Yanyan Shen - RankMe

272 papers A* 38A 10B 7C 10Misc 3Journal 153Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Architecture-Agnostic Feature Synergy for Universal Defense Against Heterogeneous Generative Threats. CoRR Bingxue Zhang, Yang Gao, Feida Zhu, Yanyan Shen, Yang Shi
2026	J	`jnl`	Full-Duplex Integrated Sensing, Communication, and Computation Over Low-Altitude Wireless Networks. IEEE Trans. Consumer Electron. Yiyang Chen, Wenchao Liu, Xuhui Zhang, Jinke Ren, Huijun Xing, Shuqiang Wang, Yanyan Shen, Kim-Fung Tsang
2026	J	`jnl`	Generative AI Empowers Brain-Computer Interfaces: A Review-Perspective on Technical Realities and Future Visions. IEEE Trans. Consumer Electron. Shuqiang Wang, Yi Guo, Yihang Dong, Yanyan Shen, Zhiguo Zhang, Albert C. Cheung, Jiangbo Pu, Sheng-hua Zhong, Raymond Kai-Yu Tong, Ye Li, Michael Kwok-Po Ng, Kim-Fung Tsang, Guanhua Ren
2026	J	`jnl`	Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey. ACM Comput. Surv. Liping Wang, Jiawei Li, Lifan Zhao, Zhizhuo Kou, Xiaohan Wang, Xinyi Zhu, Hao Wang, Yanyan Shen, Lei Chen
2026	J	`jnl`	Movable-Antenna Empowered AAV-Enabled Data Collection Over Low-Altitude Wireless Networks. IEEE Trans. Netw. Sci. Eng. Xuhui Zhang, Wenchao Liu, Jinke Ren, Chunjie Wang, Huijun Xing, Yanyan Shen, Shuguang Cui
2026	J	`jnl`	RelServe: Fast LLM Inference Serving on Relational Data. CoRR Xin Zhang, Shihong Gao, Yanyan Shen, Haoyang Li, Lei Chen
2026	J	`jnl`	Tensor Object Recognition Using Optimized Projection-Based Support Tensor Machine. IEEE Trans. Consumer Electron. Chi Zhang, Changhong Jing, Yihang Dong, Yanyan Shen, Min Gan, Guoheng Huang, Michael Kwok-Po Ng, Kim-Fung Tsang, Shuqiang Wang
2026	J	`jnl`	UAV-Enabled Fluid Antenna Systems for Multi-Target Wireless Sensing Over LAWCNs. IEEE Trans. Consumer Electron. Xuhui Zhang, Wenchao Liu, Chunjie Wang, Jinke Ren, Huijun Xing, Shuqiang Wang, Yanyan Shen
2025	J	`jnl`	A Caching-based Framework for Scalable Temporal Graph Neural Network Training. ACM Trans. Database Syst. Yiming Li, Yanyan Shen, Lei Chen, Mingxuan Yuan
2025	J	`jnl`	A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation. CoRR Zhikai Wang, Yanyan Shen
2025	J	`jnl`	Age of Information Minimization in UAV-Enabled IoT Networks via Federated Reinforcement Learning. IEEE Trans. Wirel. Commun. Xuhui Zhang, Huijun Xing, Yanyan Shen, Jie Xu, Shuguang Cui
2025	J	`jnl`	Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving. CoRR Shihong Gao, Xin Zhang, Yanyan Shen, Lei Chen
2025	J	`jnl`	Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving. Proc. ACM Manag. Data Shihong Gao, Xin Zhang, Yanyan Shen, Lei Chen
2025	J	`jnl`	BDHT: Generative AI Enables Causality Analysis for Mild Cognitive Impairment. IEEE Trans Autom. Sci. Eng. Qiankun Zuo, Ling Chen, Yanyan Shen, Michael Kwok-Po Ng, Baiying Lei, Shuqiang Wang
2025	J	`jnl`	CLMTR: a generic framework for contrastive multi-modal trajectory representation learning. GeoInformatica Anqi Liang, Bin Yao, Jiong Xie, Wenli Zheng, Yanyan Shen, Qiqi Ge
2025	J	`jnl`	ConnectomeDiffuser: Generative AI Enables Brain Network Construction From Diffusion Tensor Imaging. IEEE Trans. Consumer Electron. Xuhang Chen, Yanyan Shen, Mufti Mahmud, Michael Kwok-Po Ng, Kim-Fung Tsang, Shanshan Wang, Chi-Man Pun, Shuqiang Wang
2025	J	`jnl`	Coordinated Beamforming for RIS-Empowered ISAC Systems over Secure Low-Altitude Networks. CoRR Chunjie Wang, Xuhui Zhang, Wenchao Liu, Jinke Ren, Huijun Xing, Shuqiang Wang, Yanyan Shen
2025	J	`jnl`	ETC: Enhancing Transportation Computation With IRS-Enabled Wireless Powered MEC Systems. IEEE Internet Things J. Liang Xue, Chunjie Wang, Yanyan Shen, Shaobao Li, Shuqiang Wang, Xinping Guan
2025	J	`jnl`	Faster Convergence in Mini-batch Graph Neural Networks Training with Pseudo Full Neighborhood Compensation. Proc. VLDB Endow. Qiqi Zhou, Yanyan Shen, Lei Chen
2025	J	`jnl`	Feature Staleness Aware Incremental Learning for CTR Prediction. CoRR Zhikai Wang, Yanyan Shen, Zibin Zhang, Kangyi Lin
2025	J	`jnl`	From Sancus to Sancus VLDB J. Jingshu Peng, Qiyu Liu, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
2025	J	`jnl`	Generative AI Enables EEG Super-Resolution via Spatio-Temporal Adaptive Diffusion Learning. IEEE Trans. Consumer Electron. Shuqiang Wang, Tong Zhou, Yanyan Shen, Ye Li, Guoheng Huang, Yong Hu
2025	J	`jnl`	High-Fidelity Functional Ultrasound Reconstruction via A Visual Auto-Regressive Framework. CoRR Xuhang Chen, Zhuo Li, Yanyan Shen, Mufti Mahmud, Hieu Pham, Chi-Man Pun, Shuqiang Wang
2025	J	`jnl`	How good are multi-dimensional learned indexes? An experimental survey. VLDB J. Qiyu Liu, Maocheng Li, Yuxiang Zeng, Yanyan Shen, Lei Chen
2025	J	`jnl`	Improving the End-to-End Efficiency of Offline Inference for Multi-LLM Applications Based on Sampling and Simulation. CoRR Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen
2025	A*	`conf`	In-Context Adaptation to Concept Drift for Learned Database Operations. ICML Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi
2025	J	`jnl`	In-Context Adaptation to Concept Drift for Learned Database Operations. CoRR Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi
2025	J	`jnl`	Influence Guided Context Selection for Effective Retrieval-Augmented Generation. CoRR Jiale Deng, Yanyan Shen, Ziyuan Pei, Youmin Chen, Linpeng Huang
2025	J	`jnl`	Joint Association, Beamforming, and Resource Allocation for Multi-IRS Enabled MU-MISO Systems With RSMA. IEEE Trans. Mob. Comput. Chunjie Wang, Xuhui Zhang, Huijun Xing, Liang Xue, Shuqiang Wang, Yanyan Shen, Bo Yang, Xinping Guan
2025	J	`jnl`	Joint Beamforming Design for RIS-Empowered NOMA-ISAC Systems. CoRR Chunjie Wang, Xuhui Zhang, Jinke Ren, Wenchao Liu, Shuqiang Wang, Yanyan Shen, Kejiang Ye, Chengzhong Xu, Dusit Niyato
2025	J	`jnl`	Latency Minimization for Multi-AAV-Enabled ISCC Systems with Movable Antenna. CoRR Yiyang Chen, Wenchao Liu, Chunjie Wang, Yinyu Wu, Xuhui Zhang, Yanyan Shen
2025	J	`jnl`	Latency Minimization for UAV-Enabled Federated Learning: Trajectory Design and Resource Allocation. IEEE Internet Things J. Xuhui Zhang, Wenchao Liu, Jinke Ren, Huijun Xing, Gui Gui, Yanyan Shen, Shuguang Cui
2025	J	`jnl`	Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning. CoRR Lifan Zhao, Yanyan Shen, Zhaoyang Liu, Xue Wang, Jiaji Deng
2025	J	`jnl`	Momentum-integrated Multi-task Stock Recommendation with Converge-based Optimization. CoRR Hao Wang, Jingshu Peng, Yanyan Shen, Xujia Li, Lei Chen
2025	J	`jnl`	Movable-Antenna Empowered AAV-Enabled Data Collection over Low-Altitude Wireless Networks. CoRR Xuhui Zhang, Wenchao Liu, Jinke Ren, Chunjie Wang, Huijun Xing, Yanyan Shen, Shuguang Cui
2025	A	`conf`	NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. CIDR Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang
2025	J	`jnl`	PTSM: Physiology-aware and Task-invariant Spatio-temporal Modeling for Cross-Subject EEG Decoding. CoRR Changhong Jing, Yan Liu, Shuqiang Wang, Bruce X. B. Yu, Gong Chen, Zhejing Hu, Zhi Zhang, Yanyan Shen
2025	—	`conf`	Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting. KDD (1) Lifan Zhao, Yanyan Shen
2025	J	`jnl`	QoS-Aware Integrated Sensing, Communication, and Control with Movable Antenna. CoRR Yike Wang, Zhike Wu, Jiang Chen, Chunjie Wang, Xuhui Zhang, Yanyan Shen
2025	J	`jnl`	RSMA-Enhanced Data Collection in RIS-Assisted Intelligent Consumer Transportation Systems. CoRR Chunjie Wang, Xuhui Zhang, Wenchao Liu, Jinke Ren, Shuqiang Wang, Yanyan Shen, Kejiang Ye, Kim Fung Tsang
2025	A*	`conf`	Rearchitecting the Thread Model of In-Memory Key-Value Stores with μTPS. SOSP Youmin Chen, Jiwu Shu, Yanyan Shen, Linpeng Huang, Hong Mei
2025	J	`jnl`	Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Pair Selection. CoRR Zhikai Wang, Yanyan Shen, Zexi Zhang, Li He, Yichun Li, Hao Gu, Yinghua Zhang
2025	J	`jnl`	Research on the Relationship Between the Credibility of Consumer Online Reviews and Purchase Decisions Under International Law: An Empirical Analysis Based on E-Commerce Platform Data. J. Organ. End User Comput. Chengjin Xu, Zhe Zhang, Yanyan Shen
2025	J	`jnl`	UAV-Enabled Fluid Antenna Systems for Multi-Target Wireless Sensing over LAWCNs. CoRR Xuhui Zhang, Wenchao Liu, Chunjie Wang, Jinke Ren, Huijun Xing, Shuqiang Wang, Yanyan Shen
2025	J	`jnl`	UAV-Enabled Wireless Networks With Movable-Antenna Array: Flexible Beamforming and Trajectory Design. IEEE Wirel. Commun. Lett. Wenchao Liu, Xuhui Zhang, Huijun Xing, Jinke Ren, Yanyan Shen, Shuguang Cui
2024	J	`jnl`	A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation. IEEE Trans. Knowl. Data Eng. Zhikai Wang, Yanyan Shen
2024	—	`conf`	Cost-Aware Outdated Facts Correction in the Knowledge Bases. DASFAA (4) Hao Xin, Lei Chen, Yanyan Shen
2024	J	`jnl`	ETC: Efficient Training of Temporal Graph Neural Networks over Large-scale Dynamic Graphs. Proc. VLDB Endow. Shihong Gao, Yiming Li, Yanyan Shen, Yingxia Shao, Lei Chen
2024	J	`jnl`	Efficient Training of Graph Neural Networks on Large Graphs. Proc. VLDB Endow. Yanyan Shen, Lei Chen, Jingzhi Fang, Xin Zhang, Shihong Gao, Hongbo Yin
2024	J	`jnl`	Estimating Addiction-Related Brain Connectivity by Prior-Embedding Graph Generative Adversarial Networks. IEEE Trans. Cybern. Changhong Jing, Yanyan Shen, Shen Zhao, Yi Pan, C. L. Philip Chen, Baiying Lei, Shuqiang Wang
2024	J	`jnl`	Hierarchical Learning for IRS-Assisted MEC Systems with Rate-Splitting Multiple Access. CoRR Yinyu Wu, Xuhui Zhang, Jinke Ren, Yanyan Shen, Bo Yang, Shuqiang Wang, Xinping Guan, Dusit Niyato
2024	J	`jnl`	How Good Are Multi-dimensional Learned Indices? An Experimental Survey. CoRR Qiyu Liu, Maocheng Li, Yuxiang Zeng, Yanyan Shen, Lei Chen
2024	—	`conf`	Intelligent Reflecting Surface Aided Mobile Edge Computing with Rate-Splitting Multiple Access. VTC Spring Yinyu Wu, Xuhui Zhang, Huijun Xing, Weilin Zang, Shuqiang Wang, Yanyan Shen
2024	J	`jnl`	Joint Trajectory Design and Resource Allocation in UAV-Enabled Heterogeneous MEC Systems. IEEE Internet Things J. Wenchao Liu, Hao Wang, Xuhui Zhang, Huijun Xing, Jinke Ren, Yanyan Shen, Shuguang Cui
2024	J	`jnl`	Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning. CoRR Yinyu Wu, Xuhui Zhang, Jinke Ren, Huijun Xing, Yanyan Shen, Shuguang Cui
2024	J	`jnl`	Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning. IEEE Netw. Lett. Yinyu Wu, Xuhui Zhang, Jinke Ren, Huijun Xing, Yanyan Shen, Shuguang Cui
2024	A*	`conf`	MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. AAAI Tong Li, Zhaoyang Liu, Yanyan Shen, Xue Wang, Haokun Chen, Sen Huang
2024	—	`conf`	Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition. NCAA (3) Yihang Dong, Xuhang Chen, Yanyan Shen, Michael Kwok-Po Ng, Tao Qian, Shuqiang Wang
2024	J	`jnl`	Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition. CoRR Yihang Dong, Xuhang Chen, Yanyan Shen, Michael Kwok-Po Ng, Tao Qian, Shuqiang Wang
2024	J	`jnl`	NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. CoRR Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang
2024	J	`jnl`	NeurDB: an AI-powered autonomous data system. Sci. China Inf. Sci. Beng Chin Ooi, Shaofeng Cai, Gang Chen, Yanyan Shen, Kian-Lee Tan, Yuncheng Wu, Xiaokui Xiao, Naili Xing, Cong Yue, Lingze Zeng, Meihui Zhang, Zhanhao Zhao
2024	J	`jnl`	Outage Constrained Max-Min Secrecy Rate Optimization for IRS-Aided SWIPT Systems With Artificial Noise. IEEE Internet Things J. Yanyan Shen, Chunjie Wang, Weilin Zang, Liang Xue, Bo Yang, Xinping Guan
2024	—	`conf`	PKBC: A Product-Specific Knowledge base Taxonomy Framework. DASFAA (4) Hao Xin, Lei Chen, Yanyan Shen
2024	J	`jnl`	Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting. CoRR Lifan Zhao, Yanyan Shen
2024	A	`conf`	Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample Selection. CIKM Zhikai Wang, Yanyan Shen, Zexi Zhang, Li He, Yichun Li, Hao Gu, Yinghua Zhang
2024	A*	`conf`	Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators. ICLR Lifan Zhao, Yanyan Shen
2024	J	`jnl`	Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators. CoRR Lifan Zhao, Yanyan Shen
2024	J	`jnl`	Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model. CoRR Runtao Ren, Yinyu Wu, Xuhui Zhang, Jinke Ren, Yanyan Shen, Shuqiang Wang, Kim-Fung Tsang
2024	J	`jnl`	SIMPLE: Efficient Temporal Graph Neural Network Training at Scale with Dynamic Data Placement. Proc. ACM Manag. Data Shihong Gao, Yiming Li, Xin Zhang, Yanyan Shen, Yingxia Shao, Lei Chen
2024	J	`jnl`	STile: Searching Hybrid Sparse Formats for Sparse Deep Learning Operators Automatically. Proc. ACM Manag. Data Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen
2024	A*	`conf`	Self-Interpretable Graph Learning with Sufficient and Necessary Explanations. AAAI Jiale Deng, Yanyan Shen
2024	—	`conf`	StockCL: Selective Contrastive Learning for Stock Trend Forecasting via Learnable Concepts. DASFAA (7) Zexi Zhang, Lifan Zhao, Yanyan Shen, Bin Yao
2024	A*	`conf`	StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting. AAAI Jinyong Fan, Yanyan Shen
2024	J	`jnl`	UAV-Enabled Data Collection for IoT Networks via Rainbow Learning. CoRR Yingchao Jiao, Xuhui Zhang, Wenchao Liu, Yinyu Wu, Jinke Ren, Yanyan Shen, Bo Yang, Xinping Guan
2024	—	`conf`	Utility-Efficient Edge-Cloud Collaborative Space-Air-Ground Integrated Internet of Things. ICCT Tiexin Zhang, Yinyu Wu, Wenchao Liu, Chunjie Wang, Zhenzhen Jin, Xuhui Zhang, Yanyan Shen
2024	J	`jnl`	When UAV Meets Federated Learning: Latency Minimization via Joint Trajectory Design and Resource Allocation. CoRR Xuhui Zhang, Wenchao Liu, Jinke Ren, Huijun Xing, Gui Gui, Yanyan Shen, Shuguang Cui
2023	—	`conf`	AoI-Aware UAV-Enabled Marine MEC Networks with Integrated Sensing, Computation, and Communication. ICCC Workshops Wenchao Liu, Zhenzhen Jin, Xuhui Zhang, Weilin Zang, Shuqiang Wang, Yanyan Shen
2023	J	`jnl`	AutoSrh: An Embedding Dimensionality Search Framework for Tabular Data Prediction. IEEE Trans. Knowl. Data Eng. Shuming Kong, Weiyu Cheng, Yanyan Shen, Linpeng Huang
2023	J	`jnl`	Average AoI minimization for data collection in UAV-enabled IoT backscatter communication systems with the finite blocklength regime. Ad Hoc Networks Yanyan Shen, Weiran Luo, Shuqiang Wang, Xiaoxia Huang
2023	C	`conf`	Blockchain-Empowered Space-Air-Ground Integrated Networks for Remote Internet of Things. ICCC Wenchao Liu, Junyu Wang, Huijun Xing, Zhenzhen Jin, Xuhui Zhang, Yanyan Shen
2023	—	`conf`	Conditional Diffusion Model-Based Data Augmentation for Alzheimer's Prediction. NCAA (1) Weiheng Yao, Yanyan Shen, Fred Nicolls, Shuqiang Wang
2023	J	`jnl`	DUCATI: A Dual-Cache Training System for Graph Neural Networks on Giant Graphs with the GPU. Proc. ACM Manag. Data Xin Zhang, Yanyan Shen, Yingxia Shao, Lei Chen
2023	A*	`conf`	Diga: Guided Diffusion Model for Graph Recovery in Anti-Money Laundering. KDD Xujia Li, Yuan Li, Xueying Mo, Hebing Xiao, Yanyan Shen, Lei Chen
2023	A*	`conf`	DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting. KDD Lifan Zhao, Shuming Kong, Yanyan Shen
2023	J	`jnl`	DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting. CoRR Lifan Zhao, Shuming Kong, Yanyan Shen
2023	A*	`conf`	Feature Staleness Aware Incremental Learning for CTR Prediction. IJCAI Zhikai Wang, Yanyan Shen, Zibin Zhang, Kangyi Lin
2023	J	`jnl`	Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain. IEEE Trans. Neural Networks Learn. Syst. Senrong You, Baiying Lei, Shuqiang Wang, Charles K. Chui, Albert C. Cheung, Yong Liu, Min Gan, Guo-Cheng Wu, Yanyan Shen
2023	—	`conf`	HIT - An Effective Approach to Build a Dynamic Financial Knowledge Base. DASFAA (2) Xinyi Zhu, Hao Xin, Yanyan Shen, Lei Chen
2023	A*	`conf`	Human-in-the-Loop Vehicle ReID. AAAI Zepeng Li, Dongxiang Zhang, Yanyan Shen, Gang Chen
2023	A*	`conf`	Incremental Learning for Multi-Interest Sequential Recommendation. ICDE Zhikai Wang, Yanyan Shen
2023	J	`jnl`	MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. CoRR Tong Li, Zhaoyang Liu, Yanyan Shen, Xue Wang, Haokun Chen, Sen Huang
2023	—	`conf`	MR Image Super-Resolution Using Wavelet Diffusion for Predicting Alzheimer's Disease. BI Guoli Huang, Xuhang Chen, Yanyan Shen, Shuqiang Wang
2023	J	`jnl`	Maximizing Energy Efficiency in UAV-Assisted NOMA-MEC Networks. IEEE Internet Things J. Zhixin Liu, Junxiao Qi, Yanyan Shen, Kai Ma, Xinping Guan
2023	J	`jnl`	Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey. CoRR Liping Wang, Jiawei Li, Lifan Zhao, Zhizhuo Kou, Xiaohan Wang, Xinyi Zhu, Hao Wang, Yanyan Shen, Lei Chen
2023	J	`jnl`	Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN. IEEE Trans. Neural Networks Learn. Syst. Wen Yu, Baiying Lei, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Yanyan Shen, Michael K. Ng
2023	A*	`conf`	Narrow the Input Mismatch in Deep Graph Neural Network Distillation. KDD Qiqi Zhou, Yanyan Shen, Lei Chen
2023	J	`jnl`	Orca: Scalable Temporal Graph Neural Network Training with Theoretical Guarantees. Proc. ACM Manag. Data Yiming Li, Yanyan Shen, Lei Chen, Mingxuan Yuan
2023	J	`jnl`	RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Prediction. ACM Trans. Inf. Syst. Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin
2023	—	`conf`	Rainfall Spatial Interpolation with Graph Neural Networks. DASFAA (4) Jia Li, Yanyan Shen, Lei Chen, Charles Wang Wai Ng
2023	J	`jnl`	Resource Configuration for Throughput Maximization in UAV-WPCN With Intelligent Reflecting Surface. IEEE Access Liang Xue, Xuan Gong, Yanyan Shen, Balaji Panchal, Chunjie Wang, Yanlong Wang
2023	J	`jnl`	SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation. CoRR Jia Li, Yanyan Shen, Lei Chen, Charles Wang Wai Ng
2023	J	`jnl`	SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation. Proc. ACM Manag. Data Jia Li, Yanyan Shen, Lei Chen, Charles Wang Wai Ng
2023	A*	`conf`	Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract). IJCAI Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
2023	—	`conf`	TE-DyGE: Temporal Evolution-Enhanced Dynamic Graph Embedding Network. DASFAA (3) Liping Wang, Yanyan Shen, Lei Chen
2023	A*	`conf`	Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network. AAAI Tong Li, Jiale Deng, Yanyan Shen, Luyu Qiu, Yongxiang Huang, Caleb Chen Cao
2023	J	`jnl`	Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network. CoRR Tong Li, Jiale Deng, Yanyan Shen, Luyu Qiu, Yongxiang Huang, Caleb Chen Cao
2023	J	`jnl`	Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank. Proc. VLDB Endow. Yiming Li, Yanyan Shen, Lei Chen, Mingxuan Yuan
2022	—	`conf`	Adversarial Learning Based Structural Brain-Network Generative Model for Analyzing Mild Cognitive Impairment. PRCV (2) Heng Kong, Junren Pan, Yanyan Shen, Shuqiang Wang
2022	J	`jnl`	An Ensemble-Based Densely-Connected Deep Learning System for Assessment of Skeletal Maturity. IEEE Trans. Syst. Man Cybern. Syst. Shuqiang Wang, Xiangyu Wang, Yanyan Shen, Bing He, Xinyan Zhao, Prudence Wing-Hang Cheung, Jason Pui Yin Cheung, Keith Dip-Kei Luk, Yong Hu
2022	J	`jnl`	Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis. IEEE Trans. Medical Imaging Shengye Hu, Baiying Lei, Shuqiang Wang, Yong Wang, Zhiguang Feng, Yanyan Shen
2022	Misc	`conf`	Brain MR Images Super-Resolution with the Consistent Features. ICMLC Senrong You, Yanyan Shen, Guocheng Wu, Shuqiang Wang
2022	J	`jnl`	Brain stroke lesion segmentation using consistent perception generative adversarial network. Neural Comput. Appl. Shuqiang Wang, Zhuo Chen, Senrong You, Bingchuan Wang, Yanyan Shen, Baiying Lei
2022	—	`conf`	Camel: Managing Data for Efficient Stream Learning. SIGMOD Conference Yiming Li, Yanyan Shen, Lei Chen
2022	—	`conf`	Cybertwin-Driven Multi-Intelligent Reflecting Surfaces aided Vehicular Edge Computing Leveraged by Deep Reinforcement Learning. VTC Fall Xuhui Zhang, Huijun Xing, Weilin Zang, Zhenzhen Jin, Yanyan Shen
2022	—	`conf`	Dynamic Community Detection via Adversarial Temporal Graph Representation Learning. NCAA (2) Changwei Gong, Changhong Jing, Yanyan Shen, Shuqiang Wang
2022	J	`jnl`	Dynamic Community Detection via Adversarial Temporal Graph Representation Learning. CoRR Changwei Gong, Changhong Jing, Yanyan Shen, Shuqiang Wang
2022	A*	`conf`	Feature-Oriented Sampling for Fast and Scalable GNN Training. ICDM Xin Zhang, Yanyan Shen, Lei Chen
2022	A	`conf`	GCF-RD: A Graph-based Contrastive Framework for Semi-Supervised Learning on Relational Databases. CIKM Runjin Chen, Tong Li, Yanyan Shen, Luyu Qiu, Kaidi Li, Caleb Chen Cao
2022	—	`conf`	HAP: An Efficient Hamming Space Index Based on Augmented Pigeonhole Principle. SIGMOD Conference Qiyu Liu, Yanyan Shen, Lei Chen
2022	J	`jnl`	LECF: recommendation via learnable edge collaborative filtering. Sci. China Inf. Sci. Shitao Xiao, Yingxia Shao, Yawen Li, Hongzhi Yin, Yanyan Shen, Bin Cui
2022	J	`jnl`	MBN: Towards Multi-Behavior Sequence Modeling for Next Basket Recommendation. ACM Trans. Knowl. Discov. Data Yanyan Shen, Baoyuan Ou, Ranzhen Li
2022	J	`jnl`	RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction. CoRR Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin
2022	A*	`conf`	Resolving Training Biases via Influence-based Data Relabeling. ICLR Shuming Kong, Yanyan Shen, Linpeng Huang
2022	J	`jnl`	SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks. Proc. VLDB Endow. Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
2022	Misc	`conf`	SRT: Shape Reconstruction Transformer for 3D Reconstruction of Point Cloud from 2D MRI. ICMLC Bowen Hu, Yanyan Shen, Guocheng Wu, Shuqiang Wang
2022	J	`jnl`	Special issue on responsible data management and data science. VLDB J. Zi Huang, Yanyan Shen, Divesh Srivastava
2022	B	`conf`	Tab-HGNN: Learning Column Representation with Heterogeneous Graph Neural Network for Web Table Interpretation. IEEE Big Data Xingyu Su, Yanyan Shen
2022	J	`jnl`	Tensorizing GAN With High-Order Pooling for Alzheimer's Disease Assessment. IEEE Trans. Neural Networks Learn. Syst. Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang
2022	A	`conf`	Time-aware Multi-interest Capsule Network for Sequential Recommendation. SDM Zhikai Wang, Yanyan Shen
2021	—	`conf`	A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction. PRCV (2) Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang
2021	J	`jnl`	A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction. CoRR Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang
2021	J	`jnl`	A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease. CoRR Qiankun Zuo, Baiying Lei, Shuqiang Wang, Yong Liu, Bingchuan Wang, Yanyan Shen
2021	—	`conf`	Average AoI Minimization in UAV-Assisted IoT Backscatter Communication Systems with Updated Information. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI Xuhui Zhang, Weiran Luo, Yanyan Shen, Shuqiang Wang
2021	—	`conf`	BOUNCE: An Efficient Selective Enumeration Approach for Nested Named Entity Recognition. APWeb/WAIM (2) Liujun Wang, Yanyan Shen
2021	—	`conf`	Cervical Spondylotic Myelopathy Segmentation Using Shape-Aware U-net. NCAA Zhuo Chen, Shuqiang Wang, Yong Hu, Huiyu Zhou, Yanyan Shen, Xiang Li
2021	—	`conf`	Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis. PRCV (3) Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
2021	J	`jnl`	Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis. CoRR Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
2021	B	`conf`	DRL based Data Offloading for Intelligent Reflecting Surface Aided Mobile Edge Computing. WCNC Xuhui Zhang, Yanyan Shen, Bo Yang, Weilin Zang, Shuqiang Wang
2021	J	`jnl`	DecGAN: Decoupling Generative Adversarial Network detecting abnormal neural circuits for Alzheimer's disease. CoRR Junren Pan, Baiying Lei, Shuqiang Wang, Bingchuan Wang, Yong Liu, Yanyan Shen
2021	J	`jnl`	Diabetic Retinopathy Diagnosis Using Multichannel Generative Adversarial Network With Semisupervision. IEEE Trans Autom. Sci. Eng. Shuqiang Wang, Xiangyu Wang, Yong Hu, Yanyan Shen, Zhile Yang, Min Gan, Baiying Lei
2021	J	`jnl`	Dual-Embedding based Deep Latent Factor Models for Recommendation. ACM Trans. Knowl. Discov. Data Weiyu Cheng, Yanyan Shen, Linpeng Huang, Yanmin Zhu
2021	J	`jnl`	ETO: Accelerating Optimization of DNN Operators by High-Performance Tensor Program Reuse. Proc. VLDB Endow. Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen
2021	J	`jnl`	Fault Diagnosis of Nonlinear Systems Using a Hybrid-Degree Dual Cubature-based Estimation Scheme. CoRR Yanyan Shen, Khashayar Khorasani
2021	—	`conf`	Fault Diagnosis of Nonlinear Systems using a Hybrid-Degree Dual Cubature-based Estimation Scheme. CDC Yanyan Shen, Khashayar Khorasani
2021	A	`conf`	FluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly Detection. WSDM Jia Li, Shimin Di, Yanyan Shen, Lei Chen
2021	A*	`conf`	GNEM: A Generic One-to-Set Neural Entity Matching Framework. WWW Runjin Chen, Yanyan Shen, Dongxiang Zhang
2021	A*	`conf`	GraphANGEL: Adaptive aNd Structure-Aware Sampling on Graph NEuraL Networks. ICDM Jingshu Peng, Yanyan Shen, Lei Chen
2021	J	`jnl`	Introduction to the Special Issue on Data Science for Next Generation Big Data. Trans. Data Sci. Yanyan Shen, Tien Tuan Anh Dinh, H. V. Jagadish
2021	J	`jnl`	Joint 3-D Trajectory and Resource Optimization in Multi-UAV-Enabled IoT Networks With Wireless Power Transfer. IEEE Internet Things J. Weiran Luo, Yanyan Shen, Bo Yang, Shuqiang Wang, Xinping Guan
2021	A*	`conf`	LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial Data. ICDE Qiyu Liu, Yanyan Shen, Lei Chen
2021	A*	`conf`	Mcore: Multi-Agent Collaborative Learning for Knowledge-Graph-Enhanced Recommendation. ICDM Xujia Li, Yanyan Shen, Lei Chen
2021	J	`jnl`	Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN. CoRR Wen Yu, Baiying Lei, Yanyan Shen, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Michael K. Ng
2021	J	`jnl`	Multi-Level Attention Networks for Multi-Step Citywide Passenger Demands Prediction. IEEE Trans. Knowl. Data Eng. Xian Zhou, Yanyan Shen, Linpeng Huang, Tianzi Zang, Yanmin Zhu
2021	—	`conf`	Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction. PRCV (3) Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
2021	J	`jnl`	Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction. CoRR Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
2021	A*	`conf`	Palette: Towards Multi-source Model Selection and Ensemble for Reuse. ICDE Yiming Li, Yanyan Shen, Lei Chen
2021	—	`conf`	Resource Allocation and Trajectory Optimization for UAV Assisted Mobile Edge Computing Systems with Energy Harvesting. NCAA Hao Wang, Yanyan Shen, Shan Wu, Shuqiang Wang
2021	J	`jnl`	Robust energy efficient maximization in wireless powered CRNs based on power splitting. Comput. Networks Zhixin Liu, Meihua Zhou, Yanyan Shen, Yazhou Yuan, Kit Yan Chan, Yi Yang
2020	J	`jnl`	AR ACM Trans. Knowl. Discov. Data Yanan Xu, Yanyan Shen, Yanmin Zhu, Jiadi Yu
2020	A*	`conf`	Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions. AAAI Weiyu Cheng, Yanyan Shen, Linpeng Huang
2020	J	`jnl`	Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis. CoRR Shengye Hu, Baiying Lei, Yong Wang, Zhiguang Feng, Yanyan Shen, Shuqiang Wang
2020	—	`conf`	Brain MR to PET Synthesis via Bidirectional Generative Adversarial Network. MICCAI (2) Shengye Hu, Yanyan Shen, Shuqiang Wang, Baiying Lei
2020	J	`jnl`	DASFAA 20202 Special Issue Editorial. Data Sci. Eng. Yingxia Shao, Yanyan Shen, Bin Cui, Jeffrey Xu Yu
2020	—	`conf`	DDSL: Efficient Subgraph Listing on Distributed and Dynamic Graphs. DASFAA (2) Xun Jian, Yue Wang, Xiayu Lei, Yanyan Shen, Lei Chen
2020	J	`jnl`	Differentiable Neural Input Search for Recommender Systems. CoRR Weiyu Cheng, Yanyan Shen, Linpeng Huang
2020	J	`jnl`	Energy-efficient resource allocation in wireless powered CCRNs with simultaneous wireless information and power transfer. Comput. Commun. Zhixin Liu, Meihua Zhou, Yanyan Shen, Kit Yan Chan, Xinping Guan
2020	—	`conf`	Finish Them on the Fly: An Incentive Mechanism for Real-Time Spatial Crowdsourcing. DASFAA (2) Qiyu Liu, Libin Zheng, Yanyan Shen, Lei Chen
2020	A*	`conf`	FreqST: Exploiting Frequency Information in Spatiotemporal Modeling for Traffic Prediction. ICDM Xian Zhou, Yanyan Shen, Linpeng Huang
2020	J	`jnl`	GAT: A Unified GPU-Accelerated Framework for Processing Batch Trajectory Queries. IEEE Trans. Knowl. Data Eng. Kaixing Dong, Bowen Zhang, Yanyan Shen, Yanmin Zhu, Jiadi Yu
2020	J	`jnl`	Hybrid multi-mode machine learning-based fault diagnosis strategies with application to aircraft gas turbine engines. Neural Networks Yanyan Shen, Khashayar Khorasani
2020	A*	`conf`	Intent Preference Decoupling for User Representation on Online Recommender System. IJCAI Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen
2020	J	`jnl`	LibreKV: A Persistent in-Memory Key-Value Store. IEEE Trans. Emerg. Top. Comput. Hao Liu, Linpeng Huang, Yanmin Zhu, Yanyan Shen
2020	J	`jnl`	Low complexity resource allocation algorithms for chunk based OFDMA multi-user networks with max-min fairness. Comput. Commun. Yanyan Shen, Xiaoxia Huang, Bo Yang, Shuqiang Wang
2020	A*	`conf`	Multi-Context Attention for Entity Matching. WWW Dongxiang Zhang, Yuyang Nie, Sai Wu, Yanyan Shen, Kian-Lee Tan
2020	J	`jnl`	Optimizing DNN Computation Graph using Graph Substitutions. Proc. VLDB Endow. Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen
2020	J	`jnl`	Resource configuration for minimizing source energy consumption in multi-carrier networks with energy harvesting relay and data-rate guarantee. Comput. Commun. Liang Xue, Ying Liu, Yanyan Shen, Xiaoxia Huang, Kyung Sup Kwak
2020	J	`jnl`	Stable Learned Bloom Filters for Data Streams. Proc. VLDB Endow. Qiyu Liu, Libin Zheng, Yanyan Shen, Lei Chen
2020	J	`jnl`	Tensorizing GAN with High-Order Pooling for Alzheimer's Disease Assessment. CoRR Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang
2019	—	`conf`	A Frequency-Aware Spatio-Temporal Network for Traffic Flow Prediction. DASFAA (2) Shunfeng Peng, Yanyan Shen, Yanmin Zhu, Yuting Chen
2019	—	`conf`	A Multi-task Learning Framework for Automatic Early Detection of Alzheimer's. DASFAA (3) Nan Xu, Yanyan Shen, Yanmin Zhu
2019	J	`jnl`	Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions. CoRR Weiyu Cheng, Yanyan Shen, Linpeng Huang
2019	—	`conf`	Attention-Based Hierarchical Recurrent Neural Network for Phenotype Classification. PAKDD (1) Nan Xu, Yanyan Shen, Yanmin Zhu
2019	J	`jnl`	CATIRI: An Efficient Method for Content-and-Text Based Image Retrieval. J. Comput. Sci. Technol. Mengqi Zeng, Bin Yao, Zhi-Jie Wang, Yanyan Shen, Feifei Li, Jianfeng Zhang, Hao Lin, Minyi Guo
2019	J	`jnl`	DMDP: A Dynamic Multi-source Default Probability Prediction Framework. Data Sci. Eng. Yi Zhao, Yanyan Shen, Yong Huang
2019	C	`conf`	Diagnosis, Prognosis and Health Monitoring of Electro Hydraulic Servo Valves (EHSV) using Particle Filters. CoDIT Shahram Shahkar, Yanyan Shen, Khashayar Khorasani
2019	J	`jnl`	Ensemble of 3D densely connected convolutional network for diagnosis of mild cognitive impairment and Alzheimer's disease. Neurocomputing Hongfei Wang, Yanyan Shen, Shuqiang Wang, Tengfei Xiao, Liming Deng, Xiangyu Wang, Xinyan Zhao
2019	J	`jnl`	Fast Failure Recovery in Vertex-Centric Distributed Graph Processing Systems. IEEE Trans. Knowl. Data Eng. Wei Lu, Yanyan Shen, Tongtong Wang, Meihui Zhang, H. V. Jagadish, Xiaoyong Du
2019	A	`conf`	Fault Tolerance Through Redundant Execution on COTS Multicores: Exploring Trade-Offs. DSN Yanyan Shen, Gernot Heiser, Kevin Elphinstone
2019	J	`jnl`	Fine-Grained Air Quality Inference with Remote Sensing Data and Ubiquitous Urban Data. ACM Trans. Knowl. Discov. Data Yanan Xu, Yanmin Zhu, Yanyan Shen, Jiadi Yu
2019	A*	`conf`	Incorporating Interpretability into Latent Factor Models via Fast Influence Analysis. KDD Weiyu Cheng, Yanyan Shen, Linpeng Huang, Yanmin Zhu
2019	B	`conf`	LADD: A Length-Adaptive Approach to Detecting Taxi Anomalous Detours. ICPADS Xuansheng Lu, Weiyu Cheng, Yanyan Shen, Yanmin Zhu
2019	A*	`conf`	Learning Shared Vertex Representation in Heterogeneous Graphs with Convolutional Networks for Recommendation. IJCAI Yanan Xu, Yanmin Zhu, Yanyan Shen, Jiadi Yu
2019	B	`conf`	Learning to Fuse Multiple Semantic Aspects from Rich Texts for Stock Price Prediction. WISE Ning Tang, Yanyan Shen, Junjie Yao
2019	J	`jnl`	Leveraging app usage contexts for app recommendation: a neural approach. World Wide Web Yanan Xu, Yanmin Zhu, Yanyan Shen, Jiadi Yu
2019	—	`—`	Microkernel mechanisms for improving the trustworthiness of commodity hardware. Yanyan Shen
2019	A*	`conf`	Recurrent Neural Network for Text Classification with Hierarchical Multiscale Dense Connections. IJCAI Yi Zhao, Yanyan Shen, Junjie Yao
2019	A*	`conf`	Relation Extraction via Domain-aware Transfer Learning. KDD Shimin Di, Yanyan Shen, Lei Chen
2019	J	`jnl`	Revisiting Flow Information for Traffic Prediction. CoRR Xian Zhou, Yanyan Shen, Linpeng Huang
2019	J	`jnl`	Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power Consumption. IEEE Access Yanyan Shen, Bo Yang, Shuqiang Wang, Shimin Gong, Liang Xue, Xinping Guan
2019	—	`conf`	TRPN: Matrix Factorization Meets Recurrent Neural Network for Temporal Rating Prediction. APWeb/WAIM (2) Haozhe Zhu, Yanyan Shen, Xian Zhou
2018	C	`conf`	A Data Driven Approach to Predicting Rating Scores for New Restaurants. ACML Xiaochen Wang, Yanyan Shen, Yanmin Zhu
2018	A*	`conf`	A GPU-Accelerated Framework for Processing Trajectory Queries. ICDE Bowen Zhang, Yanyan Shen, Yanmin Zhu, Jiadi Yu
2018	A*	`conf`	A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations. AAAI Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
2018	—	`conf`	A Road-Aware Neural Network for Multi-step Vehicle Trajectory Prediction. DASFAA (1) Jingze Cui, Xian Zhou, Yanmin Zhu, Yanyan Shen
2018	—	`conf`	An Adaptive Eviction Framework for Anti-caching Based In-Memory Databases. DASFAA (2) Kaixin Huang, Shengan Zheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
2018	C	`conf`	Automatic Recognition of Mild Cognitive Impairment and Alzheimers Disease Using Ensemble based 3D Densely Connected Convolutional Networks. ICMLA Shuqiang Wang, Hongfei Wang, Yanyan Shen, Xiangyu Wang
2018	J	`jnl`	Big Data Integration for Product Specifications. IEEE Data Eng. Bull. Luciano Barbosa, Valter Crescenzi, Xin Luna Dong, Paolo Merialdo, Federico Piai, Disheng Qiu, Yanyan Shen, Divesh Srivastava
2018	J	`jnl`	Classification of Diffusion Tensor Metrics for the Diagnosis of a Myelopathic Cord Using Machine Learning. Int. J. Neural Syst. Shuqiang Wang, Yong Hu, Yanyan Shen, Han-Xiong Li
2018	—	`conf`	Cruising or Waiting: A Shared Recommender System for Taxi Drivers. PAKDD (2) Xiaoting Jiang, Yanyan Shen, Yanmin Zhu
2018	A*	`conf`	Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics. IJCAI Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee
2018	A*	`conf`	DELF: A Dual-Embedding based Deep Latent Factor Model for Recommendation. IJCAI Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
2018	—	`conf`	DMDP^2 D M D P 2 : A Dynamic Multi-source Based Default Probability Prediction Framework. APWeb/WAIM (1) Yi Zhao, Yong Huang, Yanyan Shen
2018	J	`jnl`	Energy-Efficient Resource Allocation for Time-Varying OFDMA Relay Systems With Hybrid Energy Supplies. IEEE Syst. J. Bo Yang, Yanyan Shen, Qiaoni Han, Cailian Chen, Xinping Guan, Weidong Zhang
2018	J	`jnl`	Explaining Latent Factor Models for Recommendation with Influence Functions. CoRR Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
2018	A*	`conf`	Forecasting Wavelet Transformed Time Series with Attentive Neural Networks. ICDM Yi Zhao, Yanyan Shen, Yanmin Zhu, Junjie Yao
2018	—	`conf`	Fusing Satellite Data and Urban Data for Business Location Selection: A Neural Approach. DASFAA (2) Yanan Xu, Yanyan Shen, Yanmin Zhu, Jiadi Yu
2018	J	`jnl`	HMFS: A hybrid in-memory file system with version consistency. J. Parallel Distributed Comput. Hao Liu, Linpeng Huang, Yanmin Zhu, Shengan Zheng, Yanyan Shen
2018	J	`jnl`	HMVFS: A Versioning File System on DRAM/NVM Hybrid Memory. J. Parallel Distributed Comput. Shengan Zheng, Hao Liu, Linpeng Huang, Yanyan Shen, Yanmin Zhu
2018	A	`conf`	Inferring Dockless Shared Bike Distribution in New Cities. WSDM Zhaoyang Liu, Yanyan Shen, Yanmin Zhu
2018	—	`conf`	Lessons Learned and Research Agenda for Big Data Integration of Product Specifications. SEBD Luciano Barbosa, Valter Crescenzi, Xin Luna Dong, Paolo Merialdo, Federico Piai, Disheng Qiu, Yanyan Shen, Divesh Srivastava
2018	B	`conf`	Mining Magnitude-Oblivious Periodical Patterns of Dockless Shared Bike Demands. ICPADS Haonan Xu, Yanmin Zhu, Yanyan Shen, Linpeng Huang
2018	A	`conf`	Modeling Conceptual Characteristics of Virtual Machines for CPU Utilization Prediction. ER Shengwei Chen, Yanyan Shen, Yanmin Zhu
2018	J	`jnl`	Modeling Conceptual Characteristics of Virtual Machines for CPU Utilization Prediction. CoRR Shengwei Chen, Yanyan Shen, Yanmin Zhu
2018	J	`jnl`	NVHT: An efficient key-value storage library for non-volatile memory. J. Parallel Distributed Comput. Kaixin Huang, Jie Zhou, Linpeng Huang, Yanyan Shen
2018	A*	`conf`	Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention. ICDM Ranzhen Li, Yanyan Shen, Yanmin Zhu
2018	A	`conf`	Predicting Multi-step Citywide Passenger Demands Using Attention-based Neural Networks. WSDM Xian Zhou, Yanyan Shen, Yanmin Zhu, Linpeng Huang
2018	A*	`conf`	Refine or Represent: Residual Networks with Explicit Channel-wise Configuration. IJCAI Yanyan Shen, Jinyang Gao
2018	J	`jnl`	SMOPAT: Mining semantic mobility patterns from trajectories of private vehicles. Inf. Sci. Chengcheng Wan, Yanmin Zhu, Jiadi Yu, Yanyan Shen
2018	J	`jnl`	STEP : A Distributed Multi-threading Framework Towards Efficient Data Analytics. CoRR Yijie Mei, Yanyan Shen, Yanmin Zhu, Linpeng Huang
2018	J	`jnl`	Skeletal Maturity Recognition Using a Fully Automated System With Convolutional Neural Networks. IEEE Access Shuqiang Wang, Yanyan Shen, Changhong Shi, Peng Yin, Zuhui Wang, Prudence Wing-Hang Cheung, Jason Pui Yin Cheung, Keith Dip-Kei Luk, Yong Hu
2018	C	`conf`	Stock Price Prediction Using Attention-based Multi-Input LSTM. ACML Hao Li, Yanyan Shen, Yanmin Zhu
2018	J	`jnl`	Top-kCritical Vertices Query on Shortest Path. IEEE Trans. Knowl. Data Eng. Jing Ma, Bin Yao, Xiaofeng Gao, Yanyan Shen, Minyi Guo
2018	A*	`conf`	Transfer Learning via Feature Isomorphism Discovery. KDD Shimin Di, Jingshu Peng, Yanyan Shen, Lei Chen
2018	A*	`conf`	Where Will Dockless Shared Bikes be Stacked?: - Parking Hotspots Detection in a New City. KDD Zhaoyang Liu, Yanyan Shen, Yanmin Zhu
2017	C	`conf`	A DAX-enabled mmap mechanism for log-structured in-memory file systems. IPCCC Zhixiang Mao, Shengan Zheng, Linpeng Huang, Yanyan Shen
2017	C	`conf`	Adaptive Prefetching for Accelerating Read and Write in NVM-Based File Systems. ICCD Shengan Zheng, Hong Mei, Linpeng Huang, Yanyan Shen, Yanmin Zhu
2017	—	`conf`	Automatic Recognition of Mild Cognitive Impairment from MRI Images Using Expedited Convolutional Neural Networks. ICANN (1) Shuqiang Wang, Yanyan Shen, Wei Chen, Tengfei Xiao, Jinxing Hu
2017	C	`conf`	Cooperative Multi-relay Assisted Multicast Beamforming in Wirelessly Powered Communications. CIT Jiachen Li, Yue Mi, Shimin Gong, Jing Xu, Xiaoxia Huang, Yanyan Shen
2017	—	`conf`	Fair Resource Allocation Algorithm for Chunk Based OFDMA Multi-User Networks. VTC Fall Yanyan Shen, Xiaoxia Huang, Bo Yang, Shimin Gong, Shuqiang Wang
2017	J	`jnl`	Subcarrier-Pairing-Based Resource Optimization for OFDM Wireless Powered Relay Transmissions With Time Switching Scheme. IEEE Trans. Signal Process. Yanyan Shen, Xiaoxia Huang, Kyung Sup Kwak, Bo Yang, Shuqiang Wang
2016	J	`jnl`	An Evaluation of Coarse-Grained Locking for Multicore Microkernels. CoRR Kevin Elphinstone, Amirreza Zarrabi, Adrian Danis, Yanyan Shen, Gernot Heiser
2016	J	`jnl`	Energy Efficient Resource Allocation for Time-Varying OFDMA Relay Systems with Hybrid Energy Supplies. CoRR Bo Yang, Yanyan Shen, Qiaoni Han, Cailian Chen, Xin-Ping Guan, Weidong Zhang
2016	C	`conf`	NVHT: an efficient key-value storage library for non-volatile memory. BDCAT Jie Zhou, Yanyan Shen, Sumin Li, Linpeng Huang
2016	B	`conf`	Robust Relay Beamforming in Device-to-Device Networks with Energy Harvesting Constraints. GLOBECOM Shimin Gong, Yanyan Shen, Xiaoxia Huang, Sissi Xiaoxiao Wu, Anthony Man-Cho So
2016	J	`jnl`	epiCG: A GraphUnit Based Graph Processing Engine on epiC. Big Data Res. Yanyan Shen, Qingchao Cai, Wei Lu, Dalie Sun, Zhongle Xie
2015	C	`conf`	Alternate convex search method for resource allocation in OFDMA AF relay networks with energy harvesting. ICCC Yanyan Shen, Xiaoxia Huang, Bo Yang, Shuqiang Wang
2015	J	`jnl`	DEXTER: Large-Scale Discovery and Extraction of Product Specifications on the Web. Proc. VLDB Endow. Disheng Qiu, Luciano Barbosa, Xin Luna Dong, Yanyan Shen, Divesh Srivastava
2015	—	`conf`	Hadoop-Based Analysis for Large-Scale Click-Through Patterns in 4G Network. WASA Shuqiang Wang, Yanyan Shen, Jinxing Hu, Zhe Xuan, Zhe Lu
2015	Misc	`conf`	Microkernel Mechanisms for Improving the Trustworthiness of Commodity Hardware. EDCC Yanyan Shen, Kevin Elphinstone
2015	J	`jnl`	Opportunistic multichannel access with decentralized channel state information. Wirel. Commun. Mob. Comput. Bo Yang, Yanyan Shen, Mikael Johansson, Cailian Chen, Xinping Guan
2015	B	`conf`	Resource Allocation for OFDMA Relay Networks with Wireless Information and Power Transfer. GLOBECOM Yanyan Shen, Kyung Sup Kwak, Bo Yang, Shuqiang Wang, Xiaoxia Huang, Xinping Guan, Ramesh R. Rao
2015	J	`jnl`	Robust Power Control for Cognitive Radio Networks with Proportional Rate Fairness. ICT Express Yanyan Shen, Kyung Sup Kwak
2015	—	`conf`	Unknown input estimation based sliding mode control for EGR-VGT diesel engine air-path. ICSC Yanyan Shen, Haoping Wang, Yang Tian, Qiankun Qu, Abdel Aitouche, Ahmed El Hajjaji
2014	—	`conf`	Discovering queries based on example tuples. SIGMOD Conference Yanyan Shen, Kaushik Chakrabarti, Surajit Chaudhuri, Bolin Ding, Lev Novik
2014	J	`jnl`	Fast Failure Recovery in Distributed Graph Processing Systems. Proc. VLDB Endow. Yanyan Shen, Gang Chen, H. V. Jagadish, Wei Lu, Beng Chin Ooi, Bogdan Marius Tudor
2014	—	`conf`	Modeling and analysis of gene regulatory networks with a Bayesian-driven approach. ISCIT Shuqiang Wang, Jinxing Hu, Yanyan Shen, Ling Yin, Yanjie Wei
2014	—	`conf`	Resource allocation based on subcarrier grouping in OFDMA cognitive radio networks. ISCIT Yanyan Shen, Kyung Sup Kwak, Shuqiang Wang
2014	J	`jnl`	Resource allocation with proportional rate fairness in orthogonal frequency division multiple access relay networks. Wirel. Commun. Mob. Comput. Yanyan Shen, Gang Feng, Bo Yang, Xinping Guan
2013	J	`jnl`	Control Synthesis for a Class of Linear Network-Based Systems With Communication Constraints. IEEE Trans. Ind. Electron. Changzhu Zhang, Gang Feng, Jianbin Qiu, Yanyan Shen
2013	A	`conf`	Increasing the trustworthiness of commodity hardware through software. DSN Kevin Elphinstone, Yanyan Shen
2012	J	`jnl`	CDAS: A Crowdsourcing Data Analytics System CoRR Xuan Liu, Meiyu Lu, Beng Chin Ooi, Yanyan Shen, Sai Wu, Meihui Zhang
2012	J	`jnl`	CDAS: A Crowdsourcing Data Analytics System. Proc. VLDB Endow. Xuan Liu, Meiyu Lu, Beng Chin Ooi, Yanyan Shen, Sai Wu, Meihui Zhang
2012	J	`jnl`	Efficient Processing of k Nearest Neighbor Joins using MapReduce CoRR Wei Lu, Yanyan Shen, Su Chen, Beng Chin Ooi
2012	J	`jnl`	Efficient Processing of k Nearest Neighbor Joins using MapReduce. Proc. VLDB Endow. Wei Lu, Yanyan Shen, Su Chen, Beng Chin Ooi
2012	J	`jnl`	Fair Resource Allocation and Admission Control in Wireless Multiuser Amplify-and-Forward Relay Networks. IEEE Trans. Veh. Technol. Yanyan Shen, Gang Feng, Bo Yang, Xinping Guan
2011	—	`conf`	Distributed fair resource allocation in wireless multi-user multi-relay networks with heterogeneous rate constraints. ISCIT Yanyan Shen, Gang Feng, Bo Yang, Xin-Ping Guan
2011	—	`conf`	Energy-aware opportunistic channel access with decentralized channel state information. CDC/ECC Bo Yang, Yanyan Shen, Xinping Guan, Wei Wang
2010	—	`conf`	Threshold-Based Multichannel Access with Energy Constraint. ICC Bo Yang, Yanyan Shen, Mikael Johansson, Xinping Guan
2009	J	`jnl`	Channel-Aware Access for Cognitive Radio Networks. IEEE Trans. Veh. Technol. Bo Yang, Gang Feng, Yanyan Shen, Chengnian Long, Xinping Guan
2009	J	`jnl`	Delay-dependent stability and H Fuzzy Sets Syst. Hongbin Zhang, Yanyan Shen, Gang Feng
2009	—	`conf`	Fair resource allocation using bargaining over OFDMA relay networks. CDC Bo Yang, Yanyan Shen, Gang Feng, Xinping Guan
2008	J	`jnl`	Distributed power control and random access for spectrum sharing with QoS constraint. Comput. Commun. Bo Yang, Yanyan Shen, Gang Feng, Chengnian Long, Zhong-Ping Jiang, Xinping Guan