A Multi-step-ahead CPU Load Prediction Approach in Distributed System. - Dingyu Yang; Jian Cao 001; Cheng Yu; Jing Xiao (CGC, 2012)

A Scalable Data Warehouse Model Based on Complex Semantic Event Processing in Distributed Systems. - Dingyu Yang; Jian Cao 001 (ICDE Workshops, 2012)

A pattern fusion model for multi-step-ahead CPU load prediction. - Dingyu Yang; Jian Cao 001; Jiwen Fu; Jie Wang 006; Jianmei Guo (J. Syst. Softw., 2013)

Automatic Learning Common Definitional Patterns from Multi-domain Wikipedia Pages. - Jingsong Zhang; Yinglin Wang; Dingyu Yang (ICDM Workshops, 2014)

CANDS: Continuous Optimal Navigation via Distributed Stream Processing. - Dingyu Yang; Dongxiang Zhang; Kian-Lee Tan; Jian Cao 001; Frédéric Le Mouël (Proc. VLDB Endow., 2014)

Progressive online aggregation in a distributed stream system. - Dingyu Yang; Jian Cao 001; Sai Wu; Jie Wang 006 (J. Syst. Softw., 2015)

CCSpan: Mining closed contiguous sequential patterns. - Jingsong Zhang; Yinglin Wang; Dingyu Yang (Knowl. Based Syst., 2015)

Hite: Histogram-based traffic estimation on real-time trajectory. - Dingyu Yang; Fu Wang; Chunlei Ji (ICSAI, 2016)

Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains. - Liang Hu 004; Longbing Cao; Jian Cao 001; Zhiping Gu; Guandong Xu; Dingyu Yang (ACM Trans. Inf. Syst., 2016)

Mine weighted network motifs via Bayes' theorem. - Jiandun Li; Dingyu Yang; Chunlei Ji (ICSAI, 2017)

Resource quality prediction based on machine learning algorithms. - Yu Wang; Dingyu Yang; Yunfan Shi; Yizhen Wang; Wanli Chen (ICSAI, 2017)

Distributed shortest path query processing on dynamic road networks. - Dongxiang Zhang; Dingyu Yang; Yuan Wang 003; Kian-Lee Tan; Jian Cao 001; Heng Tao Shen (VLDB J., 2017)

Data-efficient performance learning for configurable systems. - Jianmei Guo; Dingyu Yang; Norbert Siegmund; Sven Apel; Atrisha Sarkar; Pavel Valov; Krzysztof Czarnecki 001; Andrzej Wasowski; Huiqun Yu (Empir. Softw. Eng., 2018)

HSCS: a hybrid shared cache scheduling scheme for multiprogrammed workloads. - Jingyu Zhang; Chentao Wu; Dingyu Yang; Yuanyi Chen; Xiaodong Meng; Liting Xu; Minyi Guo (Frontiers Comput. Sci., 2018)

FastPM: An approach to pattern matching via distributed stream processing. - Dingyu Yang; Jianmei Guo; Zhi-Jie Wang 009; Yuan Wang 003; Jingsong Zhang; Liang Hu 004; Jian Yin 001; Jian Cao 001 (Inf. Sci., 2018)

Trajectory Simplification: An Experimental Study and Quality Analysis. - Dongxiang Zhang; Mengting Ding; Dingyu Yang; Yi Liu; Ju Fan; Heng Tao Shen (Proc. VLDB Endow., 2018)

Power consumption analysis of video streaming in 4G LTE networks. - Jingyu Zhang; Zhi-Jie Wang 009; Song Guo 001; Dingyu Yang; Gan Fang; Chunyi Peng 001; Minyi Guo (Wirel. Networks, 2018)

A Solution for High Availability Memory Access. - Chunjing Gan; Bin Wang 015; Zhi-Jie Wang 009; Huazhong Liu; Dingyu Yang; Jian Yin 001; Shiyou Qian; Song Guo 001 (ICA3PP (1), 2019)

An improved scan matching algorithm in SLAM. - Hongkai Zhang; Niansheng Chen; Guangyu Fan; Dingyu Yang (ICSAI, 2019)

Visualize classic play's composing patterns: a weighted motif mining framework. - Jiandun Li; Dingyu Yang; Pin Lv (Multim. Tools Appl., 2019)

SMTIBEA: a hybrid multi-objective optimization algorithm for configuring large constrained software product lines. - Jianmei Guo; Jia Hui Liang; Kai Shi 006; Dingyu Yang; Jingsong Zhang; Krzysztof Czarnecki 001; Vijay Ganesh 001; Huiqun Yu (Softw. Syst. Model., 2019)

Distributed Processing of k Shortest Path Queries over Dynamic Road Networks. - Ziqiang Yu; Xiaohui Yu 001; Nick Koudas; Yang Liu 008; Yifan Li 006; Yueting Chen; Dingyu Yang (SIGMOD Conference, 2020)

Identifying ground truth in opinion spam: an empirical survey based on review psychology. - Jiandun Li; Xiaogang Wang; Liu Yang; Pengpeng Zhang; Dingyu Yang (Appl. Intell., 2020)

Autonomous Navigation System for Indoor Mobile Robots Based on a Multi-sensor Fusion Technology. - Hongcheng Wang; Niansheng Chen; Dingyu Yang; Guangyu Fan (ChineseCSCW (1), 2021)

Online cloud resource prediction via scalable window waveform sampling on classified workloads. - Xiaogang Wang; Jian Cao 001; Dingyu Yang; Zhen Qin; Rajkumar Buyya (Future Gener. Comput. Syst., 2021)

Nine Markers to Predict Nonalcoholic Fatty Liver Disease for a Chinese Diabetic Population. - Jiandun Li; Dingyu Yang; Ting Chen; Tao Li; Peng Jiang; Xichuan Zheng; Fusong Jiang (J. Medical Imaging Health Informatics, 2021)

Qore-DL: A QoS-aware joint optimization framework for distributed deep learning training. - Qin Hua; Shiyou Qian; Dingyu Yang; Jianmei Guo; Jian Cao 001; Guangtao Xue; Minglu Li 001 (J. Syst. Archit., 2022)

RealTE: Real-time Trajectory Estimation Over Large-Scale Road Networks. - Qibin Zhou; Qingang Su; Dingyu Yang (J. Web Eng., 2022)

ASKCC-DCNN-CTC: A Multi-Core Two Dimensional Causal Convolution Fusion Network with Attention Mechanism for End-to-End Speech Recognition. - Rongchuang Lv; Niansheng Chen; Songlin Cheng; Guangyu Fan; Lei Rao; Xiaoyong Song; Dingyu Yang (CSCWD, 2023)

An End-to-End Robotic Visual Localization Algorithm Based on Deep Learning. - Hongcheng Wang; Niansheng Chen; Guangyu Fan; Dingyu Yang; Lei Rao; Songlin Cheng (IJCNN, 2023)

Dynamic Graph Neural Networks-Based Alert Link Prediction for Online Service Systems. - Yiru Chen; Chenxi Zhang 003; Zhen Dong; Dingyu Yang; Xin Peng 001; Jiayu Ou; Hong Yang; Zheshun Wu; Xiaojun Qu; Wei Li (ASE, 2023)

KS-Autoformer: An Autoformer-Based SOC Prediction Framework for Electric Vehicles. - Yaoyidi Wang; Niansheng Chen; Lei Rao; Dingyu Yang; Guangyu Fan; Songlin Cheng; Xiaoyong Song (MobiQuitous (1), 2023)

KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices. - Qin Hua; Dingyu Yang; Shiyou Qian; Hanwen Hu; Jian Cao 001; Guangtao Xue (WWW, 2023)

Bi-GAE: A Bidirectional Generative Auto-Encoder. - Qin Hua; Hanwen Hu; Shiyou Qian; Dingyu Yang; Jian Cao 001 (J. Comput. Sci. Technol., 2023)

SQUID: subtrajectory query in trillion-scale GPS database. - Dongxiang Zhang; Zhihao Chang; Dingyu Yang; Dongsheng Li 001; Kian-Lee Tan; Ke Chen 005; Gang Chen 001 (VLDB J., 2023)

An Emotion Recognition with Online Learning Data Using Deep Learning Approaches. - Guangyu Fan; Jiajia Guo; Songlin Cheng; Dingyu Yang (BIBM, 2024)

A Student Emotions Recognition Based Online Texts with Large Language Models for Learning Prediction. - Guangyu Fan; Shikun Zhang; Songlin Cheng; Dingyu Yang (BIBM, 2024)

SemGO: Goal-Oriented Semantic Policy Based on MHSA for Object Goal Navigation. - Yu Wu; Niansheng Chen; Lei Rao; Guangyu Fan; Dingyu Yang; Songlin Cheng; Xiaoyong Song; Yiping Ma 008 (CSCWD, 2024)

PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. - Dingyu Yang; Ziyang Xiao; Dongxiang Zhang; Shuhao Zhang 001; Jian Cao 001; Gang Chen 001 (ICPP, 2024)

DeployFix: Dynamic Repair of Software Deployment Failures via Constraint Solving. - Haoyu Liao; Jianmei Guo; Bo Huang 002; Yujie Han; Dingyu Yang; Kai Shi 006; Jonathan Ding; Guoyao Xu; Guodong Yang; Liping Zhang (ASE, 2024)

MOPAR: A Model Partitioning Framework for Deep Learning Inference Services on Serverless Platforms. - Jiaang Duan; Shiyou Qian; Dingyu Yang; Hanwen Hu; Jian Cao 001; Guangtao Xue (CoRR, 2024)

Mitigating Interference of Microservices with a Scoring Mechanism in Large-scale Clusters. - Dingyu Yang; Kangpeng Zheng; Shiyou Qian; Jian Cao 001; Guangtao Xue (CoRR, 2024)

NAVS: A Neural Attention-Based Visual SLAM for Autonomous Navigation in Unknown 3D Environments. - Yu Wu; Niansheng Chen; Guangyu Fan; Dingyu Yang; Lei Rao; Songlin Cheng; Xiaoyong Song; Yiping Ma 008 (Neural Process. Lett., 2024)

Performance analysis of UAV-assisted DF relaying network with hardware impairments and energy harvesting. - Jielin Chen; Niansheng Chen; Songlin Cheng; Guangyu Fan; Lei Rao; Xiaoyong Song; Wenjing Lv; Dingyu Yang (Wirel. Networks, 2024)

Positive and Negative Obstacles Detection Based on Dual-LiDAR in Field Environments. - Zijun Liu; Guangyu Fan; Lei Rao; Songlin Cheng; Niansheng Chen; Xiaoyong Song; Dingyu Yang (IEEE Robotics Autom. Lett., 2024)

Security optimization and beamforming design for active RIS-assisted UAV relaying NOMA networks. - Ruoyu Zhang; Songlin Cheng; Niansheng Chen; Guangyu Fan; Lei Rao; Xiaoyong Song; Dingyu Yang (Comput. Commun., 2025)

PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms. - Jiaang Duan; Shiyou Qian; Hanwen Hu; Dingyu Yang; Jian Cao 001; Guangtao Xue (Proc. ACM Meas. Anal. Comput. Syst., 2025)

Mitigating interference of microservices with a scoring mechanism in large-scale clusters. - Dingyu Yang; Kangpeng Zheng; Shiyou Qian; Qin Hua; Kaixuan Zhang; Jian Cao 001; Guangtao Xue (J. Supercomput., 2025)

Iterative Time Series Imputation by Maintaining Dependency Consistency. - Hanwen Hu; Shiyou Qian; Dingyu Yang; Jian Cao 001; Guangtao Xue (ACM Trans. Knowl. Discov. Data, 2025)

Retrospecting Available CPU Resources: SMT-Aware Scheduling to Prevent SLA Violations in Data Centers. - Haoyu Liao; Tong-Yu Liu; Jianmei Guo; Bo Huang 002; Dingyu Yang; Jonathan Ding (IEEE Trans. Parallel Distributed Syst., 2025)

Category-free Out-of-Distribution Node Detection with Feature Resonance. - Shenzhi Yang; Junbo Zhao 002; Shouqing Yang; Yixuan Li 001; Dingyu Yang; Xiaofang Zhang; Haobo Wang 001 (CoRR, 2025)

Pattern-oriented Attention Mechanism for Multivariate Time Series Forecasting. - Hanwen Hu; Zhangchi Han; Shiyou Qian; Dingyu Yang; Jian Cao 001; Guangtao Xue (ACM Trans. Knowl. Discov. Data, 2025)

PromAssistant: Leveraging Large Language Models for Text-to-PromQL. - Chenxi Zhang 003; Bicheng Zhang; Dingyu Yang; Xin Peng 001; Miao Chen; Senyu Xie; Gang Chen; Wei Bi; Wei Li (CoRR, 2025)

Humas: A Heterogeneity- and Upgrade-Aware Microservice Auto-Scaling Framework in Large-Scale Data Centers. - Qin Hua; Dingyu Yang; Shiyou Qian; Jian Cao 001; Guangtao Xue; Minglu Li 001 (IEEE Trans. Computers, 2025)

LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing. - Jiaqi Sun; Shiyou Qian; Zhangchi Han; Wei Li; Zelin Qian; Dingyu Yang; Jian Cao 001; Guangtao Xue (CoRR, 2025)

Atys: An Efficient Profiling Framework for Identifying Hotspot Functions in Large-scale Cloud Microservices. - Jiaqi Sun; Dingyu Yang; Shiyou Qian; Jian Cao 001; Guangtao Xue (CoRR, 2025)