| 2025 | CIDR | NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. | Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang |
| 2025 | ICML | In-Context Adaptation to Concept Drift for Learned Database Operations. | Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi |
| 2025 | KDD | Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting. | Lifan Zhao, Yanyan Shen |
| 2025 | SOSP | Rearchitecting the Thread Model of In-Memory Key-Value Stores with μTPS. | Youmin Chen, Jiwu Shu, Yanyan Shen, Linpeng Huang, Hong Mei |
| 2024 | AAAI | Self-Interpretable Graph Learning with Sufficient and Necessary Explanations. | Jiale Deng, Yanyan Shen |
| 2024 | AAAI | StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting. | Jinyong Fan, Yanyan Shen |
| 2024 | AAAI | MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. | Tong Li, Zhaoyang Liu, Yanyan Shen, Xue Wang, Haokun Chen, Sen Huang |
| 2024 | CIKM | Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample Selection. | Zhikai Wang, Yanyan Shen, Zexi Zhang, Li He, Yichun Li, Hao Gu, Yinghua Zhang |
| 2024 | DASFAA | Cost-Aware Outdated Facts Correction in the Knowledge Bases. | Hao Xin, Lei Chen, Yanyan Shen |
| 2024 | DASFAA | PKBC: A Product-Specific Knowledge base Taxonomy Framework. | Hao Xin, Lei Chen, Yanyan Shen |
| 2024 | DASFAA | StockCL: Selective Contrastive Learning for Stock Trend Forecasting via Learnable Concepts. | Zexi Zhang, Lifan Zhao, Yanyan Shen, Bin Yao |
| 2024 | ICLR | Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators. | Lifan Zhao, Yanyan Shen |
| 2024 | VTC | Intelligent Reflecting Surface Aided Mobile Edge Computing with Rate-Splitting Multiple Access. | Yinyu Wu, Xuhui Zhang, Huijun Xing, Weilin Zang, Shuqiang Wang, Yanyan Shen |
| 2023 | AAAI | Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network. | Tong Li, Jiale Deng, Yanyan Shen, Luyu Qiu, Yongxiang Huang, Caleb Chen Cao |
| 2023 | AAAI | Human-in-the-Loop Vehicle ReID. | Zepeng Li, Dongxiang Zhang, Yanyan Shen, Gang Chen |
| 2023 | DASFAA | Rainfall Spatial Interpolation with Graph Neural Networks. | Jia Li, Yanyan Shen, Lei Chen, Charles Wang Wai Ng |
| 2023 | DASFAA | TE-DyGE: Temporal Evolution-Enhanced Dynamic Graph Embedding Network. | Liping Wang, Yanyan Shen, Lei Chen |
| 2023 | DASFAA | HIT - An Effective Approach to Build a Dynamic Financial Knowledge Base. | Xinyi Zhu, Hao Xin, Yanyan Shen, Lei Chen |
| 2023 | ICDE | Incremental Learning for Multi-Interest Sequential Recommendation. | Zhikai Wang, Yanyan Shen |
| 2023 | IJCAI | Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract). | Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao |
| 2023 | IJCAI | Feature Staleness Aware Incremental Learning for CTR Prediction. | Zhikai Wang, Yanyan Shen, Zibin Zhang, Kangyi Lin |
| 2023 | KDD | Diga: Guided Diffusion Model for Graph Recovery in Anti-Money Laundering. | Xujia Li, Yuan Li, Xueying Mo, Hebing Xiao, Yanyan Shen, Lei Chen |
| 2023 | KDD | DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting. | Lifan Zhao, Shuming Kong, Yanyan Shen |
| 2023 | KDD | Narrow the Input Mismatch in Deep Graph Neural Network Distillation. | Qiqi Zhou, Yanyan Shen, Lei Chen |
| 2022 | CIKM | GCF-RD: A Graph-based Contrastive Framework for Semi-Supervised Learning on Relational Databases. | Runjin Chen, Tong Li, Yanyan Shen, Luyu Qiu, Kaidi Li, Caleb Chen Cao |
| 2022 | ICDM | Feature-Oriented Sampling for Fast and Scalable GNN Training. | Xin Zhang, Yanyan Shen, Lei Chen |
| 2022 | ICLR | Resolving Training Biases via Influence-based Data Relabeling. | Shuming Kong, Yanyan Shen, Linpeng Huang |
| 2022 | VTC | Cybertwin-Driven Multi-Intelligent Reflecting Surfaces aided Vehicular Edge Computing Leveraged by Deep Reinforcement Learning. | Xuhui Zhang, Huijun Xing, Weilin Zang, Zhenzhen Jin, Yanyan Shen |
| 2022 | SIGMOD | Camel: Managing Data for Efficient Stream Learning. | Yiming Li, Yanyan Shen, Lei Chen |
| 2022 | SIGMOD | HAP: An Efficient Hamming Space Index Based on Augmented Pigeonhole Principle. | Qiyu Liu, Yanyan Shen, Lei Chen |
| 2022 | SDM | Time-aware Multi-interest Capsule Network for Sequential Recommendation. | Zhikai Wang, Yanyan Shen |
| 2021 | APWEB | BOUNCE: An Efficient Selective Enumeration Approach for Nested Named Entity Recognition. | Liujun Wang, Yanyan Shen |
| 2021 | ICDE | Palette: Towards Multi-source Model Selection and Ensemble for Reuse. | Yiming Li, Yanyan Shen, Lei Chen |
| 2021 | ICDE | LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial Data. | Qiyu Liu, Yanyan Shen, Lei Chen |
| 2021 | ICDM | Mcore: Multi-Agent Collaborative Learning for Knowledge-Graph-Enhanced Recommendation. | Xujia Li, Yanyan Shen, Lei Chen |
| 2021 | ICDM | GraphANGEL: Adaptive aNd Structure-Aware Sampling on Graph NEuraL Networks. | Jingshu Peng, Yanyan Shen, Lei Chen |
| 2021 | WCNC | DRL based Data Offloading for Intelligent Reflecting Surface Aided Mobile Edge Computing. | Xuhui Zhang, Yanyan Shen, Bo Yang, Weilin Zang, Shuqiang Wang |
| 2021 | WWW | GNEM: A Generic One-to-Set Neural Entity Matching Framework. | Runjin Chen, Yanyan Shen, Dongxiang Zhang |
| 2021 | UIC | Average AoI Minimization in UAV-Assisted IoT Backscatter Communication Systems with Updated Information. | Xuhui Zhang, Weiran Luo, Yanyan Shen, Shuqiang Wang |
| 2021 | WSDM | FluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly Detection. | Jia Li, Shimin Di, Yanyan Shen, Lei Chen |
| 2020 | AAAI | Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions. | Weiyu Cheng, Yanyan Shen, Linpeng Huang |
| 2020 | DASFAA | DDSL: Efficient Subgraph Listing on Distributed and Dynamic Graphs. | Xun Jian, Yue Wang, Xiayu Lei, Yanyan Shen, Lei Chen |
| 2020 | DASFAA | Finish Them on the Fly: An Incentive Mechanism for Real-Time Spatial Crowdsourcing. | Qiyu Liu, Libin Zheng, Yanyan Shen, Lei Chen |
| 2020 | ICDM | FreqST: Exploiting Frequency Information in Spatiotemporal Modeling for Traffic Prediction. | Xian Zhou, Yanyan Shen, Linpeng Huang |
| 2020 | IJCAI | Intent Preference Decoupling for User Representation on Online Recommender System. | Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen |
| 2020 | MICCAI | Brain MR to PET Synthesis via Bidirectional Generative Adversarial Network. | Shengye Hu, Yanyan Shen, Shuqiang Wang, Baiying Lei |
| 2020 | WWW | Multi-Context Attention for Entity Matching. | Dongxiang Zhang, Yuyang Nie, Sai Wu, Yanyan Shen, Kian-Lee Tan |
| 2019 | APWEB | TRPN: Matrix Factorization Meets Recurrent Neural Network for Temporal Rating Prediction. | Haozhe Zhu, Yanyan Shen, Xian Zhou |
| 2019 | CoDIT | Diagnosis, Prognosis and Health Monitoring of Electro Hydraulic Servo Valves (EHSV) using Particle Filters. | Shahram Shahkar, Yanyan Shen, Khashayar Khorasani |
| 2019 | DASFAA | A Frequency-Aware Spatio-Temporal Network for Traffic Flow Prediction. | Shunfeng Peng, Yanyan Shen, Yanmin Zhu, Yuting Chen |
| 2019 | DASFAA | A Multi-task Learning Framework for Automatic Early Detection of Alzheimer's. | Nan Xu, Yanyan Shen, Yanmin Zhu |
| 2019 | DSN | Fault Tolerance Through Redundant Execution on COTS Multicores: Exploring Trade-Offs. | Yanyan Shen, Gernot Heiser, Kevin Elphinstone |
| 2019 | ICPADS | LADD: A Length-Adaptive Approach to Detecting Taxi Anomalous Detours. | Xuansheng Lu, Weiyu Cheng, Yanyan Shen, Yanmin Zhu |
| 2019 | IJCAI | Learning Shared Vertex Representation in Heterogeneous Graphs with Convolutional Networks for Recommendation. | Yanan Xu, Yanmin Zhu, Yanyan Shen, Jiadi Yu |
| 2019 | IJCAI | Recurrent Neural Network for Text Classification with Hierarchical Multiscale Dense Connections. | Yi Zhao, Yanyan Shen, Junjie Yao |
| 2019 | KDD | Incorporating Interpretability into Latent Factor Models via Fast Influence Analysis. | Weiyu Cheng, Yanyan Shen, Linpeng Huang, Yanmin Zhu |
| 2019 | KDD | Relation Extraction via Domain-aware Transfer Learning. | Shimin Di, Yanyan Shen, Lei Chen |
| 2019 | PAKDD | Attention-Based Hierarchical Recurrent Neural Network for Phenotype Classification. | Nan Xu, Yanyan Shen, Yanmin Zhu |
| 2019 | WISE | Learning to Fuse Multiple Semantic Aspects from Rich Texts for Stock Price Prediction. | Ning Tang, Yanyan Shen, Junjie Yao |
| 2018 | AAAI | A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations. | Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang |
| 2018 | ACML | Stock Price Prediction Using Attention-based Multi-Input LSTM. | Hao Li, Yanyan Shen, Yanmin Zhu |
| 2018 | ACML | A Data Driven Approach to Predicting Rating Scores for New Restaurants. | Xiaochen Wang, Yanyan Shen, Yanmin Zhu |
| 2018 | APWEB | DMDP^2 D M D P 2 : A Dynamic Multi-source Based Default Probability Prediction Framework. | Yi Zhao, Yong Huang, Yanyan Shen |
| 2018 | DASFAA | A Road-Aware Neural Network for Multi-step Vehicle Trajectory Prediction. | Jingze Cui, Xian Zhou, Yanmin Zhu, Yanyan Shen |
| 2018 | DASFAA | An Adaptive Eviction Framework for Anti-caching Based In-Memory Databases. | Kaixin Huang, Shengan Zheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang |
| 2018 | DASFAA | Fusing Satellite Data and Urban Data for Business Location Selection: A Neural Approach. | Yanan Xu, Yanyan Shen, Yanmin Zhu, Jiadi Yu |
| 2018 | ER | Modeling Conceptual Characteristics of Virtual Machines for CPU Utilization Prediction. | Shengwei Chen, Yanyan Shen, Yanmin Zhu |
| 2018 | ICDE | A GPU-Accelerated Framework for Processing Trajectory Queries. | Bowen Zhang, Yanyan Shen, Yanmin Zhu, Jiadi Yu |
| 2018 | ICDM | Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention. | Ranzhen Li, Yanyan Shen, Yanmin Zhu |
| 2018 | ICDM | Forecasting Wavelet Transformed Time Series with Attentive Neural Networks. | Yi Zhao, Yanyan Shen, Yanmin Zhu, Junjie Yao |
| 2018 | ICMLA | Automatic Recognition of Mild Cognitive Impairment and Alzheimers Disease Using Ensemble based 3D Densely Connected Convolutional Networks. | Shuqiang Wang, Hongfei Wang, Yanyan Shen, Xiangyu Wang |
| 2018 | ICPADS | Mining Magnitude-Oblivious Periodical Patterns of Dockless Shared Bike Demands. | Haonan Xu, Yanmin Zhu, Yanyan Shen, Linpeng Huang |
| 2018 | IJCAI | DELF: A Dual-Embedding based Deep Latent Factor Model for Recommendation. | Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang |
| 2018 | IJCAI | Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics. | Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee |
| 2018 | IJCAI | Refine or Represent: Residual Networks with Explicit Channel-wise Configuration. | Yanyan Shen, Jinyang Gao |
| 2018 | KDD | Transfer Learning via Feature Isomorphism Discovery. | Shimin Di, Jingshu Peng, Yanyan Shen, Lei Chen |
| 2018 | KDD | Where Will Dockless Shared Bikes be Stacked?: - Parking Hotspots Detection in a New City. | Zhaoyang Liu, Yanyan Shen, Yanmin Zhu |
| 2018 | PAKDD | Cruising or Waiting: A Shared Recommender System for Taxi Drivers. | Xiaoting Jiang, Yanyan Shen, Yanmin Zhu |
| 2018 | WSDM | Inferring Dockless Shared Bike Distribution in New Cities. | Zhaoyang Liu, Yanyan Shen, Yanmin Zhu |
| 2018 | WSDM | Predicting Multi-step Citywide Passenger Demands Using Attention-based Neural Networks. | Xian Zhou, Yanyan Shen, Yanmin Zhu, Linpeng Huang |
| 2017 | ICANN | Automatic Recognition of Mild Cognitive Impairment from MRI Images Using Expedited Convolutional Neural Networks. | Shuqiang Wang, Yanyan Shen, Wei Chen, Tengfei Xiao, Jinxing Hu |
| 2017 | ICCD | Adaptive Prefetching for Accelerating Read and Write in NVM-Based File Systems. | Shengan Zheng, Hong Mei, Linpeng Huang, Yanyan Shen, Yanmin Zhu |
| 2017 | IPCCC | A DAX-enabled mmap mechanism for log-structured in-memory file systems. | Zhixiang Mao, Shengan Zheng, Linpeng Huang, Yanyan Shen |
| 2017 | VTC | Fair Resource Allocation Algorithm for Chunk Based OFDMA Multi-User Networks. | Yanyan Shen, Xiaoxia Huang, Bo Yang, Shimin Gong, Shuqiang Wang |
| 2016 | GLOBECOM | Robust Relay Beamforming in Device-to-Device Networks with Energy Harvesting Constraints. | Shimin Gong, Yanyan Shen, Xiaoxia Huang, Sissi Xiaoxiao Wu, Anthony Man-Cho So |
| 2015 | EDCC | Microkernel Mechanisms for Improving the Trustworthiness of Commodity Hardware. | Yanyan Shen, Kevin Elphinstone |
| 2015 | GLOBECOM | Resource Allocation for OFDMA Relay Networks with Wireless Information and Power Transfer. | Yanyan Shen, Kyung Sup Kwak, Bo Yang, Shuqiang Wang, Xiaoxia Huang, Xinping Guan, Ramesh R. Rao |
| 2014 | SIGMOD | Discovering queries based on example tuples. | Yanyan Shen, Kaushik Chakrabarti, Surajit Chaudhuri, Bolin Ding, Lev Novik |
| 2013 | DSN | Increasing the trustworthiness of commodity hardware through software. | Kevin Elphinstone, Yanyan Shen |