Chen Wang

61 papers A* 12A 2B 1Journal 43Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models.
CoRR
Yunzhong Qiu, Zhiyao Cen, Zhongyi Pei, Chen Wang, Jianmin Wang
2026 J jnl
BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization.
CoRR
Zhongyi Pei, Zhiyao Cen, Yipeng Huang, Chen Wang, Lin Liu, Philip S. Yu, Mingsheng Long
2026 A* conf
Benchmarking LLMs for Political Science: A United Nations Perspective.
AAAI
Yueqing Liang, Liangwei Yang, Chen Wang, Congying Xia, Rui Meng, Xiongxiao Xu, Haoran Wang, Ali Payani, Kai Shu
2026 J jnl
Regression Models Meet Foundation Models: A Hybrid-AI Approach to Practical Electricity Price Forecasting.
CoRR
Yunzhong Qiu, Binzhu Li, Hao Wei, Shenglin Weng, Chen Wang, Zhongyi Pei, Mingsheng Long, Jianmin Wang
2026 J jnl
Toward Lightweight Dynamic Convolutional Neural Network Modeling for Soft Sensors.
IEEE Trans. Cybern.
Qiang Liu, Zhiqiang Zhan, Jingjing Wang, Chen Wang, S. Joe Qin
2025 J jnl
Apache IoTDB: A Time Series Database for Large Scale IoT Applications.
ACM Trans. Database Syst.
Chen Wang, Jialin Qiao, Xiangdong Huang, Shaoxu Song, Haonan Hou, Tian Jiang, Lei Rui, Jianmin Wang, Jiaguang Sun
2025 J jnl
Benchmarking LLMs for Political Science: A United Nations Perspective.
CoRR
Yueqing Liang, Liangwei Yang, Chen Wang, Congying Xia, Rui Meng, Xiongxiao Xu, Haoran Wang, Ali Payani, Kai Shu
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 J jnl
Largest Triangle Sampling for Visualizing Time Series in Database.
Proc. ACM Manag. Data
Lei Rui, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Zhao Cao
2025 B conf
Taxonomy-Guided Zero-Shot Recommendations with LLMs.
COLING
Yueqing Liang, Liangwei Yang, Chen Wang, Xiongxiao Xu, Philip S. Yu, Kai Shu
2025 J jnl
Training Large Recommendation Models via Graph-Language Token Alignment.
CoRR
Mingdai Yang, Zhiwei Liu, Liangwei Yang, Xiaolong Liu, Chen Wang, Hao Peng, Philip S. Yu
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
Apache TsFile: An IoT-native Time Series File Format.
Proc. VLDB Endow.
Xin Zhao, Jialin Qiao, Xiangdong Huang, Chen Wang, Shaoxu Song, Jianmin Wang
2024 A* conf
BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization.
KDD
Zhongyi Pei, Zhiyao Cen, Yipeng Huang, Chen Wang, Lin Liu, Philip S. Yu, Mingsheng Long, Jianmin Wang
2024 J jnl
Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction.
CoRR
Chen Wang, Fangxin Wang, Ruocheng Guo, Yueqing Liang, Kay Liu, Philip S. Yu
2024 J jnl
Determining Exact Quantiles with Randomized Summaries.
Proc. ACM Manag. Data
Ziling Chen, Haoquan Guan, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
2024 J jnl
Distance-based Outlier Query Optimization in Apache IoTDB.
Proc. VLDB Endow.
Yunxiang Su, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
2024 J jnl
On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB.
Proc. VLDB Endow.
Chenguang Fang, Zijie Chen, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
2024 A* conf
On Tuning Raft for IoT Workload in Apache IoTDB.
ICDE
Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang
2024 A* conf
REGER: Reordering Time Series Data for Regression Encoding.
ICDE
Jinzhao Xiao, Wendi He, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
2024 J jnl
Self-Tuning Transfer Dynamic Convolution Autoencoder for Quality Prediction of Multimode Processes With Shifts.
IEEE Trans. Ind. Informatics
Chao Yang, Qiang Liu, Chen Wang, Jinliang Ding, Yiu-ming Cheung
2024 J jnl
Taxonomy-Guided Zero-Shot Recommendations with LLMs.
CoRR
Yueqing Liang, Liangwei Yang, Chen Wang, Xiongxiao Xu, Philip S. Yu, Kai Shu
2024 J jnl
Time Series Representation for Visualization in Apache IoTDB.
Proc. ACM Manag. Data
Lei Rui, Xiangdong Huang, Shaoxu Song, Yuyuan Kang, Chen Wang, Jianmin Wang
2024 J jnl
Variable Correlation Analysis-Based Convolutional Neural Network for Far Topological Feature Extraction and Industrial Predictive Modeling.
IEEE Trans. Instrum. Meas.
Xiaofeng Yuan, Yichen Wang, Chen Wang, Lingjian Ye, Kai Wang, Yalin Wang, Chunhua Yang, Weihua Gui, Feifan Shen
2023 J jnl
Apache IoTDB: A Time Series Database for IoT Applications.
Proc. ACM Manag. Data
Chen Wang, Jialin Qiao, Xiangdong Huang, Shaoxu Song, Haonan Hou, Tian Jiang, Lei Rui, Jianmin Wang, Jiaguang Sun
2023 A* conf
Backward-Sort for Time Series in Apache IoTDB.
ICDE
Xiaojian Zhang, Hongyin Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
2023 J jnl
Grouping Time Series for Efficient Columnar Storage.
Proc. ACM Manag. Data
Chenguang Fang, Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang
2023 J jnl
Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation.
CoRR
Yuwei Cao, Liangwei Yang, Chen Wang, Zhiwei Liu, Hao Peng, Chenyu You, Philip S. Yu
2023 A* conf
Non-Blocking Raft for High Throughput IoT Data.
ICDE
Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun
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
2023 J jnl
TsQuality: Measuring Time Series Data Quality in Apache IoTDB.
Proc. VLDB Endow.
Yuanhui Qiu, Chenguang Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
2022 J jnl
Cloud-Edge Collaborative Method for Industrial Process Monitoring Based on Error-Triggered Dictionary Learning.
IEEE Trans. Ind. Informatics
Keke Huang, Zui Tao, Chen Wang, Tianxu Guo, Chunhua Yang, Weihua Gui
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 J jnl
CrowdIM: Crowd-Inspired Intelligent Manufacturing Space Design.
IEEE Internet Things J.
Bin Guo, Jiaqi Liu, Sicong Liu, Jiayao Wang, Mengyuan Li, Chen Wang, Zhiwen Yu
2022 J jnl
Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network.
CoRR
Liangwei Yang, Zhiwei Liu, Yu Wang, Chen Wang, Ziwei Fan, Philip S. Yu
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 — conf
Requirements Engineering for Machine Learning: A Review and Reflection.
RE Workshops
Zhongyi Pei, Lin Liu, Chen Wang, Jianmin Wang
2022 J jnl
Requirements Engineering for Machine Learning: A Review and Reflection.
CoRR
Zhongyi Pei, Lin Liu, Chen Wang, Jianmin Wang
2022 A* conf
Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree.
ICDE
Yuyuan Kang, Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin Wang, Julian Feinauer
2022 J jnl
Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer.
CoRR
Ziwei Fan, Zhiwei Liu, Chen Wang, Peijie Huang, Hao Peng, Philip S. Yu
2022 J jnl
VAE4RSS: A VAE-based neural network approach for robust soft sensor with application to zinc roasting process.
Eng. Appl. Artif. Intell.
Chen Wang, Yonggang Li, Keke Huang, Chunhua Yang, Weihua Gui
2021 J jnl
A Projective and Discriminative Dictionary Learning for High-Dimensional Process Monitoring With Industrial Applications.
IEEE Trans. Ind. Informatics
Keke Huang, Yiming Wu, Chen Wang, Yongfang Xie, Chunhua Yang, Weihua Gui
2021 J jnl
Deep Fraud Detection on Non-attributed Graph.
CoRR
Chen Wang, Yingtong Dou, Min Chen, Jia Chen, Zhiwei Liu, Philip S. Yu
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
2021 J jnl
Pre-training Graph Neural Network for Cross Domain Recommendation.
CoRR
Chen Wang, Yueqing Liang, Zhiwei Liu, Tao Zhang, Philip S. Yu
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 A* conf
Swapping Repair for Misplaced Attribute Values.
ICDE
Yu Sun, Shaoxu Song, Chen Wang, Jianmin Wang
2020 J jnl
Time Series Data Cleaning: A Survey.
IEEE Access
Xi Wang, Chen Wang
2020 J jnl
Time Series Data Cleaning: A Survey.
CoRR
Xi Wang, Chen 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 J jnl
WaveletFCNN: A Deep Time Series Classification Model for Wind Turbine Blade Icing Detection.
CoRR
Binhang Yuan, Chen Wang, Fei Jiang, Mingsheng Long, Philip S. Yu, Yuan Liu
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 J jnl
Exploiting Stable Data Dependency in Stream Processing Acceleration on FPGAs.
ACM Trans. Embed. Comput. Syst.
Yuliang Sun, Lanjun Wang, Chen Wang, Yu Wang
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 A conf
PISA: An Index for Aggregating Big Time Series Data.
CIKM
Xiangdong Huang, Jianmin Wang, Raymond K. Wong, Jinrui Zhang, Chen Wang
2015 A conf
Foreseer: Workload-Aware Data Storage for MapReduce.
ICDCS
Jia Zou, Juwei Shi, Tongping Liu, Zhao Cao, Chen Wang
2015 J jnl
Schema Management for Document Stores.
Proc. VLDB Endow.
Lanjun Wang, Oktie Hassanzadeh, Shuo Zhang, Juwei Shi, Limei Jiao, Jia Zou, Chen Wang
2014 J jnl
MRTuner: A Toolkit to Enable Holistic Optimization for MapReduce Jobs.
Proc. VLDB Endow.
Juwei Shi, Jia Zou, Jiaheng Lu, Zhao Cao, Shiqiang Li, Chen Wang
2011 J jnl
Extended XML Tree Pattern Matching: Theories and Algorithms.
IEEE Trans. Knowl. Data Eng.
Jiaheng Lu, Tok Wang Ling, Zhifeng Bao, Chen Wang