Pengfei Wang - RankMe

81 papers A* 22A 5B 1Journal 44Unranked 9

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`	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`	Shift-Resilient Diffusive Imputation for Variable Subset Forecasting. WWW Haihua Xu, Qi Hao, He Zhang, Jianpeng Zhao, Ziyue Qiao, Lu Jiang, Pengfei Wang, Yingjie Zhou, Pengyang Wang
2026	A*	`conf`	scCluBench: Comprehensive Benchmarking of Clustering Algorithms for Single-Cell RNA Sequencing. AAAI Ping Xu, Zaitian Wang, Zhirui Wang, Pengjiang Li, Jiajia Wang, Ran Zhang, Pengfei Wang, Yuanchun Zhou
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	—	`conf`	DrugBank-2025: An AI-Ready Next-Generation Dataset for Drug-Drug Interaction Prediction. ICDM (Workshops) Ran Zhang, Tian Du, Xiao Wu, Zidan Chen, Ping Xu, Pengjiang Li, Xuezhi Wang, Pengfei Wang
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`	Hierarchical Graph Transformer With Contrastive Learning for Gene Regulatory Network Inference. IEEE J. Biomed. Health Informatics Wentao Cui, Qingqing Long, Wenhao Liu, Chen Fang, Xuezhi Wang, Pengfei Wang, Yuanchun Zhou
2025	A*	`conf`	Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction. AAAI Ran Zhang, Xuezhi Wang, Guannan Liu, Pengyang Wang, Yuanchun Zhou, Pengfei Wang
2025	A*	`conf`	Rethinking Graph Contrastive Learning Through Relative Similarity Preservation. IJCAI Zhiyuan Ning, Pengfei Wang, Ziyue Qiao, Pengyang Wang, Yuanchun Zhou
2025	J	`jnl`	Rethinking Graph Contrastive Learning through Relative Similarity Preservation. CoRR Zhiyuan Ning, Pengfei Wang, Ziyue Qiao, Pengyang Wang, Yuanchun Zhou
2025	B	`conf`	SciTopic: Enhancing Topic Discovery in Scientific Literature Through Advanced LLM. IEEE Big Data Pengjiang Li, Zaitian Wang, Xinhao Zhang, Ran Zhang, Lu Jiang, Pengfei Wang, Yuanchun Zhou
2025	J	`jnl`	SciTopic: Enhancing Topic Discovery in Scientific Literature through Advanced LLM. CoRR Pengjiang Li, Zaitian Wang, Xinhao Zhang, Ran Zhang, Lu Jiang, Pengfei Wang, Yuanchun Zhou
2025	J	`jnl`	Soft Graph Clustering for single-cell RNA Sequencing Data. CoRR Ping Xu, Pengfei Wang, Zhiyuan Ning, Meng Xiao, Min Wu, Yuanchun Zhou
2025	J	`jnl`	Soft graph clustering for single-cell RNA sequencing data. BMC Bioinform. Ping Xu, Pengfei Wang, Zhiyuan Ning, Meng Xiao, Min Wu, Yuanchun Zhou
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	J	`jnl`	Zero-Shot Human Mobility Forecasting via Large Language Model with Hierarchical Reasoning. CoRR Wenyao Li, Ran Zhang, Pengyang Wang, Yuanchun Zhou, Pengfei Wang
2025	J	`jnl`	scCluBench: Comprehensive Benchmarking of Clustering Algorithms for Single-Cell RNA Sequencing. CoRR Ping Xu, Zaitian Wang, Zhirui Wang, Pengjiang Li, Jiajia Wang, Ran Zhang, Pengfei Wang, Yuanchun Zhou
2025	A*	`conf`	scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data. IJCAI Ping Xu, Zhiyuan Ning, Pengjiang Li, Wenhao Liu, Pengyang Wang, Jiaxu Cui, Yuanchun Zhou, Pengfei Wang
2025	J	`jnl`	scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data. CoRR Ping Xu, Zhiyuan Ning, Pengjiang Li, Wenhao Liu, Pengyang Wang, Jiaxu Cui, Yuanchun Zhou, Pengfei Wang
2025	—	`conf`	scUnified: An AI-Ready Standardized Resource for Single-Cell RNA Sequencing Analysis. ICDM (Workshops) Ping Xu, Zaitian Wang, Zhirui Wang, Pengjiang Li, Ran Zhang, Gaoyang Li, Hanyu Xie, Jiajia Wang, Yuanchun Zhou, Pengfei Wang
2025	J	`jnl`	scUnified: An AI-Ready Standardized Resource for Single-Cell RNA Sequencing Analysis. CoRR Ping Xu, Zaitian Wang, Zhirui Wang, Pengjiang Li, Ran Zhang, Gaoyang Li, Hanyu Xie, Jiajia Wang, Yuanchun Zhou, Pengfei Wang
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`	A Dual-channel Semi-supervised Learning Framework on Graphs via Knowledge Transfer and Meta-learning. ACM Trans. Web Ziyue Qiao, Pengyang Wang, Pengfei Wang, Zhiyuan Ning, Yanjie Fu, Yi Du, Yuanchun Zhou, Jianqiang Huang, Xian-Sheng Hua, Hui Xiong
2024	J	`jnl`	COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing. CoRR Yihang Zhou, Qingqing Long, Yuchen Yan, Xiao Luo, Zeyu Dong, Xuezhi Wang, Zhen Meng, Pengfei Wang, Yuanchun Zhou
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	J	`jnl`	Dynamic and Adaptive Feature Generation with LLM. CoRR Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar, Yuanchun Zhou, Pengfei Wang, Kunpeng Liu
2024	A*	`conf`	FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization. IJCAI Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou
2024	J	`jnl`	FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization. CoRR Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou
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	—	`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	A*	`conf`	Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction. IJCAI Yicheng Zhou, Pengfei Wang, Hao Dong, Denghui Zhang, Dingqi Yang, Yanjie Fu, Pengyang Wang
2024	J	`jnl`	Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction. CoRR Yicheng Zhou, Pengfei Wang, Hao Dong, Denghui Zhang, Dingqi Yang, Yanjie Fu, Pengyang Wang
2024	A	`conf`	PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment. CIKM Zeyu Dong, Qingqing Long, Yihang Zhou, Pengfei Wang, Zhihong Zhu, Xiao Luo, Yidong Wang, Pengyang Wang, Yuanchun Zhou
2024	J	`jnl`	Refining computational inference of gene regulatory networks: integrating knockout data within a multi-task framework. Briefings Bioinform. Wentao Cui, Qingqing Long, Meng Xiao, Xuezhi Wang, Guihai Feng, Xin Li, Pengfei Wang, Yuanchun Zhou
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	J	`jnl`	Temporal inductive path neural network for temporal knowledge graph reasoning. Artif. Intell. Hao Dong, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Pengfei Wang, Yuanchun Zhou
2024	A*	`conf`	Towards Dynamic University Course Timetabling Problem: An Automated Approach Augmented via Reinforcement Learning. ICDM Yanan Xiao, Xianglin Li, Lu Jiang, Pengfei Wang, Kaidi Wang, Na Luo
2024	A*	`conf`	Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations. WWW Qingqing Long, Zheng Fang, Chen Fang, Chong Chen, Pengfei Wang, Yuanchun Zhou
2024	J	`jnl`	Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations. CoRR Qingqing Long, Zheng Fang, Chen Fang, Chong Chen, Pengfei Wang, Yuanchun Zhou
2024	—	`conf`	scCDCG: Efficient Deep Structural Clustering for Single-Cell RNA-Seq via Deep Cut-Informed Graph Embedding. DASFAA (7) Ping Xu, Zhiyuan Ning, Meng Xiao, Guihai Feng, Xin Li, Yuanchun Zhou, Pengfei Wang
2024	J	`jnl`	scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph Embedding. CoRR Ping Xu, Zhiyuan Ning, Meng Xiao, Guihai Feng, Xin Li, Yuanchun Zhou, Pengfei Wang
2024	J	`jnl`	scInterpreter: Training Large Language Models to Interpret scRNA-seq Data for Cell Type Annotation. CoRR Cong Li, Meng Xiao, Pengfei Wang, Guihai Feng, Xin Li, Yuanchun Zhou
2023	A*	`conf`	Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning. IJCAI Hao Dong, Zhiyuan Ning, Pengyang Wang, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning. CoRR Hao Dong, Zhiyuan Ning, Pengyang Wang, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023	A*	`conf`	Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection. ICDM Meng Xiao, Dongjie Wang, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023	A*	`conf`	Boosting Urban Prediction via Addressing Spatial-Temporal Distribution Shift. ICDM Xuanming Hu, Wei Fan, Kun Yi, Pengfei Wang, Yuanbo Xu, Yanjie Fu, Pengyang Wang
2023	J	`jnl`	Dynamic High-Resolution Network for Semantic Segmentation in Remote-Sensing Images. Remote. Sens. Shichen Guo, Qi Yang, Shiming Xiang, Pengfei Wang, Xuezhi Wang
2023	J	`jnl`	HTCL-DDI: a hierarchical triple-view contrastive learning framework for drug-drug interaction prediction. Briefings Bioinform. Ran Zhang, Xuezhi Wang, Pengfei Wang, Zhen Meng, Wenjuan Cui, Yuanchun Zhou
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	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	A*	`conf`	Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions. NeurIPS Dongjie Wang, Meng Xiao, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions. CoRR Dongjie Wang, Meng Xiao, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning. CoRR Hao Dong, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Pengfei Wang, Yuanchun Zhou
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`	Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling. IEEE Trans. Knowl. Data Eng. Xin Guo, Zhengxu Yu, Pengfei Wang, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
2022	J	`jnl`	Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations. CoRR Dongkun Wang, Wei Fan, Pengyang Wang, Pengfei Wang, Dongjie Wang, Denghui Zhang, Yanjie Fu
2022	J	`jnl`	Graph Soft-Contrastive Learning via Neighborhood Ranking. CoRR Zhiyuan Ning, Pengfei Wang, Pengyang Wang, Ziyue Qiao, Wei Fan, Denghui Zhang, Yi Du, 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`	Composition-Enhanced Graph Collaborative Filtering for Multi-behavior Recommendation. ICDM Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Pengfei Wang, Minghua Deng, Jinwen Ma
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	J	`jnl`	Sparse Subspace Clustering for Stream Data. IEEE Access Ken Chen, Yong Tang, Long Wei, Pengfei Wang, Yong Liu, Zhongming Jin
2020	J	`jnl`	Dynamic Spatio-Temporal Graph-Based CNNs for Traffic Flow Prediction. IEEE Access Ken Chen, Fei Chen, Baisheng Lai, Zhongming Jin, Yong Liu, Kai Li, Long Wei, Pengfei Wang, Yandong Tang, Jianqiang Huang, Xian-Sheng Hua
2020	J	`jnl`	Stable Learning via Causality-based Feature Rectification. CoRR Zhengxu Yu, Pengfei Wang, Junkai Xu, Liang Xie, Zhongming Jin, Jianqiang Huang, Xiaofei He, Deng Cai, Xian-Sheng Hua
2020	A*	`conf`	Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning. ICDM Ziyue Qiao, Pengyang Wang, Yanjie Fu, Yi Du, Pengfei Wang, Yuanchun Zhou
2020	J	`jnl`	Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning. CoRR Ziyue Qiao, Pengyang Wang, Yanjie Fu, Yi Du, Pengfei Wang, Yuanchun Zhou
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
2019	—	`conf`	Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network Embedding. IEEE BigData Ziyue Qiao, Yi Du, Yanjie Fu, Pengfei Wang, Yuanchun Zhou
2018	—	`conf`	A Framework of Data Sharing System with Decentralized Network. BigSDM Pengfei Wang, Wenjuan Cui, Jianhui Li
2018	J	`jnl`	Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model. ACM Trans. Intell. Syst. Technol. Pengfei Wang, Guannan Liu, Yanjie Fu, Yuanchun Zhou, Jianhui Li
2018	A*	`conf`	You Are How You Drive: Peer and Temporal-Aware Representation Learning for Driving Behavior Analysis. KDD Pengyang Wang, Yanjie Fu, Jiawei Zhang, Pengfei Wang, Yu Zheng, Charu C. Aggarwal
2017	J	`jnl`	An algorithm for event detection based on social media data. Neurocomputing Wenjuan Cui, Pengfei Wang, Yi Du, Xin Chen, Danhuai Guo, Jianhui Li, Yuanchun Zhou
2017	A*	`conf`	Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes. KDD Pengfei Wang, Yanjie Fu, Guannan Liu, Wenqing Hu, Charu C. Aggarwal
2016	—	`conf`	How to Use the Social Media Data in Assisting Restaurant Recommendation. DASFAA Workshops Wenjuan Cui, Pengfei Wang, Xin Chen, Yi Du, Danhuai Guo, Yuanchun Zhou, Jianhui Li