Peng Wang

90 papers A* 13B 5C 3Misc 1Journal 37Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Lightweight Sparse Interaction Network for Time Series Forecasting.
CoRR
Xu Zhang, Qitong Wang, Peng Wang, Wei Wang
2026 J jnl
Online state recognition of streaming time series based on subsequence similarity.
Inf. Sci.
Jie Zhang, Peng Wang, Wei Wang
2025 A* conf
A Lightweight Sparse Interaction Network for Time Series Forecasting.
AAAI
Xu Zhang, Qitong Wang, Peng Wang, Wei Wang
2025 J jnl
Alert Summarization for Online Service Systems by Validating Propagation Paths of Faults.
Proc. ACM Softw. Eng.
Jia Chen, Yuang He, Peng Wang, Xiaolei Chen, Jie Shi, Wei Wang
2025 A* conf
Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL.
EMNLP
Jie Shi, Xi Cao, Bo Xu, Jiaqing Liang, Yanghua Xiao, Jia Chen, Peng Wang, Wei Wang
2025 B conf
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema.
COLING
Jie Shi, Bo Xu, Jiaqing Liang, Yanghua Xiao, Jia Chen, Chenhao Xie, Peng Wang, Wei Wang
2025 — conf
Global Feature Enhancing and Fusion Framework for Strain Gauge Status Recognition.
WWW (Companion Volume)
Xu Zhang, Peng Wang, Chen Wang, Zhe Xu, Xiaohua Nie, Wei Wang
2025 — conf
Log Parsing with LLMs Featuring Self-reflection and Continuous Refining.
DASFAA (6)
Xiaolei Chen, Jia Chen, Jie Shi, Peng Wang, Wei Wang
2025 — conf
Multi-period Learning for Financial Time Series Forecasting.
KDD (1)
Xu Zhang, Zhengang Huang, Yunzhi Wu, Xun Lu, Erpeng Qi, Yunkai Chen, Zhongya Xue, Qitong Wang, Peng Wang, Wei Wang
2025 J jnl
Multi-period Learning for Financial Time Series Forecasting.
CoRR
Xu Zhang, Zhengang Huang, Yunzhi Wu, Xun Lu, Erpeng Qi, Yunkai Chen, Zhongya Xue, Qitong Wang, Peng Wang, Wei Wang
2025 B conf
VOCE: A Virtual On-Call Engineer for Automated Alert Incident Analysis Using a Large Language Model.
FASE
Jia Chen, Xiaolei Chen, Jie Shi, Peng Wang, Wei Wang
2024 J jnl
Akane: Perplexity-Guided Time Series Data Cleaning.
Proc. ACM Manag. Data
Xiaoyu Han, Haoran Xiong, Zhenying He, Peng Wang, Chen Wang, X. Sean Wang
2024 J jnl
CIVET: Exploring Compact Index for Variable-Length Subsequence Matching on Time Series.
Proc. VLDB Endow.
Haoran Xiong, Hang Zhang, Zeyu Wang, Zhenying He, Peng Wang, X. Sean Wang
2024 J jnl
Dimensionality-Reduction Techniques for Approximate Nearest Neighbor Search: A Survey and Evaluation.
IEEE Data Eng. Bull.
Zeyu Wang, Haoran Xiong, Qitong Wang, Zhenying He, Peng Wang, Themis Palpanas, Wei Wang
2024 J jnl
Distance Comparison Operators for Approximate Nearest Neighbor Search: Exploration and Benchmark.
CoRR
Zeyu Wang, Haoran Xiong, Zhenying He, Peng Wang, Wei Wang
2024 J jnl
DumpyOS: A Data-Adaptive Multi-ary Index for Scalable Data Series Similarity Search.
CoRR
Zeyu Wang, Qitong Wang, Peng Wang, Themis Palpanas, Wei Wang
2024 J jnl
DumpyOS: A data-adaptive multi-ary index for scalable data series similarity search.
VLDB J.
Zeyu Wang, Qitong Wang, Peng Wang, Themis Palpanas, Wei Wang
2024 A* conf
Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion.
ACM Multimedia
Xu Zhang, Zhipeng Xie, Haiyang Yu, Qitong Wang, Peng Wang, Wei Wang
2024 J jnl
Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion.
CoRR
Xu Zhang, Zhipeng Xie, Haiyang Yu, Qitong Wang, Peng Wang, Wei Wang
2024 — conf
High-precision Online Log Parsing with Large Language Models.
ICSE Companion
Xiaolei Chen, Jie Shi, Jia Chen, Peng Wang, Wei Wang
2024 Misc conf
Self-Adaptive Scale Handling for Forecasting Time Series with Scale Heterogeneity.
ICASSP
Xu Zhang, Zhengang Huang, Yunzhi Wu, Xun Lu, Erpeng Qi, Yunkai Chen, Zhongya Xue, Peng Wang, Wei Wang
2024 J jnl
Static and Streaming Discovery of Maximal Linear Representation Between Time Series.
IEEE Trans. Knowl. Data Eng.
Zeyu Wang, Zhenying He, Peng Wang, Yang Wang, Wei Wang
2024 J jnl
Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes.
CoRR
Zeyu Wang, Qitong Wang, Xiaoxing Cheng, Peng Wang, Themis Palpanas, Wei Wang
2024 J jnl
Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes.
Proc. VLDB Endow.
Zeyu Wang, Qitong Wang, Xiaoxing Cheng, Peng Wang, Themis Palpanas, Wei Wang
2023 J jnl
AS-Parser: Log Parsing Based on Adaptive Segmentation.
Proc. ACM Manag. Data
Xiaolei Chen, Peng Wang, Jia Chen, Wei Wang
2023 J jnl
Dumpy: A Compact and Adaptive Index for Large Data Series Collections.
CoRR
Zeyu Wang, Qitong Wang, Peng Wang, Themis Palpanas, Wei Wang
2023 J jnl
Dumpy: A Compact and Adaptive Index for Large Data Series Collections.
Proc. ACM Manag. Data
Zeyu Wang, Qitong Wang, Peng Wang, Themis Palpanas, Wei Wang
2023 J jnl
Graph- and Tree-based Indexes for High-dimensional Vector Similarity Search: Analyses, Comparisons, and Future Directions.
IEEE Data Eng. Bull.
Zeyu Wang, Peng Wang, Themis Palpanas, Wei Wang
2023 J jnl
Heterogeneous Feature Based Time Series Classification With Attention Mechanism.
IEEE Access
Hanbo Zhang, Peng Wang, Shen Liang, Tongming Zhou, Wei Wang
2023 J jnl
Shapelet Based Two-Step Time Series Positive and Unlabeled Learning.
J. Comput. Sci. Technol.
Hanbo Zhang, Peng Wang, Mingming Zhang, Wei Wang
2023 A* conf
Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications.
KDD
Hanbo Zhang, Jiangxin Li, Shen Liang, Peng Wang, Themis Palpanas, Chen Wang, Wei Wang, Haoxuan Zhou, Jianwei Song, Wen Lu
2022 — conf
An Interpretable Time Series Classification Approach Based on Feature Clustering.
DASFAA (2)
Fan Qiao, Peng Wang, Wei Wang, Binjie Wang
2022 A* conf
Constructing Compact Time Series Index for Efficient Window Query Processing.
ICDE
Jing Zhao, Peng Wang, Bo Tang, Lu Liu, Chen Wang, Wei Wang, Jianmin Wang
2022 — conf
Efficient Consensus Motif Discovery of All Lengths in Multiple Time Series.
DASFAA (2)
Mingming Zhang, Peng Wang, Wei Wang
2022 J jnl
ML-Parser: An Efficient and Accurate Online Log Parser.
J. Comput. Sci. Technol.
Yu-Qian Zhu, Jia-Ying Deng, Jiachen Pu, Peng Wang, Shen Liang, Wei Wang
2022 J jnl
NLC: Search Correlated Window Pairs on Long Time Series.
Proc. VLDB Endow.
Shuye Pan, Peng Wang, Chen Wang, Wei Wang, Jianmin Wang
2022 A* conf
Online Summarizing Alerts through Semantic and Behavior Information.
ICSE
Jia Chen, Peng Wang, Wei Wang
2022 J jnl
PLQ: An Efficient Approach to Processing Pattern-Based Log Queries.
J. Comput. Sci. Technol.
Jia Chen, Peng Wang, Fan Qiao, Shi-Qing Du, Wei Wang
2021 J jnl
ELIS++: a shapelet learning approach for accurate and efficient time series classification.
World Wide Web
Hanbo Zhang, Peng Wang, Zicheng Fang, Zeyu Wang, Wei Wang
2021 J jnl
EPLA-DSTree: Extending Piecewise Linear Approximation on a Dynamic Segmentation Tree Index in Sensor-Cloud Systems.
IEEE Access
Bin Xie, Qiuhong Li, Yang Wang, Peng Wang
2021 A* conf
GRAB: Finding Time Series Natural Structures via A Novel Graph-based Scheme.
ICDE
Yi Lu, Peng Wang, Bo Tang, Shen Liang, Chen Wang, Wei Wang, Jianmin Wang
2020 — conf
A Two-level Attention-based Sequence-to-Sequence Model for Accurate Inter-patient Arrhythmia Detection.
BIBM
Kun Jiang, Shen Liang, Lingxiao Meng, Yanchun Zhang, Peng Wang, Wei Wang
2020 J jnl
Apache IoTDB: Time-series database for Internet of Things.
Proc. VLDB Endow.
Chen Wang, Xiangdong Huang, Jialin Qiao, Tian Jiang, Lei Rui, Jinrui Zhang, Rong Kang, Julian Feinauer, Kevin Mcgrail, Peng Wang, Diaohan Luo, Jun Yuan, Jianmin Wang, Jiaguang Sun
2020 J jnl
L-Match: A Lightweight and Effective Subsequence Matching Approach.
IEEE Access
Kefeng Feng, Peng Wang, Jiaye Wu, Wei Wang
2020 J jnl
Log Pattern Mining for Distributed System Maintenance.
Complex.
Jia Chen, Peng Wang, Shiqing Du, Wei Wang
2019 — conf
An Empirical Study on the Comprehensive Influence Evaluation of Government Affair Weibo and WeChat Official Account Using Analytic Hierarchy Process and Principal Component Analysis.
CYBCONF
Xu Zhang, Peng Wang, Li Zhang, Junran Dong
2019 J jnl
Fast correlation coefficient estimation algorithm for HBase-based massive time series data.
Frontiers Comput. Sci.
Wen Liu, Tuqian Zhang, Yanming Shen, Peng Wang
2019 A* conf
KV-Match: A Subsequence Matching Approach Supporting Normalization and Time Warping.
ICDE
Jiaye Wu, Peng Wang, Ningting Pan, Chen Wang, Wei Wang, Jianmin Wang
2019 — conf
MVS-match: An Efficient Subsequence Matching Approach Based on the Series Synopsis.
DASFAA (3)
Kefeng Feng, Jiaye Wu, Peng Wang, Ningting Pan, Wei Wang
2019 J jnl
Similarity join on time series by utilizing a dynamic segmentation index.
Knowl. Inf. Syst.
Jinhua Wang, Qiuhong Li, Zhongsheng Li, Peng Wang, Yang Wang, Wei Wang, Ningting Pan, Mingmin Chi
2018 — conf
A General Depth-First-Search based Algorithm for Frequent Episode Discovery.
ICNC-FSKD
Huisheng Zhu, Lin Chen, Jinhai Li, Aiping Zhou, Peng Wang, Wei Wang
2018 — conf
A Real-Time Sensor Network Aggregation Computing System.
CSCloud/EdgeCom
Yumin Zhou, Peng Wang, Wei Wang
2018 A* conf
Efficient Learning Interpretable Shapelets for Accurate Time Series Classification.
ICDE
Zicheng Fang, Peng Wang, Wei Wang
2018 A* conf
Finding Maximal Significant Linear Representation between Long Time Series.
ICDM
Jiaye Wu, Yang Wang, Peng Wang, Jian Pei, Wei Wang
2018 — conf
HDUMP: A Data Recovery Tool for Hadoop.
DASFAA (2)
Zhongsheng Li, Qiuhong Li, Wei Wang, Qitong Wang, FengBin Qi, Yimin Liu, Peng Wang
2018 — conf
MTSC: An Effective Multiple Time Series Compressing Approach.
DEXA (1)
Ningting Pan, Peng Wang, Jiaye Wu, Wei Wang
2018 J jnl
Matching Consecutive Subpatterns Over Streaming Time Series.
CoRR
Rong Kang, Chen Wang, Peng Wang, Yuting Ding, Jianmin Wang
2018 — conf
Matching Consecutive Subpatterns over Streaming Time Series.
APWeb/WAIM (2)
Rong Kang, Chen Wang, Peng Wang, Yuting Ding, Jianmin Wang
2017 — conf
A Distributed Multi-level Composite Index for KNN Processing on Long Time Series.
DASFAA (1)
Xiaqing Wang, Zicheng Fang, Peng Wang, Ruiyuan Zhu, Wei Wang
2017 — conf
Burst-Based Event Classification on Weakly Labeled Time Series Data of Sensors.
BigData Congress
Hanbo Zhang, Yawen Wang, Peng Wang, Wei Wang
2017 — conf
Clustering Time Series Utilizing a Dimension Hierarchical Decomposition Approach.
DASFAA (1)
Qiuhong Li, Peng Wang, Yang Wang, Wei Wang, Yimin Liu, Jiaye Wu, Danyang Dou
2017 J jnl
Fine-Grained Pattern Matching Over Streaming Time Series.
CoRR
Rong Kang, Chen Wang, Peng Wang, Yuting Ding, Jianmin Wang
2017 J jnl
KV-match: An Efficient Subsequence Matching Approach for Large Scale Time Series.
CoRR
Jiaye Wu, Peng Wang, Chen Wang, Wei Wang, Jianmin Wang
2016 J jnl
An Efficient Approach of Processing Multiple Continuous Queries.
J. Comput. Sci. Technol.
Wen Liu, Yanming Shen, Peng Wang
2016 J jnl
An efficient MapReduce algorithm for similarity join in metric spaces.
J. Supercomput.
Wen Liu, Yanming Shen, Peng Wang
2014 — conf
A Probabilistic Approach to Detect Local Dependencies in Streams.
DEXA (2)
Qiyang Duan, Mingxi Wu, Peng Wang, Wei Wang, Yu Cao
2014 — conf
An Efficient K-means Clustering Algorithm on MapReduce.
DASFAA (1)
Qiuhong Li, Peng Wang, Wei Wang, Hao Hu, Zhongsheng Li, Junxian Li
2014 — conf
Topical Presentation of Search Results on Database.
DASFAA (2)
Hao Hu, Mingxi Zhang, Zhenying He, Peng Wang, Wei Wang, Chengfei Liu
2013 J jnl
A Data-adaptive and Dynamic Segmentation Index for Whole Matching on Time Series.
Proc. VLDB Endow.
Yang Wang, Peng Wang, Jian Pei, Wei Wang, Sheng Huang
2013 — conf
Combination of In-Memory Graph Computation with MapReduce: A Subgraph-Centric Method of PageRank.
WAIM
Qiuhong Li, Wei Wang, Peng Wang, Ke Dai, Zhihui Wang, Yang Wang, Weiwei Sun
2013 — conf
Diversifying Query Suggestions by Using Topics from Wikipedia.
Web Intelligence
Hao Hu, Mingxi Zhang, Zhenying He, Peng Wang, Wei Wang
2013 — conf
Exploring Computation Locality of Graph Mining Algorithms on MapReduce.
Web Intelligence
Qiuhong Li, Ke Dai, Wei Wang, Peng Wang, Rongming He, Mingxiu Dong
2012 C conf
Adaptive soft frequency reuse scheme for inbuilding dense femtocell networks.
ICCC
Jiming Chen, Peng Wang, Jie Zhang
2012 — conf
Backhaul Constraint-Based Cooperative Interference Management for In-Building Dense Femtocell Networks.
VTC Fall
Jiming Chen, Jimin Liu, Peng Wang, Jie Zhang
2012 — conf
Clustering-Based k-Anonymity.
PAKDD (1)
Xianmang He, Huahui Chen, Yefang Chen, Yihong Dong, Peng Wang, Zhenhua Huang
2012 B conf
Discovering Frequent Closed Episodes from an event sequence.
IJCNN
Huisheng Zhu, Peng Wang, Wei Wang, Baile Shi
2012 — conf
Incentive Mechanism for Uplink Interference Avoidance in Two-Tier Macro-Femto Networks.
VTC Spring
Zhu Xiao, Peng Wang, Xu Zhang, Shyam Mahato, Lei Chen, Jie Zhang
2012 B conf
Radio Resource Allocation in Buildings with Dense Femtocell Deployment.
ICCCN
Jimin Liu, Joyce Y. Wu, Jiming Chen, Peng Wang, Jie Zhang
2011 — conf
Approximate Query on Historical Stream Data.
DEXA (2)
Qiyang Duan, Peng Wang, Mingxi Wu, Wei Wang, Sheng Huang
2011 — conf
Finding semantics in time series.
SIGMOD Conference
Peng Wang, Haixun Wang, Wei Wang
2011 — conf
LI-MR: A Local Iteration Map/Reduce Model and Its Application to Mine Community Structure in Large-Scale Networks.
ICDM Workshops
Qiuhong Li, Zhihui Wang, Wei Wang, Yimin Liu, Peng Wang, Tao Yu
2011 — conf
Stream Prediction Using Representative Episode Rules.
ICDM Workshops
Huisheng Zhu, Peng Wang, Wei Wang, Baile Shi
2010 — conf
An algorithmic approach to event summarization.
SIGMOD Conference
Peng Wang, Haixun Wang, Majin Liu, Wei Wang
2010 A* conf
Efficient Episode Mining with Minimal and Non-overlapping Occurrences.
ICDM
Huisheng Zhu, Peng Wang, Xianmang He, Yujia Li, Wei Wang, Baile Shi
2008 B conf
Data-Aware Clustering Hierarchy for Wireless Sensor Networks.
PAKDD
Xiaochen Wu, Peng Wang, Wei Wang, Baile Shi
2007 J jnl
A Low-Granularity Classifier for Data Streams with Concept Drifts and Biased Class Distribution.
IEEE Trans. Knowl. Data Eng.
Peng Wang, Haixun Wang, Xiaochen Wu, Wei Wang, Baile Shi
2006 A* conf
LOCI: Load Shedding through Class-Preserving Data Acquisition.
ICDM
Peng Wang, Haixun Wang, Wei Wang, Baile Shi, Philip S. Yu
2005 C conf
Efficient Algorithms for Mining Maximal Frequent Concatenate Sequences in Biological Datasets.
CIT
Jin Pan, Peng Wang, Wei Wang, Baile Shi, Genxing Yang
2005 A* conf
On Reducing Classifier Granularity in Mining Concept-Drifting Data Streams.
ICDM
Peng Wang, Haixun Wang, Xiaochen Wu, Wei Wang, Baile Shi
2004 C conf
ANNE: An Efficient Framework on View Selection Problem.
APWeb
Yong Yan, Peng Wang, Chen Wang, Haofeng Zhou, Wei Wang, Baile Shi