, Wei Ju, Pengfei Wang, Yuanchun Zhou, Erik Cambria, Chong Chen
2026	A*	`conf`	Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. AAAI Xinyuan Wang, Dongjie Wang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Sixun Dong, Kunpeng Liu, Yanjie Fu
2026	J	`jnl`	Evolving Demonstration Optimization for Chain-of-Thought Feature Transformation. CoRR Xinyuan Wang, Kunpeng Liu, Arun Vignesh Malarkkan, Yanjie Fu
2026	J	`jnl`	Mitigating Shortcut Reasoning in Language Models: A Gradient-Aware Training Approach. CoRR Hongyu Cao, Kunpeng Liu, Dongjie Wang, Yanjie Fu
2026	J	`jnl`	Sim2Act: Robust Simulation-to-Decision Learning via Adversarial Calibration and Group-Relative Perturbation. CoRR Hongyu Cao, Jinghan Zhang, Kunpeng Liu, Dongjie Wang, Feng Xia, Haifeng Chen, Xiaohua Hu, Yanjie Fu
2026	J	`jnl`	Topology-aware Reinforcement Feature Space Reconstruction for Graph Data. ACM Trans. Knowl. Discov. Data Wangyang Ying, Haoyue Bai, Kunpeng Liu, Yanjie Fu
2025	—	`conf`	AI4DE: The 1st International Workshop on AI for Data Editing. KDD (2) Yanjie Fu, Kunpeng Liu, Dongjie Wang, Xiangliang Zhang, Khalid K. Osman, Charu Aggarwal, Suzanne M. Shontz, Huan Liu, Jian Pei
2025	A	`conf`	Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization. CIKM Yanping Wu, Yanyong Huang, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang
2025	J	`jnl`	DRTA: Dynamic Reward Scaling for Reinforcement Learning in Time Series Anomaly Detection. CoRR Bahareh Golchin, Banafsheh Rekabdar, Kunpeng Liu
2025	J	`jnl`	Data-Efficient Symbolic Regression via Foundation Model Distillation. CoRR Wangyang Ying, Jinghan Zhang, Haoyue Bai, Nanxu Gong, Xinyuan Wang, Kunpeng Liu, Chandan K. Reddy, Yanjie Fu
2025	J	`jnl`	Deep Cut-informed Graph Embedding and Clustering. CoRR Zhiyuan Ning, Zaitian Wang, Ran Zhang, Ping Xu, Kunpeng Liu, Pengyang Wang, Wei Ju, Pengfei Wang, Yuanchun Zhou, Erik Cambria, Chong Chen
2025	—	`conf`	Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking. ICIC (25) Yihao Ai, Zhiyuan Ning, Weiwei Dai, Pengfei Wang, Yi Du, Wenjuan Cui, Kunpeng Liu, Yuanchun Zhou
2025	J	`jnl`	Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking. CoRR Yihao Ai, Zhiyuan Ning, Weiwei Dai, Pengfei Wang, Yi Du, Wenjuan Cui, Kunpeng Liu, Yuanchun Zhou
2025	J	`jnl`	Diversity-Oriented Data Augmentation with Large Language Models. CoRR Zaitian Wang, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu, Pengfei Wang, Yuanchun Zhou
2025	—	`conf`	Diversity-oriented Data Augmentation with Large Language Models. ACL (1) Zaitian Wang, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu, Pengfei Wang, Yuanchun Zhou
2025	A*	`conf`	Dual-Agent Reinforcement Learning for Automated Feature Generation. IJCAI Wanfu Gao, Zengyao Man, Hanlin Pan, Kunpeng Liu
2025	J	`jnl`	Dual-Agent Reinforcement Learning for Automated Feature Generation. CoRR Wanfu Gao, Zengyao Man, Hanlin Pan, Kunpeng Liu
2025	A*	`conf`	Dynamic and Adaptive Feature Generation with LLM. IJCAI Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar, Yuanchun Zhou, Pengfei Wang, Kunpeng Liu
2025	J	`jnl`	Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. CoRR Xinyuan Wang, Dongjie Wang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Sixun Dong, Kunpeng Liu, Yanjie Fu
2025	—	`conf`	Entropy-based Exploration Conduction for Multi-step Reasoning. ACL (Findings) Jinghan Zhang, Xiting Wang, Fengran Mo, Yeyang Zhou, Wanfu Gao, Kunpeng Liu
2025	J	`jnl`	Entropy-based Exploration Conduction for Multi-step Reasoning. CoRR Jinghan Zhang, Xiting Wang, Fengran Mo, Yeyang Zhou, Wanfu Gao, Kunpeng Liu
2025	J	`jnl`	Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents. CoRR Chongyu Bao, Ruimin Dai, Yangbo Shen, Runyang Jian, Jinghan Zhang, Xiaolan Liu, Kunpeng Liu
2025	A*	`conf`	Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method. IJCAI Wanfu Gao, Jun Gao, Qingqi Han, Hanlin Pan, Kunpeng Liu
2025	J	`jnl`	Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method. CoRR Wanfu Gao, Jun Gao, Qingqi Han, Hanlin Pan, Kunpeng Liu
2025	—	`conf`	Imputation via Domain Adaptation: Rethinking Variable Subset Forecasting from Knowledge Transfer. KDD (2) Runchang Liang, Qi Hao, Yue Gao, Kunpeng Liu, Lu Jiang, Pengyang Wang, Minghao Yin
2025	J	`jnl`	Iterative Feature Space Optimization through Incremental Adaptive Evaluation. CoRR Yanping Wu, Yanyong Huang, Zhengzhang Chen, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang
2025	A*	`conf`	LEKA: LLM-Enhanced Knowledge Augmentation. IJCAI Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dongjie Wang, Yanjie Fu, Kunpeng Liu
2025	J	`jnl`	LEKA:LLM-Enhanced Knowledge Augmentation. CoRR Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dongjie Wang, Yanjie Fu, Kunpeng Liu
2025	A*	`conf`	Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning. IJCAI Wanfu Gao, Hanlin Pan, Qingqi Han, Kunpeng Liu
2025	J	`jnl`	Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning. CoRR Wanfu Gao, Hanlin Pan, Qingqi Han, Kunpeng Liu
2025	A*	`conf`	RATT: A Thought Structure for Coherent and Correct LLM Reasoning. AAAI Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu
2025	A*	`conf`	Reconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-label Feature Selection. AAAI Hanlin Pan, Kunpeng Liu, Wanfu Gao
2025	J	`jnl`	Reconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-label Feature Selection. CoRR Hanlin Pan, Kunpeng Liu, Wanfu Gao
2025	J	`jnl`	Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. CoRR Dongjie Wang, Yanyong Huang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Xinyuan Wang, Sixun Dong, Tao Zhe, Kunpeng Liu, Meng Xiao, Pengfei Wang, Pengyang Wang, Hui Xiong, Yanjie Fu
2025	A*	`conf`	Two-Stage Feature Generation with Transformer and Reinforcement Learning. IJCAI Wanfu Gao, Zengyao Man, Zebin He, Yuhao Tang, Jun Gao, Kunpeng Liu
2025	J	`jnl`	Two-Stage Feature Generation with Transformer and Reinforcement Learning. CoRR Wanfu Gao, Zengyao Man, Zebin He, Yuhao Tang, Jun Gao, Kunpeng Liu
2025	A*	`conf`	Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection. AAAI Pingting Hao, Kunpeng Liu, Wanfu Gao
2025	J	`jnl`	Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection. CoRR Pingting Hao, Kunpeng Liu, Wanfu Gao
2025	J	`jnl`	Understanding User Perspectives for MOOC Quality Evaluation with Hypergraph Learning. ACM Trans. Knowl. Discov. Data Lu Jiang, Ruilou Zhang, Yanan Xiao, Kunpeng Liu, Kaidi Wang, Minghao Yin
2025	—	`conf`	Understanding the Constraints of RAG-Based Medical LVLMs - A Case Study in Ophthalmic Report Generation. ICDM (Workshops) Xiaoyan Han, Jin Ma, Jinghan Zhang, Kunpeng Liu, Feng Luo
2024	J	`jnl`	A Comprehensive Survey on Data Augmentation. CoRR Zaitian Wang, Pengfei Wang, Kunpeng Liu, Pengyang Wang, Yanjie Fu, Chang-Tien Lu, Charu C. Aggarwal, Jian Pei, Yuanchun Zhou
2024	J	`jnl`	Anchor-guided global view reconstruction for multi-view multi-label feature selection. Inf. Sci. Pingting Hao, Kunpeng Liu, Wanfu Gao
2024	A	`conf`	DCAI: The 4th International Workshop on Data-Centric AI. CIKM Yanjie Fu, Kunpeng Liu, Dongjie Wang
2024	J	`jnl`	Deep Adaptive Graph Clustering via von Mises-Fisher Distributions. ACM Trans. Web Pengfei Wang, Daqing Wu, Chong Chen, Kunpeng Liu, Yanjie Fu, Jianqiang Huang, Yuanchun Zhou, Jianfeng Zhan, Xiansheng Hua
2024	A*	`conf`	Double-Layer Hybrid-Label Identification Feature Selection for Multi-View Multi-Label Learning. AAAI Pingting Hao, Kunpeng Liu, Wanfu Gao
2024	—	`conf`	Dynamic Weight Adjusting Deep Q-Networks for Real-Time Environmental Adaptation. ICKG Xinhao Zhang, Jinghan Zhang, Wujun Si, Kunpeng Liu
2024	J	`jnl`	Dynamic Weight Adjusting Deep Q-Networks for Real-Time Environmental Adaptation. CoRR Xinhao Zhang, Jinghan Zhang, Wujun Si, Kunpeng Liu
2024	J	`jnl`	Dynamic and Adaptive Feature Generation with LLM. CoRR Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar, Yuanchun Zhou, Pengfei Wang, Kunpeng Liu
2024	J	`jnl`	Enhanced Gene Selection in Single-Cell Genomics: Pre-Filtering Synergy and Reinforced Optimization. CoRR Weiliang Zhang, Zhen Meng, Dongjie Wang, Min Wu, Kunpeng Liu, Yuanchun Zhou, Meng Xiao
2024	—	`conf`	Enhancing Risk Assessment in Transformers with Loss-at-Risk Functions. ICKG Jinghan Zhang, Henry Xie, Xinhao Zhang, Kunpeng Liu
2024	J	`jnl`	Enhancing Risk Assessment in Transformers with Loss-at-Risk Functions. CoRR Jinghan Zhang, Henry Xie, Xinhao Zhang, Kunpeng Liu
2024	A	`conf`	Feature Interaction Aware Automated Data Representation Transformation. SDM Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu
2024	A	`conf`	H2D: Hierarchical Heterogeneous Graph Learning Framework for Drug-Drug Interaction Prediction. CIKM Ran Zhang, Xuezhi Wang, Sheng Wang, Kunpeng Liu, Yuanchun Zhou, Pengfei Wang
2024	A*	`conf`	Hierarchical Reinforcement Learning for Point of Interest Recommendation. IJCAI Yanan Xiao, Lu Jiang, Kunpeng Liu, Yuanbo Xu, Pengyang Wang, Minghao Yin
2024	—	`conf`	M2Mol: Multi-view Multi-granularity Molecular Representation Learning for Property Prediction. DASFAA (7) Ran Zhang, Xuezhi Wang, Kunpeng Liu, Yuanchun Zhou, Pengfei Wang
2024	—	`conf`	Prototypical Reward Network for Data-Efficient RLHF. ACL (1) Jinghan Zhang, Xiting Wang, Yiqiao Jin, Changyu Chen, Xinhao Zhang, Kunpeng Liu
2024	J	`jnl`	Prototypical Reward Network for Data-Efficient RLHF. CoRR Jinghan Zhang, Xiting Wang, Yiqiao Jin, Changyu Chen, Xinhao Zhang, Kunpeng Liu
2024	J	`jnl`	RATT: A Thought Structure for Coherent and Correct LLM Reasoning. CoRR Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu
2024	J	`jnl`	Retrieval-Augmented Feature Generation for Domain-Specific Classification. CoRR Xinhao Zhang, Jinghan Zhang, Fengran Mo, Yuzhong Chen, Kunpeng Liu
2024	B	`conf`	Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues. IEEE Big Data Henry J. Xie, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu
2024	J	`jnl`	Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues. CoRR Henry Xie, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu
2024	A*	`conf`	TFWT: Tabular Feature Weighting with Transformer. IJCAI Xinhao Zhang, Zaitian Wang, Lu Jiang, Wanfu Gao, Pengfei Wang, Kunpeng Liu
2024	J	`jnl`	TFWT: Tabular Feature Weighting with Transformer. CoRR Xinhao Zhang, Zaitian Wang, Lu Jiang, Wanfu Gao, Pengfei Wang, Kunpeng Liu
2024	B	`conf`	TIFG: Text-Informed Feature Generation with Large Language Models. IEEE Big Data Xinhao Zhang, Kunpeng Liu
2024	A	`conf`	Tabular Data-centric AI: Challenges, Techniques and Future Perspectives. CIKM Yanjie Fu, Dongjie Wang, Hui Xiong, Kunpeng Liu
2024	B	`conf`	Thought Space Explorer: Navigating and Expanding Thought Space for Large Language Model Reasoning. IEEE Big Data Jinghan Zhang, Kunpeng Liu
2024	J	`jnl`	Thought Space Explorer: Navigating and Expanding Thought Space for Large Language Model Reasoning. CoRR Jinghan Zhang, Fengran Mo, Xiting Wang, Kunpeng Liu
2024	J	`jnl`	Topology-aware Reinforcement Feature Space Reconstruction for Graph Data. CoRR Wangyang Ying, Haoyue Bai, Kunpeng Liu, Yanjie Fu
2024	J	`jnl`	Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective. ACM Trans. Knowl. Discov. Data Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu
2023	A*	`conf`	A Counterfactual Collaborative Session-based Recommender System. WWW Wenzhuo Song, Shoujin Wang, Yan Wang, Kunpeng Liu, Xueyan Liu, Minghao Yin
2023	J	`jnl`	A Counterfactual Collaborative Session-based Recommender System. CoRR Wenzhuo Song, Shoujin Wang, Yan Wang, Kunpeng Liu, Xueyan Liu, Minghao Yin
2023	J	`jnl`	Automated Feature Selection: A Reinforcement Learning Perspective. IEEE Trans. Knowl. Data Eng. Kunpeng Liu, Yanjie Fu, Le Wu, Xiaolin Li, Charu Aggarwal, Hui Xiong
2023	J	`jnl`	Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation. ACM Trans. Spatial Algorithms Syst. Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu
2023	J	`jnl`	Automated urban planning aware spatial hierarchies and human instructions. Knowl. Inf. Syst. Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu
2023	J	`jnl`	Feature Cognition Enhancement via Interaction-Aware Automated Transformation. CoRR Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu
2023	A	`conf`	Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations. SDM Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu
2023	J	`jnl`	Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop. IEEE Trans. Knowl. Data Eng. Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu
2023	J	`jnl`	Interactive reinforced feature selection with traverse strategy. Knowl. Inf. Syst. Kunpeng Liu, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
2023	J	`jnl`	Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. IEEE Trans. Big Data Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu
2023	A*	`conf`	RDKG: A Reinforcement Learning Framework for Disease Diagnosis on Knowledge Graph. ICDM Shipeng Guo, Kunpeng Liu, Pengfei Wang, Weiwei Dai, Yi Du, Yuanchun Zhou, Wenjuan Cui
2023	J	`jnl`	Reinforced Explainable Knowledge Concept Recommendation in MOOCs. ACM Trans. Intell. Syst. Technol. Lu Jiang, Kunpeng Liu, Yibin Wang, Dongjie Wang, Pengyang Wang, Yanjie Fu, Minghao Yin
2023	J	`jnl`	Reinforced Imitative Graph Learning for Mobile User Profiling. IEEE Trans. Knowl. Data Eng. Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes
2023	A*	`conf`	Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. ICDM Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
2023	J	`jnl`	Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing. CoRR Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
2023	A	`conf`	T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data. CIKM Weijieying Ren, Tianxiang Zhao, Wei Qin, Kunpeng Liu
2023	J	`jnl`	T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data. CoRR Weijieying Ren, Tianxiang Zhao, Wei Qin, Kunpeng Liu
2023	A	`conf`	Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents. SDM Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective. CoRR Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu
2022	A*	`conf`	Feature and Instance Joint Selection: A Reinforcement Learning Perspective. IJCAI Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu
2022	J	`jnl`	Feature and Instance Joint Selection: A Reinforcement Learning Perspective. CoRR Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu
2022	A*	`conf`	Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. KDD Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin
2022	J	`jnl`	Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction. CoRR Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin
2022	A*	`conf`	Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective. ICDM Weijieying Ren, Lei Wang, Kunpeng Liu, Ruocheng Guo, Ee-Peng Lim, Yanjie Fu
2022	J	`jnl`	Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective. CoRR Weijieying Ren, Lei Wang, Kunpeng Liu, Ruocheng Guo, Ee-Peng Lim, Yanjie Fu
2022	A*	`conf`	Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning. WWW Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie
2022	J	`jnl`	Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams. CoRR Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu
2022	J	`jnl`	Reinforced Imitative Graph Learning for Mobile User Profiling. CoRR Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes
2022	J	`jnl`	Self-Optimizing Feature Transformation. CoRR Meng Xiao, Dongjie Wang, Yanjie Fu, Kunpeng Liu, Min Wu, Hui Xiong, Yuanchun Zhou
2022	J	`jnl`	Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents. CoRR Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
2022	A	`conf`	Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation via Hawkes Process Based LSTM. SDM Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
2021	A	`conf`	AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement Learning. SDM Wei Fan, Kunpeng Liu, Hao Liu, Ahmad Hariri, Dejing Dou, Yanjie Fu
2021	—	`conf`	Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning. SIGSPATIAL/GIS Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
2021	J	`jnl`	Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning. CoRR Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
2021	J	`jnl`	Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation. CoRR Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu
2021	A*	`conf`	Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. ICDM Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021	J	`jnl`	Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. CoRR Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021	A	`conf`	EduHawkes: A Neural Hawkes Process Approach for Online Study Behavior Modeling. SDM Lu Jiang, Pengyang Wang, Ke Cheng, Kunpeng Liu, Minghao Yin, Bo Jin, Yanjie Fu
2021	A*	`conf`	Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. ICDM Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
2021	J	`jnl`	Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. CoRR Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
2021	A*	`conf`	Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance. ICDM Wei Fan, Kunpeng Liu, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu
2021	J	`jnl`	Fair and Effective Policing for Neighborhood Safety: Understanding and Overcoming Selection Biases. Frontiers Big Data Weijieying Ren, Kunpeng Liu, Tianxiang Zhao, Yanjie Fu
2021	J	`jnl`	Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data. Frontiers Big Data Pengyang Wang, Kunpeng Liu, Dongjie Wang, Yanjie Fu
2021	A	`conf`	Multi-Armed Bandit Based Feature Selection. SDM Kunpeng Liu, Haibo Huang, Wei Zhang, Ahmad Hariri, Yanjie Fu, Kien A. Hua
2021	A*	`conf`	Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective. AAAI Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu
2021	J	`jnl`	Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective. CoRR Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu
2021	J	`jnl`	Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing. Frontiers Big Data Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
2020	—	`conf`	Ambulance Dispatch via Deep Reinforcement Learning. SIGSPATIAL/GIS Kunpeng Liu, Xiaolin Li, Cliff C. Zou, Haibo Huang, Yanjie Fu
2020	A*	`conf`	AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning. ICDM Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu
2020	J	`jnl`	AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning. CoRR Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu
2020	A*	`conf`	Exploiting Mutual Information for Substructure-aware Graph Representation Learning. IJCAI Pengyang Wang, Yanjie Fu, Yuanchun Zhou, Kunpeng Liu, Xiaolin Li, Kien A. Hua
2020	A*	`conf`	Incremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams. KDD Pengyang Wang, Kunpeng Liu, Lu Jiang, Xiaolin Li, Yanjie Fu
2020	J	`jnl`	Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop. CoRR Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu
2020	A*	`conf`	Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent. ICDM Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu
2020	J	`jnl`	Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent. CoRR Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu
2019	A*	`conf`	Automating Feature Subspace Exploration via Multi-Agent Reinforcement Learning. KDD Kunpeng Liu, Yanjie Fu, Pengfei Wang, Le Wu, Rui Bo, Xiaolin Li
2018	A	`conf`	Modeling the Interaction Coupling of Multi-View Spatiotemporal Contexts for Destination Prediction. SDM Kunpeng Liu, Pengyang Wang, Jiawei Zhang, Yanjie Fu, Sajal K. Das
2018	A*	`conf`	Privacy-Preserving Multi-task Learning. ICDM Kunpeng Liu, Nitish M. Uplavikar, Wei Jiang, Yanjie Fu