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2020 – today

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2025
[j25]
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Dingyu Yang, Kangpeng Zheng, Shiyou Qian, Qin Hua, Kaixuan Zhang, Jian Cao, Guangtao Xue:
Mitigating interference of microservices with a scoring mechanism in large-scale clusters. J. Supercomput. 81(1): 104 (2025)
[j24]
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Haoyu Liao, Tong-Yu Liu, Jianmei Guo, Bo Huang, Dingyu Yang, Jonathan Ding:
Retrospecting Available CPU Resources: SMT-Aware Scheduling to Prevent SLA Violations in Data Centers. IEEE Trans. Parallel Distributed Syst. 36(1): 67-83 (2025)
2024
[j23]
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Yu Wu, Niansheng Chen, Guangyu Fan, Dingyu Yang, Lei Rao, Songlin Cheng, Xiaoyong Song, Yiping Ma:
NAVS: A Neural Attention-Based Visual SLAM for Autonomous Navigation in Unknown 3D Environments. Neural Process. Lett. 56(2): 61 (2024)
[j22]
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Zijun Liu, Guangyu Fan, Lei Rao, Songlin Cheng, Niansheng Chen, Xiaoyong Song, Dingyu Yang:
Positive and Negative Obstacles Detection Based on Dual-LiDAR in Field Environments. IEEE Robotics Autom. Lett. 9(8): 6768-6775 (2024)
[j21]
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Jielin Chen, Niansheng Chen, Songlin Cheng, Guangyu Fan, Lei Rao, Xiaoyong Song, Wenjing Lv, Dingyu Yang:
Performance analysis of UAV-assisted DF relaying network with hardware impairments and energy harvesting. Wirel. Networks 30(5): 3061-3073 (2024)
[c16]
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  - conf/cscwd/WuCRFYCS024
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Yu Wu, Niansheng Chen, Lei Rao, Guangyu Fan, Dingyu Yang, Songlin Cheng, Xiaoyong Song, Yiping Ma:
SemGO: Goal-Oriented Semantic Policy Based on MHSA for Object Goal Navigation. CSCWD 2024: 2931-2936
[c15]
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Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen:
PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. ICPP 2024: 722-731
[i4]
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  - journals/corr/abs-2404-02445
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Jiaang Duan, Shiyou Qian, Dingyu Yang, Hanwen Hu, Jian Cao, Guangtao Xue:
MOPAR: A Model Partitioning Framework for Deep Learning Inference Services on Serverless Platforms. CoRR abs/2404.02445 (2024)
[i3]
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  - journals/corr/abs-2406-15769
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Qin Hua, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue, Minglu Li:
Humas: A Heterogeneity- and Upgrade-aware Microservice Auto-scaling Framework in Large-scale Data Centers. CoRR abs/2406.15769 (2024)
[i2]
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  - journals/corr/abs-2407-12248
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Dingyu Yang, Kangpeng Zheng, Shiyou Qian, Jian Cao, Guangtao Xue:
Mitigating Interference of Microservices with a Scoring Mechanism in Large-scale Clusters. CoRR abs/2407.12248 (2024)
2023
[j20]
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Qin Hua, Hanwen Hu, Shiyou Qian, Dingyu Yang, Jian Cao:
Bi-GAE: A Bidirectional Generative Auto-Encoder. J. Comput. Sci. Technol. 38(3): 626-643 (2023)
[j19]
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Dongxiang Zhang, Zhihao Chang, Dingyu Yang, Dongsheng Li, Kian-Lee Tan, Ke Chen, Gang Chen:
SQUID: subtrajectory query in trillion-scale GPS database. VLDB J. 32(4): 887-904 (2023)
[c14]
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Rongchuang Lv, Niansheng Chen, Songlin Cheng, Guangyu Fan, Lei Rao, Xiaoyong Song, Dingyu Yang:
ASKCC-DCNN-CTC: A Multi-Core Two Dimensional Causal Convolution Fusion Network with Attention Mechanism for End-to-End Speech Recognition. CSCWD 2023: 1490-1495
[c13]
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  - conf/ijcnn/WangCFYRC23
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Hongcheng Wang, Niansheng Chen, Guangyu Fan, Dingyu Yang, Lei Rao, Songlin Cheng:
An End-to-End Robotic Visual Localization Algorithm Based on Deep Learning. IJCNN 2023: 1-7
[c12]
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  - conf/kbse/ChenZDYPOYWQL23
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Yiru Chen, Chenxi Zhang, Zhen Dong, Dingyu Yang, Xin Peng, Jiayu Ou, Hong Yang, Zheshun Wu, Xiaojun Qu, Wei Li:
Dynamic Graph Neural Networks-Based Alert Link Prediction for Online Service Systems. ASE 2023: 79-90
[c11]
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Qin Hua, Dingyu Yang, Shiyou Qian, Hanwen Hu, Jian Cao, Guangtao Xue:
KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices. WWW 2023: 1551-1561
2022
[j18]
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  - journals/jsa/HuaQYGCXL22
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Qin Hua, Shiyou Qian, Dingyu Yang, Jianmei Guo, Jian Cao, Guangtao Xue, Minglu Li:
Qore-DL: A QoS-aware joint optimization framework for distributed deep learning training. J. Syst. Archit. 130: 102640 (2022)
[j17]
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Qibin Zhou, Qingang Su, Dingyu Yang:
RealTE: Real-time Trajectory Estimation Over Large-Scale Road Networks. J. Web Eng. 21(2) (2022)
2021
[j16]
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  - journals/fgcs/WangCYQB21
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Xiaogang Wang, Jian Cao, Dingyu Yang, Zhen Qin, Rajkumar Buyya:
Online cloud resource prediction via scalable window waveform sampling on classified workloads. Future Gener. Comput. Syst. 117: 338-358 (2021)
[j15]
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  - journals/jmihi/LiYCLJZJ21
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Jiandun Li, Dingyu Yang, Ting Chen, Tao Li, Peng Jiang, Xichuan Zheng, Fusong Jiang:
Nine Markers to Predict Nonalcoholic Fatty Liver Disease for a Chinese Diabetic Population. J. Medical Imaging Health Informatics 11(3): 730-735 (2021)
[c10]
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  - conf/ccscw/WangCYF21
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Hongcheng Wang, Niansheng Chen, Dingyu Yang, Guangyu Fan:
Autonomous Navigation System for Indoor Mobile Robots Based on a Multi-sensor Fusion Technology. ChineseCSCW (1) 2021: 502-517
2020
[j14]
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  - journals/apin/LiWYZY20
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Jiandun Li, Xiaogang Wang, Liu Yang, Pengpeng Zhang, Dingyu Yang:
Identifying ground truth in opinion spam: an empirical survey based on review psychology. Appl. Intell. 50(11): 3554-3569 (2020)
[c9]
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  - conf/sigmod/Yu0KLLCY20
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Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang:
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks. SIGMOD Conference 2020: 665-679
[i1]
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  - journals/corr/abs-2004-02580
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Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang:
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks. CoRR abs/2004.02580 (2020)

2010 – 2019

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2019
[j13]
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Jiandun Li, Dingyu Yang, Pin Lv:
Visualize classic play's composing patterns: a weighted motif mining framework. Multim. Tools Appl. 78(5): 5989-6012 (2019)
[j12]
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Jianmei Guo, Jia Hui Liang, Kai Shi, Dingyu Yang, Jingsong Zhang, Krzysztof Czarnecki, Vijay Ganesh, Huiqun Yu:
SMTIBEA: a hybrid multi-objective optimization algorithm for configuring large constrained software product lines. Softw. Syst. Model. 18(2): 1447-1466 (2019)
[c8]
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  - conf/ica3pp/GanWWLYYQ019
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Chunjing Gan, Bin Wang, Zhi-Jie Wang, Huazhong Liu, Dingyu Yang, Jian Yin, Shiyou Qian, Song Guo:
A Solution for High Availability Memory Access. ICA3PP (1) 2019: 122-137
[c7]
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Hongkai Zhang, Niansheng Chen, Guangyu Fan, Dingyu Yang:
An improved scan matching algorithm in SLAM. ICSAI 2019: 160-164
2018
[j11]
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  - journals/ese/GuoYSASVCWY18
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Jianmei Guo, Dingyu Yang, Norbert Siegmund, Sven Apel, Atrisha Sarkar, Pavel Valov, Krzysztof Czarnecki, Andrzej Wasowski, Huiqun Yu:
Data-efficient performance learning for configurable systems. Empir. Softw. Eng. 23(3): 1826-1867 (2018)
[j10]
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Jingyu Zhang, Chentao Wu, Dingyu Yang, Yuanyi Chen, Xiaodong Meng, Liting Xu, Minyi Guo:
HSCS: a hybrid shared cache scheduling scheme for multiprogrammed workloads. Frontiers Comput. Sci. 12(6): 1090-1104 (2018)
[j9]
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Dingyu Yang, Jianmei Guo, Zhi-Jie Wang, Yuan Wang, Jingsong Zhang, Liang Hu, Jian Yin, Jian Cao:
FastPM: An approach to pattern matching via distributed stream processing. Inf. Sci. 453: 263-280 (2018)
[j8]
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  - journals/pvldb/ZhangDYLFS18
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Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen:
Trajectory Simplification: An Experimental Study and Quality Analysis. Proc. VLDB Endow. 11(9): 934-946 (2018)
[j7]
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Jingyu Zhang, Zhi-Jie Wang, Song Guo, Dingyu Yang, Gan Fang, Chunyi Peng, Minyi Guo:
Power consumption analysis of video streaming in 4G LTE networks. Wirel. Networks 24(8): 3083-3098 (2018)
2017
[j6]
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Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao, Heng Tao Shen:
Distributed shortest path query processing on dynamic road networks. VLDB J. 26(3): 399-419 (2017)
[c6]
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  - conf/icsai/LiYJ17
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Jiandun Li, Dingyu Yang, Chunlei Ji:
Mine weighted network motifs via Bayes' theorem. ICSAI 2017: 448-452
[c5]
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  - conf/icsai/WangYSWC17
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Yu Wang, Dingyu Yang, Yunfan Shi, Yizhen Wang, Wanli Chen:
Resource quality prediction based on machine learning algorithms. ICSAI 2017: 1541-1545
2016
[j5]
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  - journals/tois/HuCCGXY16
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Liang Hu, Longbing Cao, Jian Cao, Zhiping Gu, Guandong Xu, Dingyu Yang:
Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains. ACM Trans. Inf. Syst. 35(2): 13:1-13:37 (2016)
[c4]
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Dingyu Yang, Fu Wang, Chunlei Ji:
Hite: Histogram-based traffic estimation on real-time trajectory. ICSAI 2016: 444-449
2015
[j4]
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Dingyu Yang, Jian Cao, Sai Wu, Jie Wang:
Progressive online aggregation in a distributed stream system. J. Syst. Softw. 102: 146-157 (2015)
[j3]
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Jingsong Zhang, Yinglin Wang, Dingyu Yang:
CCSpan: Mining closed contiguous sequential patterns. Knowl. Based Syst. 89: 1-13 (2015)
2014
[j2]
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  - journals/pvldb/YangZTCM14
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Dingyu Yang, Dongxiang Zhang, Kian-Lee Tan, Jian Cao, Frédéric Le Mouël:
CANDS: Continuous Optimal Navigation via Distributed Stream Processing. Proc. VLDB Endow. 8(2): 137-148 (2014)
[c3]
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  - conf/icdm/ZhangWY14
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Jingsong Zhang, Yinglin Wang, Dingyu Yang:
Automatic Learning Common Definitional Patterns from Multi-domain Wikipedia Pages. ICDM Workshops 2014: 251-258
2013
[j1]
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  - journals/jss/YangCFWG13
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Dingyu Yang, Jian Cao, Jiwen Fu, Jie Wang, Jianmei Guo:
A pattern fusion model for multi-step-ahead CPU load prediction. J. Syst. Softw. 86(5): 1257-1266 (2013)
2012
[c2]
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  - conf/cgc/YangCYX12
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Dingyu Yang, Jian Cao, Cheng Yu, Jing Xiao:
A Multi-step-ahead CPU Load Prediction Approach in Distributed System. CGC 2012: 206-213
[c1]
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  - conf/icde/YangC12
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Dingyu Yang, Jian Cao:
A Scalable Data Warehouse Model Based on Complex Semantic Event Processing in Distributed Systems. ICDE Workshops 2012: 94-97

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