Yanjie Fu - RankMe

324 papers A* 86A 28B 2C 2Misc 1Journal 183Unranked 22

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	A*	`conf`	Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage. AAAI Haoyue Bai, Guodong Chen, Wangyang Ying, Xinyuan Wang, Nanxu Gong, Sixun Dong, Giulia Pedrielli, Haoyu Wang, Haifeng Chen, Yanjie Fu
2026	J	`jnl`	Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning. CoRR Arun Vignesh Malarkkan, Wangyang Ying, Yanjie Fu
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	A*	`conf`	DGTF: Cross-Domain Decentralized Graph Learning with Topology-Aware Knowledge Fusion. AAAI Ruisheng Zheng, Mingyi Li, Xiao Zhang, Hongjian Shi, Yanjie Fu, Yuan Yuan, Dongxiao Yu
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`	FinRule-Bench: A Benchmark for Joint Reasoning over Financial Tables and Principles. CoRR Arun Vignesh Malarkkan, Manan Roy Choudhury, Guangwei Zhang, Vivek Gupta, Qingyun Wang, Yanjie Fu, Denghui Zhang
2026	J	`jnl`	Generative AI for spatial regeneration planning: Integrating urban planning theories and ethics. Comput. Environ. Urban Syst. Yan Wang, Yanjie Fu, Ward Lyles
2026	J	`jnl`	Knockoff-Guided Feature Selection via a Single Pre-Trained Reinforced Agent. IEEE Trans. Big Data Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu
2026	A*	`conf`	Learning to Route: A Rule-Driven Agent Framework for Hybrid-Source Retrieval-Augmented Generation. WWW Haoyue Bai, Haoyu Wang, Shengyu Chen, Zhengzhang Chen, Lu-An Tang, Wei Cheng, Yanjie Fu, Haifeng Chen
2026	J	`jnl`	Mitigating Shortcut Reasoning in Language Models: A Gradient-Aware Training Approach. CoRR Hongyu Cao, Kunpeng Liu, Dongjie Wang, Yanjie Fu
2026	—	`conf`	Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement. EACL (Findings) Wangyang Ying, Yanchi Liu, Xujiang Zhao, Wei Cheng, Zhengzhang Chen, Wenchao Yu, Yanjie Fu, Haifeng Chen
2026	J	`jnl`	Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement. CoRR Wangyang Ying, Yanchi Liu, Xujiang Zhao, Wei Cheng, Zhengzhang Chen, Wenchao Yu, Yanjie Fu, Haifeng Chen
2026	J	`jnl`	QUIETT: Query-Independent Table Transformation for Robust Reasoning. CoRR Gaurav Najpande, Tampu Ravi Kumar, Manan Roy Choudhury, Neha Valeti, Yanjie Fu, Vivek Gupta
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`	To Think or Not To Think, That is The Question for Large Reasoning Models in Theory of Mind Tasks. CoRR Nanxu Gong, Haotian Li, Sixun Dong, Jianxun Lian, Yanjie Fu, Xing Xie
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	J	`jnl`	A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective. CoRR Wangyang Ying, Cong Wei, Nanxu Gong, Xinyuan Wang, Haoyue Bai, Arun Vignesh Malarkkan, Sixun Dong, Dongjie Wang, Denghui Zhang, 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`	Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories. CoRR Nanxu Gong, Sixun Dong, Haoyue Bai, Xinyuan Wang, Wangyang Ying, Yanjie Fu
2025	J	`jnl`	Artificial intelligence in urban science: why does it matter? Ann. GIS Xinyue Ye, Tan Yigitcanlar, Michael F. Goodchild, Xiao Huang, Wenwen Li, Shih-Lung Shaw, Yanjie Fu, Wenjing Gong, Galen Newman
2025	J	`jnl`	Autonomous Data Agents: A New Opportunity for Smart Data. CoRR Yanjie Fu, Dongjie Wang, Wangyang Ying, Xiangliang Zhang, Huan Liu, Jian Pei
2025	—	`conf`	Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning. KDD (2) Ehtesamul Azim, Dongjie Wang, Tae Hyun Hwang, Yanjie Fu, Wei Zhang
2025	J	`jnl`	Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning. CoRR Ehtesamul Azim, Dongjie Wang, Tae Hyun Hwang, Yanjie Fu, Wei Zhang
2025	J	`jnl`	Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback. CoRR Wangyang Ying, Haoyue Bai, Nanxu Gong, Xinyuan Wang, Sixun Dong, Haifeng Chen, Yanjie Fu
2025	J	`jnl`	Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO CoRR Haoyue Bai, Guodong Chen, Wangyang Ying, Xinyuan Wang, Nanxu Gong, Sixun Dong, Giulia Pedrielli, Haoyu Wang, Haifeng Chen, Yanjie Fu
2025	B	`conf`	Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. IEEE Big Data Arun Vignesh Malarkkan, Haoyue Bai, Dongjie Wang, Yanjie Fu
2025	J	`jnl`	Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. CoRR Arun Vignesh Malarkkan, Haoyue Bai, Dongjie Wang, Yanjie Fu
2025	—	`conf`	Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search. KDD (2) Rui Liu, Rui Xie, Zijun Yao, Yanjie Fu, Dongjie Wang
2025	J	`jnl`	Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search. CoRR Rui Liu, Rui Xie, Zijun Yao, Yanjie Fu, Dongjie Wang
2025	A*	`conf`	DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming. ICDM Arun Vignesh Malarkkan, Haoyue Bai, Anjali Kaushik, Yanjie Fu
2025	J	`jnl`	DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming. CoRR Arun Vignesh Malarkkan, Haoyue Bai, Anjali Kaushik, Yanjie Fu
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`	Dataforge: A Data Agent Platform for Autonomous Data Engineering. CoRR Xinyuan Wang, Yanjie Fu
2025	C	`conf`	Diffusion Policies with Offline and Inverse Reinforcement Learning for Promoting Physical Activity in Older Adults Using Wearable Sensors. ICMLA Chang Liu, Ladda Thiamwong, Yanjie Fu, Rui Xie
2025	J	`jnl`	Diffusion Policies with Offline and Inverse Reinforcement Learning for Promoting Physical Activity in Older Adults Using Wearable Sensors. CoRR Chang Liu, Ladda Thiamwong, Yanjie Fu, Rui Xie
2025	J	`jnl`	Distribution Shift Aware Neural Tabular Learning. CoRR Wangyang Ying, Nanxu Gong, Dongjie Wang, Xinyuan Wang, Arun Vignesh Malarkkan, Vivek Gupta, Chandan K. Reddy, Yanjie Fu
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	J	`jnl`	Enhanced Whole Page Optimization via Mixed-Grained Reward Mechanism-Adapted Language Models. CoRR Xinyuan Wang, Liang Wu, Yanjie Fu
2025	J	`jnl`	EventFormer: a hierarchical neural point process framework for spatio-temporal clustering events prediction. J. Big Data Shanshan Yu, Danhuai Guo, Yanjie Fu, Wei Jin
2025	A*	`conf`	Evolutionary Large Language Model for Automated Feature Transformation. AAAI Nanxu Gong, Chandan K. Reddy, Wangyang Ying, Haifeng Chen, Yanjie Fu
2025	J	`jnl`	FastFT: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies. CoRR Tianqi He, Xiaohan Huang, Yi Du, Qingqing Long, Ziyue Qiao, Min Wu, Yanjie Fu, Yuanchun Zhou, Meng Xiao
2025	A*	`conf`	Fastft: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies. ICDE Tianqi He, Xiaohan Huang, Yi Du, Qingqing Long, Ziyue Qiao, Min Wu, Yanjie Fu, Yuanchun Zhou, Meng Xiao
2025	J	`jnl`	Human-centered GeoAI foundation models: where GeoAI meets human dynamics. Urban Inform. Xinyue Ye, Jiaxin Du, Xinyu Li, Shih-Lung Shaw, Yanjie Fu, Xishuang Dong, Zhe Zhang, Ling Wu
2025	—	`conf`	IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting. KDD (1) Wei Fan, Shun Zheng, Pengyang Wang, Rui Xie, Kun Yi, Qi Zhang, Jiang Bian, Yanjie Fu
2025	—	`conf`	ISACL: Internal State Analyzer for Copyrighted Training Data Leakage. EMNLP (Findings) Guangwei Zhang, Qisheng Su, Jiateng Liu, Cheng Qian, Yanzhou Pan, Yanjie Fu, Denghui Zhang
2025	J	`jnl`	ISACL: Internal State Analyzer for Copyrighted Training Data Leakage. CoRR Guangwei Zhang, Qisheng Su, Jiateng Liu, Cheng Qian, Yanzhou Pan, Yanjie Fu, Denghui Zhang
2025	J	`jnl`	Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures. CoRR Arun Vignesh Malarkkan, Dongjie Wang, Haoyue Bai, Yanjie Fu
2025	J	`jnl`	Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation. ACM Trans. Knowl. Discov. Data Meng Xiao, Min Wu, Ziyue Qiao, Yanjie Fu, Zhiyuan Ning, Yi Du, Yuanchun Zhou
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	J	`jnl`	LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations. ACM Trans. Intell. Syst. Technol. Xinyuan Wang, Liang Wu, Liangjie Hong, Hao Liu, Yanjie Fu
2025	J	`jnl`	LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation. CoRR Xinyuan Wang, Haoyue Bai, Nanxu Gong, Wangyang Ying, Sixun Dong, Xiquan Cui, Yanjie Fu
2025	J	`jnl`	Learning to Route: A Rule-Driven Agent Framework for Hybrid-Source Retrieval-Augmented Generation. CoRR Haoyue Bai, Haoyu Wang, Shengyu Chen, Zhengzhang Chen, Lu-An Tang, Wei Cheng, Haifeng Chen, Yanjie Fu
2025	J	`jnl`	MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs. CoRR Sixun Dong, Juhua Hu, Mian Zhang, Ming Yin, Yanjie Fu, Qi Qian
2025	—	`conf`	MixLLM: Dynamic Routing in Mixed Large Language Models. NAACL (Long Papers) Xinyuan Wang, Yanchi Liu, Wei Cheng, Xujiang Zhao, Zhengzhang Chen, Wenchao Yu, Yanjie Fu, Haifeng Chen
2025	J	`jnl`	MixLLM: Dynamic Routing in Mixed Large Language Models. CoRR Xinyuan Wang, Yanchi Liu, Wei Cheng, Xujiang Zhao, Zhengzhang Chen, Wenchao Yu, Yanjie Fu, Haifeng Chen
2025	C	`conf`	NAPER: Fault Protection for Real-Time Resource-Constrained Deep Neural Networks. IOLTS Rian Adam Rajagede, Muhammad Husni Santriaji, Muhammad Arya Fikriansyah, Hilal Hudan Nuha, Yanjie Fu, Yan Solihin
2025	J	`jnl`	NAPER: Fault Protection for Real-Time Resource-Constrained Deep Neural Networks. CoRR Rian Adam Rajagede, Muhammad Husni Santriaji, Muhammad Arya Fikriansyah, Hilal Hudan Nuha, Yanjie Fu, Yan Solihin
2025	J	`jnl`	Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. ACM Trans. Intell. Syst. Technol. Nanxu Gong, Wangyang Ying, Dongjie Wang, Yanjie Fu
2025	J	`jnl`	Permutation-Invariant Representation Learning for Robust and Privacy-Preserving Feature Selection. CoRR Rui Liu, Tao Zhe, Yanjie Fu, Feng Xia, Ted E. Senator, Dongjie Wang
2025	J	`jnl`	Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity. CoRR Arun Vignesh Malarkkan, Haoyue Bai, Xinyuan Wang, Anjali Kaushik, Dongjie Wang, Yanjie Fu
2025	J	`jnl`	Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation. CoRR Nanxu Gong, Zijun Li, Sixun Dong, Haoyue Bai, Wangyang Ying, Xinyuan Wang, Yanjie Fu
2025	J	`jnl`	Spatial homogeneity-aware transfer learning for urban flow prediction. Knowl. Inf. Syst. Yinghui Liu, Guojiang Shen, Yanjie Fu, Zehui Feng, Zhenzhen Zhao, Xiangjie Kong
2025	B	`conf`	Structured Memory and Role-Aware Decision Making for Supply Chain Transportation. IEEE Big Data Hongyu Cao, Haoyue Bai, Yanjie Fu
2025	J	`jnl`	Supply Chain Optimization via Generative Simulation and Iterative Decision Policies. CoRR Haoyue Bai, Haoyu Wang, Nanxu Gong, Xinyuan Wang, Wangyang Ying, Haifeng Chen, Yanjie Fu
2025	J	`jnl`	Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives. CoRR Sixun Dong, Wei Fan, Teresa Wu, Yanjie Fu
2025	J	`jnl`	Towards AI Urban Planner in the Age of GenAI, LLMs, and Agentic AI. CoRR Yanjie Fu
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`	Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming. IJCAI Nanxu Gong, Xinyuan Wang, Wangyang Ying, Haoyue Bai, Sixun Dong, Haifeng Chen, Yanjie Fu
2025	J	`jnl`	Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming. CoRR Nanxu Gong, Xinyuan Wang, Wangyang Ying, Haoyue Bai, Sixun Dong, Haifeng Chen, Yanjie Fu
2025	J	`jnl`	Urban Planning in the Age of Agentic AI: Emerging Paradigms and Prospects. SIGKDD Explor. Rui Liu, Tao Zhe, Zhong-Ren Peng, Necati Catbas, Xinyue Ye, Dongjie Wang, Yanjie Fu
2025	A*	`conf`	Weaver: Interweaving SQL and LLM for Table Reasoning. EMNLP Rohit Khoja, Devanshu Gupta, Yanjie Fu, Dan Roth, Vivek Gupta
2025	J	`jnl`	Weaver: Interweaving SQL and LLM for Table Reasoning. CoRR Rohit Khoja, Devanshu Gupta, Yanjie Fu, Dan Roth, Vivek Gupta
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 Comprehensive Survey on Traffic Missing Data Imputation. IEEE Trans. Intell. Transp. Syst. Yimei Zhang, Xiangjie Kong, Wenfeng Zhou, Jin Liu, Yanjie Fu, Guojiang Shen
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`	Addressing Distribution Shift in Time Series Forecasting with Instance Normalization Flows. CoRR Wei Fan, Shun Zheng, Pengyang Wang, Rui Xie, Jiang Bian, Yanjie Fu
2024	A	`conf`	DCAI: The 4th International Workshop on Data-Centric AI. CIKM Yanjie Fu, Kunpeng Liu, Dongjie Wang
2024	J	`jnl`	DEWP: Deep Expansion Learning for Wind Power Forecasting. CoRR Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong
2024	J	`jnl`	DEWP: Deep Expansion Learning for Wind Power Forecasting. ACM Trans. Knowl. Discov. Data Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong
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`	Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. SDM Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu
2024	J	`jnl`	Evolutionary Large Language Model for Automated Feature Transformation. CoRR Nanxu Gong, Chandan K. Reddy, Wangyang Ying, Yanjie Fu
2024	J	`jnl`	Exploring Bus Stop Mobility Pattern: A Multi-Pattern Deep Learning Prediction Framework. IEEE Trans. Intell. Transp. Syst. Xiangjie Kong, Zhehui Shen, Kailai Wang, Guojiang Shen, Yanjie Fu
2024	A	`conf`	Feature Interaction Aware Automated Data Representation Transformation. SDM Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu
2024	J	`jnl`	Feature Selection as Deep Sequential Generative Learning. CoRR Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu
2024	J	`jnl`	Feature Selection as Deep Sequential Generative Learning. ACM Trans. Knowl. Discov. Data Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu
2024	J	`jnl`	Focus on informative graphs! Semi-supervised active learning for graph-level classification. Pattern Recognit. Wei Ju, Zhengyang Mao, Ziyue Qiao, Yifang Qin, Siyu Yi, Zhiping Xiao, Xiao Luo, Yanjie Fu, Ming Zhang
2024	A*	`conf`	Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks. KDD Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Yanjie Fu, Jingbo Zhou, Yu Mei, Hui Xiong
2024	J	`jnl`	Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent. CoRR Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu
2024	J	`jnl`	LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations. CoRR Xinyuan Wang, Liang Wu, Liangjie Hong, Hao Liu, Yanjie Fu
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`	Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures. CIKM Arun Vignesh Malarkkan, Dongjie Wang, Yanjie Fu
2024	J	`jnl`	Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. CoRR Nanxu Gong, Wangyang Ying, Dongjie Wang, Yanjie Fu
2024	A*	`conf`	Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows. IJCAI Xuanming Hu, Wei Fan, Haifeng Chen, Pengyang Wang, Yanjie Fu
2024	A	`conf`	Reinforcement Feature Transformation for Polymer Property Performance Prediction. CIKM Xuanming Hu, Dongjie Wang, Wangyang Ying, Yanjie Fu
2024	J	`jnl`	Reinforcement Feature Transformation for Polymer Property Performance Prediction. CoRR Xuanming Hu, Dongjie Wang, Wangyang Ying, Yanjie Fu
2024	A	`conf`	Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. CIKM Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu
2024	J	`jnl`	Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration. CoRR Wangyang Ying, Dongjie Wang, Xuanming Hu, Ji Qiu, Jin Park, Yanjie Fu
2024	A	`conf`	Tabular Data-centric AI: Challenges, Techniques and Future Perspectives. CIKM Yanjie Fu, Dongjie Wang, Hui Xiong, 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
2024	A*	`conf`	Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. KDD Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu
2024	J	`jnl`	Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning. CoRR Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu
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`	Attention-Based Multi-modal Missing Value Imputation for Time Series Data with High Missing Rate. SDM Khandakar Tanvir Ahmed, Sudipto Baul, Yanjie Fu, Wei Zhang
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	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`	Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective. ACM Trans. Knowl. Discov. Data Hao Liu, Qingyu Guo, Hengshu Zhu, Yanjie Fu, Fuzhen Zhuang, Xiaojuan Ma, Hui Xiong
2023	—	`conf`	Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. PAKDD (4) Ehtesamul Azim, Dongjie Wang, Yanjie Fu
2023	J	`jnl`	Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. CoRR Ehtesamul Azim, Dongjie Wang, Yanjie Fu
2023	J	`jnl`	Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis. CoRR Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen
2023	A*	`conf`	Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting. AAAI Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting. CoRR Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu
2023	J	`jnl`	Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning. ACM Trans. Sens. Networks Miaomiao Liu, Kang Yang, Yanjie Fu, Dapeng Oliver Wu, Wan Du
2023	J	`jnl`	Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. CoRR Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, 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`	Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling. AAAI Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu
2023	J	`jnl`	Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization. CoRR Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen
2023	J	`jnl`	Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification. IEEE Trans. Knowl. Data Eng. Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, 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`	Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. AAAI Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
2023	A*	`conf`	Incremental Causal Graph Learning for Online Root Cause Analysis. KDD Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen
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	A*	`conf`	Interdependent Causal Networks for Root Cause Localization. KDD Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen
2023	J	`jnl`	Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation. CoRR Meng Xiao, Min Wu, Ziyue Qiao, Yanjie Fu, Zhiyuan Ning, Yi Du, Yuanchun Zhou
2023	J	`jnl`	Learning Adaptive Embedding Considering Incremental Class. IEEE Trans. Knowl. Data Eng. Yang Yang, Zhen-Qiang Sun, Hengshu Zhu, Yanjie Fu, Yuanchun Zhou, Hui Xiong, Jian Yang
2023	A	`conf`	Locate and Beamform: Two-dimensional Locating All-neural Beamformer for Multi-channel Speech Separation. INTERSPEECH Yanjie Fu, Meng Ge, Honglong Wang, Nan Li, Haoran Yin, Longbiao Wang, Gaoyan Zhang, Jianwu Dang, Chengyun Deng, Fei Wang
2023	A*	`conf`	Metric-agnostic Learning-to-Rank via Boosting and Rank Approximation. ICDM Camilo Gomez, Pengyang Wang, Yanjie Fu
2023	J	`jnl`	Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning. IEEE Trans. Knowl. Data Eng. Denghui Zhang, Yanchi Liu, Zixuan Yuan, Yanjie Fu, Haifeng Chen, Hui Xiong
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	J	`jnl`	Polestar++: An Intelligent Routing Engine for National-Wide Public Transportation. IEEE Trans. Knowl. Data Eng. Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Hui Xiong
2023	A*	`conf`	PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. ICDE Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
2023	J	`jnl`	PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation. CoRR Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu
2023	J	`jnl`	RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training. IEEE Trans. Big Data Ziyue Qiao, Yanjie Fu, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Denghui Zhang, Yi Du, Yuanchun Zhou
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`	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	A	`conf`	SDNet: Stream-attention and Dual-feature Learning Network for Ad-hoc Array Speech Separation. INTERSPEECH Honglong Wang, Chengyun Deng, Yanjie Fu, Meng Ge, Longbiao Wang, Gaoyan Zhang, Jianwu Dang, Fei Wang
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	Misc	`conf`	Stream Attention Based U-Net for L3DAS23 Challenge. ICASSP Honglong Wang, Yanjie Fu, Junjie Li, Meng Ge, Longbiao Wang, Xinyuan Qian
2023	J	`jnl`	Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning. CoRR Dongjie Wang, Chang-Tien Lu, Yanjie Fu
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
2023	J	`jnl`	Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training. VLDB J. Hao Liu, Jindong Han, Yanjie Fu, Yanyan Li, Kai Chen, Hui Xiong
2023	J	`jnl`	UrbanKG: An Urban Knowledge Graph System. ACM Trans. Intell. Syst. Technol. Yu Liu, Jingtao Ding, Yanjie Fu, Yong Li
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`	Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach. IEEE Trans. Knowl. Data Eng. Jingbo Zhou, Tao Huang, Shuangli Li, Renjun Hu, Yanchi Liu, Yanjie Fu, Hui Xiong
2022	A*	`conf`	Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. KDD Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022	J	`jnl`	Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. CoRR Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022	A*	`conf`	DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting. ICLR Wei Fan, Shun Zheng, Xiaohan Yi, Wei Cao, Yanjie Fu, Jiang Bian, Tie-Yan Liu
2022	J	`jnl`	DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting. CoRR Wei Fan, Shun Zheng, Xiaohan Yi, Wei Cao, Yanjie Fu, Jiang Bian, Tie-Yan Liu
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	J	`jnl`	FuzzyAct: A Fuzzy-Based Framework for Temporal Activity Recognition in IoT Applications Using RNN and 3D-DWT. IEEE Trans. Fuzzy Syst. Fayaz Ali Dharejo, Muhammad Zawish, Yuanchun Zhou, Steven Davy, Kapal Dev, Sunder Ali Khowaja, Yanjie Fu, Nawab Muhammad Faseeh Qureshi
2022	A*	`conf`	GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. ICDM Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv
2022	J	`jnl`	GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation. CoRR Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv
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	J	`jnl`	Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification. CoRR Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou
2022	J	`jnl`	Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning. CoRR Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu
2022	J	`jnl`	Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2. ACM Trans. Intell. Syst. Technol. Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li
2022	A	`conf`	Iterative Sound Source Localization for Unknown Number of Sources. INTERSPEECH Yanjie Fu, Meng Ge, Haoran Yin, Xinyuan Qian, Longbiao Wang, Gaoyan Zhang, Jianwu Dang
2022	J	`jnl`	Iterative Sound Source Localization for Unknown Number of Sources. CoRR Yanjie Fu, Meng Ge, Haoran Yin, Xinyuan Qian, Longbiao Wang, Gaoyan Zhang, Jianwu Dang
2022	A*	`conf`	Kernel-based Substructure Exploration for Next POI Recommendation. ICDM Wei Ju, Yifang Qin, Ziyue Qiao, Xiao Luo, Yifan Wang, Yanjie Fu, Ming Zhang
2022	J	`jnl`	Kernel-based Substructure Exploration for Next POI Recommendation. CoRR Wei Ju, Yifang Qin, Ziyue Qiao, Xiao Luo, Yifan Wang, Yanjie Fu, Ming Zhang
2022	A*	`conf`	Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. KDD Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong
2022	J	`jnl`	Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting. CoRR Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong
2022	J	`jnl`	MIMO-DBnet: Multi-channel Input and Multiple Outputs DOA-aware Beamforming Network for Speech Separation. CoRR Yanjie Fu, Haoran Yin, Meng Ge, Longbiao Wang, Gaoyan Zhang, Jianwu Dang, Chengyun Deng, Fei Wang
2022	A	`conf`	MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources. INTERSPEECH Haoran Yin, Meng Ge, Yanjie Fu, Gaoyan Zhang, Longbiao Wang, Lei Zhang, Lin Qiu, Jianwu Dang
2022	J	`jnl`	MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources. CoRR Haoran Yin, Meng Ge, Yanjie Fu, Gaoyan Zhang, Longbiao Wang, Lei Zhang, Lin Qiu, Jianwu Dang
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	A*	`conf`	Semi-supervised Drifted Stream Learning with Short Lookback. KDD Weijieying Ren, Pengyang Wang, Xiaolin Li, Charles E. Hughes, Yanjie Fu
2022	J	`jnl`	Semi-supervised Drifted Stream Learning with Short Lookback. CoRR Weijieying Ren, Pengyang Wang, Xiaolin Li, Charles E. Hughes, Yanjie Fu
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
2022	—	`conf`	Utilization of Data Augmentation Techniques to Enhance Learning with Sparse Datasets. AI4I Richard C. Yarnell, Daniel Brignac, Yanjie Fu, Ronald F. DeMara
2022	J	`jnl`	Who Should Review Your Proposal? Interdisciplinary Topic Path Detection for Research Proposals. CoRR Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Dong Li, Yuanchun Zhou
2021	J	`jnl`	ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1. ACM Trans. Intell. Syst. Technol. Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li
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	J	`jnl`	CRLEDD: Regularized Causalities Learning for Early Detection of Diseases Using Electronic Health Record (EHR) Data. IEEE Trans. Emerg. Top. Comput. Intell. Jiang Bian, Sijia Yang, Haoyi Xiong, Licheng Wang, Yanjie Fu, Zeyi Sun, Zhishan Guo, Jun Wang
2021	A*	`conf`	Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. AAAI Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
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`	Description Generation for Points of Interest. ICDE Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaoli Wang, Hui Xiong
2021	A*	`conf`	Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. KDD Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong
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`	Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification. ICDM Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang, Yuanchun Zhou
2021	J	`jnl`	Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification. CoRR Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang
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	—	`conf`	NodeSense2Vec: Spatiotemporal Context-Aware Network Embedding for Heterogeneous Urban Mobility Data. IEEE BigData Dakshak Keerthi Chandra, Jennifer L. Leopold, Yanjie Fu
2021	J	`jnl`	RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training. CoRR Ziyue Qiao, Yanjie Fu, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou
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`	Spatiotemporal Representation Learning for Driving Behavior Analysis: A Joint Perspective of Peer and Temporal Dependencies. IEEE Trans. Knowl. Data Eng. Pengyang Wang, Xiaolin Li, Yu Zheng, Charu Aggarwal, 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	A*	`conf`	A Generic Edge-Empowered Graph Convolutional Network via Node-Edge Mutual Enhancement. WWW Pengyang Wang, Jiaping Gui, Zhengzhang Chen, Junghwan Rhee, Haifeng Chen, Yanjie Fu
2020	J	`jnl`	A Hierarchical Attention Model for Social Contextual Image Recommendation. IEEE Trans. Knowl. Data Eng. Le Wu, Lei Chen, Richang Hong, Yanjie Fu, Xing Xie, Meng Wang
2020	J	`jnl`	Adaptive Weighted Finite Mixture Model: Identifying the Feature-Influence of Real Estate. Trans. Data Sci. Xin Xu, Yanjie Fu, Jingyi Wu, Yuqi Wang, Zeyu Huang, Zhiguo Fu, Minghao Yin
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`	Collective Embedding with Feature Importance: A Unified Approach for Spatiotemporal Network Embedding. CIKM Dakshak Keerthi Chandra, Pengyang Wang, Jennifer L. Leopold, Yanjie Fu
2020	J	`jnl`	Coupled Layer-wise Graph Convolution for Transportation Demand Prediction. CoRR Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong
2020	A*	`conf`	Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. ICDM Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
2020	J	`jnl`	Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. CoRR Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu
2020	A*	`conf`	Dual Learning for Explainable Recommendation: Towards Unifying User Preference Prediction and Review Generation. WWW Peijie Sun, Le Wu, Kun Zhang, Yanjie Fu, Richang Hong, Meng Wang
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`	Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach. SIGIR Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang
2020	J	`jnl`	Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach. CoRR Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang
2020	J	`jnl`	Learning Adaptive Embedding Considering Incremental Class. CoRR Yang Yang, Zhen-Qiang Sun, Hengshu Zhu, Yanjie Fu, Hui Xiong, Jian Yang
2020	J	`jnl`	MP ACM Trans. Knowl. Discov. Data Jiang Bian, Haoyi Xiong, Yanjie Fu, Jun Huan, Zhishan Guo
2020	J	`jnl`	MoveWithMe: Location Privacy Preservation for Smartphone Users. IEEE Trans. Inf. Forensics Secur. Jian Kang, Douglas Steiert, Dan Lin, Yanjie Fu
2020	J	`jnl`	Multi-Modal Transportation Recommendation with Unified Route Representation Learning. Proc. VLDB Endow. Hao Liu, Jindong Han, Yanjie Fu, Jingbo Zhou, Xinjiang Lu, Hui Xiong
2020	A	`conf`	Partial Relationship Aware Influence Diffusion via a Multi-channel Encoding Scheme for Social Recommendation. CIKM Bo Jin, Ke Cheng, Liang Zhang, Yanjie Fu, Minghao Yin, Lu Jiang
2020	A*	`conf`	Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine. KDD Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong
2020	J	`jnl`	Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine. CoRR Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong
2020	—	`conf`	Reimagining City Configuration: Automated Urban Planning via Adversarial Learning. SIGSPATIAL/GIS Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu
2020	J	`jnl`	Reimagining City Configuration: Automated Urban Planning via Adversarial Learning. CoRR Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu
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
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`	A Neural Influence Diffusion Model for Social Recommendation. SIGIR Le Wu, Peijie Sun, Yanjie Fu, Richang Hong, Xiting Wang, Meng Wang
2019	J	`jnl`	A Neural Influence Diffusion Model for Social Recommendation. CoRR Le Wu, Peijie Sun, Yanjie Fu, Richang Hong, Xiting Wang, Meng Wang
2019	J	`jnl`	A trust-aware random walk model for return propensity estimation and consumer anomaly scoring in online shopping. Sci. China Inf. Sci. Xiaolin Li, Yuan Zhuang, Yanjie Fu, Xiangdong He
2019	A*	`conf`	Adversarial Substructured Representation Learning for Mobile User Profiling. KDD Pengyang Wang, Yanjie Fu, Hui Xiong, Xiaolin Li
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	A*	`conf`	Beyond Geo-First Law: Learning Spatial Representations via Integrated Autocorrelations and Complementarity. ICDM Jiadi Du, Yunchao Zhang, Pengyang Wang, Jennifer L. Leopold, Yanjie Fu
2019	A*	`conf`	Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network. KDD Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong
2019	—	`conf`	Collective Representation Learning on Spatiotemporal Heterogeneous Information Networks. SIGSPATIAL/GIS Dakshak Keerthi Chandra, Pengyang Wang, Jennifer L. Leopold, Yanjie Fu
2019	J	`jnl`	EdgeSense: Edge-Mediated Spatial- Temporal Crowdsensing. IEEE Access Sijia Yang, Jiang Bian, Licheng Wang, Haojin Zhu, Yanjie Fu, Haoyi Xiong
2019	A*	`conf`	Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations. AAAI Yanjie Fu, Pengyang Wang, Jiadi Du, Le Wu, Xiaolin Li
2019	—	`conf`	Finding the Key Influences on the House Price by Finite Mixture Model Based on the Real Estate Data in Changchun. DASFAA (3) Xin Xu, Zeyu Huang, Jingyi Wu, Yanjie Fu, Na Luo, Weitong Chen, Jianan Wang, Minghao Yin
2019	A*	`conf`	Joint Representation Learning for Multi-Modal Transportation Recommendation. AAAI Hao Liu, Ting Li, Renjun Hu, Yanjie Fu, Jingjing Gu, Hui Xiong
2019	J	`jnl`	Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data. IEEE Trans. Knowl. Data Eng. Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Hengshu Zhu, Chunxiao Li, Hui Xiong
2019	A*	`conf`	Unifying Inter-region Autocorrelation and Intra-region Structures for Spatial Embedding via Collective Adversarial Learning. KDD Yunchao Zhang, Yanjie Fu, Pengyang Wang, Xiaolin Li, Yu Zheng
2019	—	`conf`	Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network Embedding. IEEE BigData Ziyue Qiao, Yi Du, Yanjie Fu, Pengfei Wang, Yuanchun Zhou
2018	J	`jnl`	A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis. ACM Trans. Intell. Syst. Technol. Yanjie Fu, Junming Liu, Xiaolin Li, Hui Xiong
2018	A*	`conf`	CSWA: Aggregation-Free Spatial-Temporal Community Sensing. AAAI Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das
2018	A*	`conf`	De-biasing Covariance-Regularized Discriminant Analysis. IJCAI Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Jiang Bian, Zhishan Guo
2018	A*	`conf`	Dr. Right!: Embedding-Based Adaptively-Weighted Mixture Multi-classification Model for Finding Right Doctors with Healthcare Experience Data. ICDM Xin Xu, Yanjie Fu, Haoyi Xiong, Bo Jin, Xiaolin Li, Shuli Hu, Minghao Yin
2018	A	`conf`	Ensemble-Spotting: Ranking Urban Vibrancy via POI Embedding with Multi-view Spatial Graphs. SDM Pengyang Wang, Jiawei Zhang, Guannan Liu, Yanjie Fu, Charu C. Aggarwal
2018	J	`jnl`	Fake News Detection with Deep Diffusive Network Model. CoRR Jiawei Zhang, Limeng Cui, Yanjie Fu, Fisher B. Gouza
2018	J	`jnl`	Learning Urban Community Structures: A Collective Embedding Perspective with Periodic Spatial-temporal Mobility Graphs. ACM Trans. Intell. Syst. Technol. Pengyang Wang, Yanjie Fu, Jiawei Zhang, Xiaolin Li, Dan Lin
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
2018	—	`conf`	RIPA: Real-Time Image Privacy Alert System. CIC Dakshak Keerthi Chandra, Weerdhawal Chowgule, Yanjie Fu, Dan Lin
2018	A*	`conf`	Representing Urban Functions through Zone Embedding with Human Mobility Patterns. IJCAI Zijun Yao, Yanjie Fu, Bin Liu, Wangsu Hu, Hui Xiong
2018	J	`jnl`	SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations. ACM Trans. Intell. Syst. Technol. Bowen Du, Yifeng Cui, Yanjie Fu, Runxing Zhong, Hui Xiong
2018	J	`jnl`	SocialGCN: An Efficient Graph Convolutional Network based Model for Social Recommendation. CoRR Le Wu, Peijie Sun, Richang Hong, Yanjie Fu, Xiting Wang, Meng Wang
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 efficient data processing framework for mining the massive trajectory of moving objects. Comput. Environ. Urban Syst. Yuanchun Zhou, Yang Zhang, Yong Ge, Zhenghua Xue, Yanjie Fu, Danhuai Guo, Jing Shao, Tiangang Zhu, Xuezhi Wang, Jianhui Li
2017	A*	`conf`	BL-MNE: Emerging Heterogeneous Social Network Embedding Through Broad Learning with Aligned Autoencoder. ICDM Jiawei Zhang, Congying Xia, Chenwei Zhang, Limeng Cui, Yanjie Fu, Philip S. Yu
2017	J	`jnl`	BL-MNE: Emerging Heterogeneous Social Network Embedding through Broad Learning with Aligned Autoencoder. CoRR Jiawei Zhang, Congying Xia, Chenwei Zhang, Limeng Cui, Yanjie Fu, Philip S. Yu
2017	J	`jnl`	CSWA: Aggregation-Free Spatial-Temporal Community Sensing. CoRR Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das
2017	A*	`conf`	Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams. KDD Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong
2017	J	`jnl`	Efficient karaoke song recommendation via multiple kernel learning approximation. Neurocomputing Chu Guan, Yanjie Fu, Xinjiang Lu, Enhong Chen, Xiaolin Li, Hui Xiong
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
2017	A*	`conf`	Incorporating Spatio-Temporal Smoothness for Air Quality Inference. ICDM Xiangyu Zhao, Tong Xu, Yanjie Fu, Enhong Chen, Hao Guo
2017	J	`jnl`	Intelligent bus routing with heterogeneous human mobility patterns. Knowl. Inf. Syst. Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu
2017	J	`jnl`	LATTE: Application Oriented Network Embedding. CoRR Jiawei Zhang, Limeng Cui, Yanjie Fu
2017	J	`jnl`	Modeling Buying Motives for Personalized Product Bundle Recommendation. ACM Trans. Knowl. Discov. Data Guannan Liu, Yanjie Fu, Guoqing Chen, Hui Xiong, Can Chen
2017	A*	`conf`	Multi-party Sparse Discriminant Learning. ICDM Jiang Bian, Haoyi Xiong, Wei Cheng, Wenqing Hu, Zhishan Guo, Yanjie Fu
2017	A*	`conf`	REMIX: Automated Exploration for Interactive Outlier Detection. KDD Yanjie Fu, Charu C. Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga, Hui Xiong
2017	J	`jnl`	REMIX: Automated Exploration for Interactive Outlier Detection. CoRR Yanjie Fu, Charu C. Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga, Hui Xiong
2017	—	`conf`	Social User Profiling: A Social-Aware Topic Modeling Perspective. DASFAA (2) Chao Ma, Chen Zhu, Yanjie Fu, Hengshu Zhu, Guiquan Liu, Enhong Chen
2017	A*	`conf`	Unsupervised P2P Rental Recommendations via Integer Programming. KDD Yanjie Fu, Guannan Liu, Mingfei Teng, Charu C. Aggarwal
2016	A*	`conf`	Days on Market: Measuring Liquidity in Real Estate Markets. KDD Hengshu Zhu, Hui Xiong, Fangshuang Tang, Qi Liu, Yong Ge, Enhong Chen, Yanjie Fu
2016	—	`conf`	Exploiting Human Mobility Patterns for Gas Station Site Selection. DASFAA (1) Hongting Niu, Junming Liu, Yanjie Fu, Yanchi Liu, Bo Lang
2016	J	`jnl`	Fused latent models for assessing product return propensity in online commerce. Decis. Support Syst. Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Xiaolin Li, Guoqing Chen
2016	J	`jnl`	Modeling of Geographic Dependencies for Real Estate Ranking. ACM Trans. Knowl. Discov. Data Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou
2016	A*	`conf`	POI Recommendation: A Temporal Matching between POI Popularity and User Regularity. ICDM Zijun Yao, Yanjie Fu, Bin Liu, Yanchi Liu, Hui Xiong
2016	J	`jnl`	Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis. CoRR Haoyi Xiong, Yanjie Fu, Wenqing Hu, Guanling Chen, Laura E. Barnes
2016	A*	`conf`	Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective. ICDM Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong
2016	J	`jnl`	Service Usage Classification with Encrypted Internet Traffic in Mobile Messaging Apps. IEEE Trans. Mob. Comput. Yanjie Fu, Hui Xiong, Xinjiang Lu, Jin Yang, Can Chen
2016	A	`conf`	The Impact of Community Safety on House Ranking. SDM Zijun Yao, Yanjie Fu, Bin Liu, Hui Xiong
2016	A	`conf`	Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model. SDM Chu Guan, Yanjie Fu, Xinjiang Lu, Hui Xiong, Enhong Chen, Yingling Liu
2015	—	`conf`	A Discovery System for Finding High-Value Homes. ICDM Workshops Yanjie Fu, Hui Xiong
2015	J	`jnl`	A General Geographical Probabilistic Factor Model for Point of Interest Recommendation. IEEE Trans. Knowl. Data Eng. Bin Liu, Hui Xiong, Spiros Papadimitriou, Yanjie Fu, Zijun Yao
2015	—	`conf`	Modeling of Geographic Dependencies for Real Estate Ranking on Site Selection. ICDM Workshops Yanjie Fu, Hui Xiong
2015	A	`conf`	Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization. SDM Huayu Li, Hengshu Zhu, Yong Ge, Yanjie Fu, Yuan Ge
2015	A*	`conf`	Real Estate Ranking via Mixed Land-use Latent Models. KDD Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu
2015	A*	`conf`	Station Site Optimization in Bike Sharing Systems. ICDM Junming Liu, Qiao Li, Meng Qu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Hao Zhong, Yanjie Fu
2014	A	`conf`	A New Framework for Traffic Anomaly Detection. SDM Jinsong Lan, Cheng Long, Raymond Chi-Wing Wong, Youyang Chen, Yanjie Fu, Danhuai Guo, Shuguang Liu, Yong Ge, Yuanchun Zhou, Jianhui Li
2014	A*	`conf`	Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns. ICDM Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen
2014	A*	`conf`	Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing. ICDM Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu
2014	A*	`conf`	Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering. KDD Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou
2014	A*	`conf`	Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval. ICDM Liang Wu, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Jianhui Li, Yuanchun Zhou, Hui Xiong
2014	J	`jnl`	Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval. CoRR Liang Wu, Hui Xiong, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Yuanchun Zhou, Jianhui Li
2014	A*	`conf`	Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors. ICDM Yanjie Fu, Yong Ge, Yu Zheng, Zijun Yao, Yanchi Liu, Hui Xiong, Jing Yuan
2014	A	`conf`	User Preference Learning with Multiple Information Fusion for Restaurant Recommendation. SDM Yanjie Fu, Bin Liu, Yong Ge, Zijun Yao, Hui Xiong
2013	A*	`conf`	Learning geographical preferences for point-of-interest recommendation. KDD Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong