Dingyu Yang

80 papers A* 4B 3C 2Journal 53Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data.
CoRR
Chuanyi Lv, Huan Li, Dingyu Yang, Zhongle Xie, Lu Chen, Christian S. Jensen
2026 J jnl
DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data.
Proc. VLDB Endow.
Chuanyi Lv, Huan Li, Dingyu Yang, Zhonele Xie, Lu Chen, Christian S. Jensen
2026 J jnl
Efficient and Accurate Cross-Camera Vehicle Trajectory Recovery.
IEEE Trans. Knowl. Data Eng.
Taihang Dong, Dingyu Yang, Dongping Zhang, Sai Wu, Shaojie Qiao, Dongxiang Zhang
2026 — conf
GFS: A Preemption-aware Scheduling Framework for GPU Clusters with Predictive Spot Instance Management.
ASPLOS (1)
Jiaang Duan, Shenglin Xu, Shiyou Qian, Dingyu Yang, Kangjin Wang, Chenzhi Liao, Yinghao Yu, Qin Hua, Hanwen Hu, Qi Wang, Wenchao Wu, Dongqing Bao, Tianyu Lu, Jian Cao, Guangtao Xue, Guodong Yang, Liping Zhang, Gang Chen
2026 J jnl
Hestia: Hyperthread-Level Scheduling for Cloud Microservices with Interference-Aware Attention.
CoRR
Dingyu Yang, Fanyong Kong, Jie Dai, Shiyou Qian, Shuangwei Li, Jian Cao, Guangtao Xue, Gang Chen
2026 J jnl
SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search.
CoRR
Yuchen Peng, Dingyu Yang, Zhongle Xie, Ji Sun, Lidan Shou, Ke Chen, Gang Chen
2026 J jnl
SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search.
Proc. VLDB Endow.
Yuchen Peng, Dingyu Yang, Zhongle Xie, Ji Sun, Lidan Shou, Ke Chen, Gang Chen
2026 J jnl
SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses.
CoRR
Yifan Wu, Yuhan Li, Zhenhua Wang, Zhongle Xie, Dingyu Yang, Ke Chen, Lidan Shou, Bo Tang, Liang Lin, Huan Li, Gang Chen
2025 — conf
Atys: An Efficient Profiling Framework for Identifying Hotspot Functions in Large-Scale Distributed Microservices.
ICA3PP (3)
Jiaqi Sun, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue
2025 J jnl
Atys: An Efficient Profiling Framework for Identifying Hotspot Functions in Large-scale Cloud Microservices.
CoRR
Jiaqi Sun, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue
2025 J jnl
Category-free Out-of-Distribution Node Detection with Feature Resonance.
CoRR
Shenzhi Yang, Junbo Zhao, Shouqing Yang, Yixuan Li, Dingyu Yang, Xiaofang Zhang, Haobo Wang
2025 — conf
DIJS: A Dual Interference-Aware Job Scheduling Framework for Co-located Data Centers.
ICSOC (2)
Qin Hua, Shiyou Qian, Yufeng Deng, Kaixuan Zhang, Dingyu Yang, Jian Cao, Guangtao Xue
2025 J jnl
DIPformer: a deep inverted patching transformer for battery state of health estimation on voltage relaxation.
Int. J. Data Sci. Anal.
Yaoyidi Wang, Dingyu Yang, Niansheng Chen, Lei Rao, Yingzhou Yu
2025 J jnl
EDGC: Entropy-driven Dynamic Gradient Compression for Efficient LLM Training.
CoRR
Qingao Yi, Jiaang Duan, Hanwen Hu, Qin Hua, Haiyan Zhao, Shiyou Qian, Dingyu Yang, Jian Cao, Jinghua Tang, Yinghao Yu, Chenzhi Liao, Kangjin Wang, Liping Zhang
2025 — conf
EoT: Evolution of Thoughts for Complex Reasoning Tasks.
EMNLP (Findings)
Qin Hua, Jiaqi Sun, Shiyou Qian, Dingyu Yang, Jian Cao, Guangtao Xue
2025 J jnl
GFS: A Preemption-aware Scheduling Framework for GPU Clusters with Predictive Spot Instance Management.
CoRR
Jiaang Duan, Shenglin Xu, Shiyou Qian, Dingyu Yang, Kangjin Wang, Chenzhi Liao, Yinghao Yu, Qin Hua, Hanwen Hu, Qi Wang, Wenchao Wu, Dongqing Bao, Tianyu Lu, Jian Cao, Guangtao Xue, Guodong Yang, Liping Zhang, Gang Chen
2025 J jnl
Humas: A Heterogeneity- and Upgrade-Aware Microservice Auto-Scaling Framework in Large-Scale Data Centers.
IEEE Trans. Computers
Qin Hua, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue, Minglu Li
2025 J jnl
Iterative Time Series Imputation by Maintaining Dependency Consistency.
ACM Trans. Knowl. Discov. Data
Hanwen Hu, Shiyou Qian, Dingyu Yang, Jian Cao, Guangtao Xue
2025 J jnl
LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing.
CoRR
Jiaqi Sun, Shiyou Qian, Zhangchi Han, Wei Li, Zelin Qian, Dingyu Yang, Jian Cao, Guangtao Xue
2025 B conf
MFBPNet: A Multi-Scale Fusion and Boundary Perception Network for Real-Time Semantic Segmentation in Autonomous Driving.
SMC
Jiajia Guo, Guangyu Fan, Lei Rao, Songlin Cheng, Niansheng Chen, Xiaoyong Song, Dingyu Yang
2025 J jnl
Mitigating interference of microservices with a scoring mechanism in large-scale clusters.
J. Supercomput.
Dingyu Yang, Kangpeng Zheng, Shiyou Qian, Qin Hua, Kaixuan Zhang, Jian Cao, Guangtao Xue
2025 J jnl
MorphingDB: A Task-Centric AI-Native DBMS for Model Management and Inference.
CoRR
Sai Wu, Ruichen Xia, Dingyu Yang, Rui Wang, Huihang Lai, Jiarui Guan, Jiameng Bai, Dongxiang Zhang, Xiu Tang, Zhongle Xie, Peng Lu, Gang Chen
2025 J jnl
MorphingDB: A Task-Centric AI-Native DBMS for Model Management and Inference.
Proc. ACM Manag. Data
Sai Wu, Ruichen Xia, Dingyu Yang, Rui Wang, Huihang Lai, Jiarui Guan, Jiameng Bai, Dongxiang Zhang, Xiu Tang, Zhongle Xie, Peng Lu, Gang Chen
2025 J jnl
Not All Exceptions Are Created Equal: Triaging Error Logs in Real-World Enterprises.
ACM Trans. Softw. Eng. Methodol.
Junlin Liu, Mengyu Yao, Shaofei Li, Dingyu Yang, Zheshun Wu, Xiaojun Qu, Ziqi Zhang, Ding Li, Yao Guo, Xiangqun Chen
2025 A* conf
POLO: An LLM-Powered Project-Level Code Performance Optimization Framework.
IJCAI
Jiameng Bai, Ruoyi Xu, Sai Wu, Dingyu Yang, Junbo Zhao, Gang Chen
2025 J jnl
Pattern-oriented Attention Mechanism for Multivariate Time Series Forecasting.
ACM Trans. Knowl. Discov. Data
Hanwen Hu, Zhangchi Han, Shiyou Qian, Dingyu Yang, Jian Cao, Guangtao Xue
2025 — conf
PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms.
SIGMETRICS (Abstracts)
Jiaang Duan, Shiyou Qian, Hanwen Hu, Dingyu Yang, Jian Cao, Guangtao Xue
2025 J jnl
PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms.
Proc. ACM Meas. Anal. Comput. Syst.
Jiaang Duan, Shiyou Qian, Hanwen Hu, Dingyu Yang, Jian Cao, Guangtao Xue
2025 J jnl
PromAssistant: Leveraging Large Language Models for Text-to-PromQL.
CoRR
Chenxi Zhang, Bicheng Zhang, Dingyu Yang, Xin Peng, Miao Chen, Senyu Xie, Gang Chen, Wei Bi, Wei Li
2025 J jnl
Query-Aware Path Inference from Spatial Videos.
Proc. ACM Manag. Data
Taihang Dong, Dingyu Yang, Ping Chen, Dongxiang Zhang
2025 J jnl
Retrospecting Available CPU Resources: SMT-Aware Scheduling to Prevent SLA Violations in Data Centers.
IEEE Trans. Parallel Distributed Syst.
Haoyu Liao, Tong-Yu Liu, Jianmei Guo, Bo Huang, Dingyu Yang, Jonathan Ding
2025 J jnl
SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses.
Proc. VLDB Endow.
Yifan Wu, Yuhan Li, Zhenhua Wang, Zhongle Xie, Dingyu Yang, Ke Chen, Lidan Shou, Bo Tang, Liang Lin, Huan Li, Gang Chen
2025 J jnl
Security optimization and beamforming design for active RIS-assisted UAV relaying NOMA networks.
Comput. Commun.
Ruoyu Zhang, Songlin Cheng, Niansheng Chen, Guangyu Fan, Lei Rao, Xiaoyong Song, Dingyu Yang
2024 — conf
A Student Emotions Recognition Based Online Texts with Large Language Models for Learning Prediction.
BIBM
Guangyu Fan, Shikun Zhang, Songlin Cheng, Dingyu Yang
2024 — conf
An Emotion Recognition with Online Learning Data Using Deep Learning Approaches.
BIBM
Guangyu Fan, Jiajia Guo, Songlin Cheng, Dingyu Yang
2024 A* conf
DeployFix: Dynamic Repair of Software Deployment Failures via Constraint Solving.
ASE
Haoyu Liao, Jianmei Guo, Bo Huang, Yujie Han, Dingyu Yang, Kai Shi, Jonathan Ding, Guoyao Xu, Guodong Yang, Liping Zhang
2024 J jnl
Humas: A Heterogeneity- and Upgrade-aware Microservice Auto-scaling Framework in Large-scale Data Centers.
CoRR
Qin Hua, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue, Minglu Li
2024 J jnl
MOPAR: A Model Partitioning Framework for Deep Learning Inference Services on Serverless Platforms.
CoRR
Jiaang Duan, Shiyou Qian, Dingyu Yang, Hanwen Hu, Jian Cao, Guangtao Xue
2024 J jnl
Mitigating Interference of Microservices with a Scoring Mechanism in Large-scale Clusters.
CoRR
Dingyu Yang, Kangpeng Zheng, Shiyou Qian, Jian Cao, Guangtao Xue
2024 J jnl
NAVS: A Neural Attention-Based Visual SLAM for Autonomous Navigation in Unknown 3D Environments.
Neural Process. Lett.
Yu Wu, Niansheng Chen, Guangyu Fan, Dingyu Yang, Lei Rao, Songlin Cheng, Xiaoyong Song, Yiping Ma
2024 B conf
PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center.
ICPP
Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen
2024 J jnl
Performance analysis of UAV-assisted DF relaying network with hardware impairments and energy harvesting.
Wirel. Networks
Jielin Chen, Niansheng Chen, Songlin Cheng, Guangyu Fan, Lei Rao, Xiaoyong Song, Wenjing Lv, Dingyu Yang
2024 J jnl
Positive and Negative Obstacles Detection Based on Dual-LiDAR in Field Environments.
IEEE Robotics Autom. Lett.
Zijun Liu, Guangyu Fan, Lei Rao, Songlin Cheng, Niansheng Chen, Xiaoyong Song, Dingyu Yang
2024 C conf
SemGO: Goal-Oriented Semantic Policy Based on MHSA for Object Goal Navigation.
CSCWD
Yu Wu, Niansheng Chen, Lei Rao, Guangyu Fan, Dingyu Yang, Songlin Cheng, Xiaoyong Song, Yiping Ma
2023 C conf
ASKCC-DCNN-CTC: A Multi-Core Two Dimensional Causal Convolution Fusion Network with Attention Mechanism for End-to-End Speech Recognition.
CSCWD
Rongchuang Lv, Niansheng Chen, Songlin Cheng, Guangyu Fan, Lei Rao, Xiaoyong Song, Dingyu Yang
2023 B conf
An End-to-End Robotic Visual Localization Algorithm Based on Deep Learning.
IJCNN
Hongcheng Wang, Niansheng Chen, Guangyu Fan, Dingyu Yang, Lei Rao, Songlin Cheng
2023 J jnl
Bi-GAE: A Bidirectional Generative Auto-Encoder.
J. Comput. Sci. Technol.
Qin Hua, Hanwen Hu, Shiyou Qian, Dingyu Yang, Jian Cao
2023 A* conf
Dynamic Graph Neural Networks-Based Alert Link Prediction for Online Service Systems.
ASE
Yiru Chen, Chenxi Zhang, Zhen Dong, Dingyu Yang, Xin Peng, Jiayu Ou, Hong Yang, Zheshun Wu, Xiaojun Qu, Wei Li
2023 A* conf
KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices.
WWW
Qin Hua, Dingyu Yang, Shiyou Qian, Hanwen Hu, Jian Cao, Guangtao Xue
2023 — conf
KS-Autoformer: An Autoformer-Based SOC Prediction Framework for Electric Vehicles.
MobiQuitous (1)
Yaoyidi Wang, Niansheng Chen, Lei Rao, Dingyu Yang, Guangyu Fan, Songlin Cheng, Xiaoyong Song
2023 J jnl
SQUID: subtrajectory query in trillion-scale GPS database.
VLDB J.
Dongxiang Zhang, Zhihao Chang, Dingyu Yang, Dongsheng Li, Kian-Lee Tan, Ke Chen, Gang Chen
2022 J jnl
Qore-DL: A QoS-aware joint optimization framework for distributed deep learning training.
J. Syst. Archit.
Qin Hua, Shiyou Qian, Dingyu Yang, Jianmei Guo, Jian Cao, Guangtao Xue, Minglu Li
2022 J jnl
RealTE: Real-time Trajectory Estimation Over Large-Scale Road Networks.
J. Web Eng.
Qibin Zhou, Qinggang Su, Dingyu Yang
2021 — conf
Autonomous Navigation System for Indoor Mobile Robots Based on a Multi-sensor Fusion Technology.
ChineseCSCW (1)
Hongcheng Wang, Niansheng Chen, Dingyu Yang, Guangyu Fan
2021 J jnl
Nine Markers to Predict Nonalcoholic Fatty Liver Disease for a Chinese Diabetic Population.
J. Medical Imaging Health Informatics
Jiandun Li, Dingyu Yang, Ting Chen, Tao Li, Peng Jiang, Xichuan Zheng, Fusong Jiang
2021 J jnl
Online cloud resource prediction via scalable window waveform sampling on classified workloads.
Future Gener. Comput. Syst.
Xiaogang Wang, Jian Cao, Dingyu Yang, Zhen Qin, Rajkumar Buyya
2020 — conf
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks.
SIGMOD Conference
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang
2020 J jnl
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks.
CoRR
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang
2020 J jnl
Identifying ground truth in opinion spam: an empirical survey based on review psychology.
Appl. Intell.
Jiandun Li, Xiaogang Wang, Liu Yang, Pengpeng Zhang, Dingyu Yang
2019 — conf
A Solution for High Availability Memory Access.
ICA3PP (1)
Chunjing Gan, Bin Wang, Zhi-Jie Wang, Huazhong Liu, Dingyu Yang, Jian Yin, Shiyou Qian, Song Guo
2019 — conf
An improved scan matching algorithm in SLAM.
ICSAI
Hongkai Zhang, Niansheng Chen, Guangyu Fan, Dingyu Yang
2019 J jnl
SMTIBEA: a hybrid multi-objective optimization algorithm for configuring large constrained software product lines.
Softw. Syst. Model.
Jianmei Guo, Jia Hui Liang, Kai Shi, Dingyu Yang, Jingsong Zhang, Krzysztof Czarnecki, Vijay Ganesh, Huiqun Yu
2019 J jnl
Visualize classic play's composing patterns: a weighted motif mining framework.
Multim. Tools Appl.
Jiandun Li, Dingyu Yang, Pin Lv
2018 J jnl
Data-efficient performance learning for configurable systems.
Empir. Softw. Eng.
Jianmei Guo, Dingyu Yang, Norbert Siegmund, Sven Apel, Atrisha Sarkar, Pavel Valov, Krzysztof Czarnecki, Andrzej Wasowski, Huiqun Yu
2018 J jnl
FastPM: An approach to pattern matching via distributed stream processing.
Inf. Sci.
Dingyu Yang, Jianmei Guo, Zhi-Jie Wang, Yuan Wang, Jingsong Zhang, Liang Hu, Jian Yin, Jian Cao
2018 J jnl
HSCS: a hybrid shared cache scheduling scheme for multiprogrammed workloads.
Frontiers Comput. Sci.
Jingyu Zhang, Chentao Wu, Dingyu Yang, Yuanyi Chen, Xiaodong Meng, Liting Xu, Minyi Guo
2018 J jnl
Power consumption analysis of video streaming in 4G LTE networks.
Wirel. Networks
Jingyu Zhang, Zhi-Jie Wang, Song Guo, Dingyu Yang, Gan Fang, Chunyi Peng, Minyi Guo
2018 J jnl
Trajectory Simplification: An Experimental Study and Quality Analysis.
Proc. VLDB Endow.
Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen
2017 J jnl
Distributed shortest path query processing on dynamic road networks.
VLDB J.
Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao, Heng Tao Shen
2017 — conf
Mine weighted network motifs via Bayes' theorem.
ICSAI
Jiandun Li, Dingyu Yang, Chunlei Ji
2017 — conf
Resource quality prediction based on machine learning algorithms.
ICSAI
Yu Wang, Dingyu Yang, Yunfan Shi, Yizhen Wang, Wanli Chen
2016 — conf
Hite: Histogram-based traffic estimation on real-time trajectory.
ICSAI
Dingyu Yang, Fu Wang, Chunlei Ji
2016 J jnl
Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains.
ACM Trans. Inf. Syst.
Liang Hu, Longbing Cao, Jian Cao, Zhiping Gu, Guandong Xu, Dingyu Yang
2015 J jnl
CCSpan: Mining closed contiguous sequential patterns.
Knowl. Based Syst.
Jingsong Zhang, Yinglin Wang, Dingyu Yang
2015 J jnl
Progressive online aggregation in a distributed stream system.
J. Syst. Softw.
Dingyu Yang, Jian Cao, Sai Wu, Jie Wang
2014 — conf
Automatic Learning Common Definitional Patterns from Multi-domain Wikipedia Pages.
ICDM Workshops
Jingsong Zhang, Yinglin Wang, Dingyu Yang
2014 J jnl
CANDS: Continuous Optimal Navigation via Distributed Stream Processing.
Proc. VLDB Endow.
Dingyu Yang, Dongxiang Zhang, Kian-Lee Tan, Jian Cao, Frédéric Le Mouël
2013 J jnl
A pattern fusion model for multi-step-ahead CPU load prediction.
J. Syst. Softw.
Dingyu Yang, Jian Cao, Jiwen Fu, Jie Wang, Jianmei Guo
2012 — conf
A Multi-step-ahead CPU Load Prediction Approach in Distributed System.
CGC
Dingyu Yang, Jian Cao, Cheng Yu, Jing Xiao
2012 — conf
A Scalable Data Warehouse Model Based on Complex Semantic Event Processing in Distributed Systems.
ICDE Workshops
Dingyu Yang, Jian Cao