Jianmin Wang

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 238

Top Venues

Publications

Leixian Shen, Zhiwei Tai, Enya Shen, Jianmin Wang
Graph Exploration With Embedding-Guided Layouts. IEEE Trans. Vis. Comput. Graph. 30 (7) (2024)
Jialong Wu, Chaoyi Deng, Jianmin Wang, Mingsheng Long
Supercompiler Code Optimization with Zero-Shot Reinforcement Learning. CoRR (2024)
Wendi He, Tianrui Xia, Shaoxu Song, Xiangdong Huang, Jianmin Wang
Multimodal Data Encoding and Compression in Apache IoTDB. Int. J. Softw. Informatics 14 (1) (2024)
Haoyu Wang, Aoqian Zhang, Shaoxu Song, Jianmin Wang
Streaming data cleaning based on speed change. VLDB J. 33 (1) (2024)
Rubia Fatima, Affan Yasin, Lin Liu, Jianmin Wang
Re-evaluation of PhishI game and its utilisation in eliciting security requirements. Int. J. Inf. Comput. Secur. 23 (3) (2024)
Yuxuan Wang, Haixu Wu, Jiaxiang Dong, Yong Liu, Mingsheng Long, Jianmin Wang
Deep Time Series Models: A Comprehensive Survey and Benchmark. CoRR (2024)
Yuxuan Wang, Haixu Wu, Jiaxiang Dong, Yong Liu, Yunzhong Qiu, Haoran Zhang, Jianmin Wang, Mingsheng Long
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables. CoRR (2024)
Jinzhao Xiao, Wendi He, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
REGER: Reordering Time Series Data for Regression Encoding. ICDE (2024)
Ziling Chen, Haoquan Guan, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
Determining Exact Quantiles with Randomized Summaries. Proc. ACM Manag. Data 2 (1) (2024)
Affan Yasin, Rubia Fatima, Javed Ali Khan, Lin Liu, Raian Ali, Jianmin Wang
Counteracting sociocultural barriers in global software engineering using group activities. J. Softw. Evol. Process. 36 (5) (2024)
Lei Rui, Xiangdong Huang, Shaoxu Song, Yuyuan Kang, Chen Wang, Jianmin Wang
Time Series Representation for Visualization in Apache IoTDB. Proc. ACM Manag. Data 2 (1) (2024)
Lingzhe Zhang, Xiang-Dong Huang, Yan-Kai Wang, Jialin Qiao, Shaoxu Song, Jianmin Wang
Time-tired compaction: An elastic compaction scheme for LSM-tree based time-series database. Adv. Eng. Informatics 59 (2024)
Haixu Wu, Huakun Luo, Yuezhou Ma, Jianmin Wang, Mingsheng Long
RoPINN: Region Optimized Physics-Informed Neural Networks. CoRR (2024)
Kaichao You, Runsheng Bai, Meng Cao, Jianmin Wang, Ion Stoica, Mingsheng Long
depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers. CoRR (2024)
Kaiyuan Chen, Xingzhuo Guo, Yu Zhang, Jianmin Wang, Mingsheng Long
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding. CoRR (2024)
Zhongyi Pei, Zhiyao Cen, Yipeng Huang, Chen Wang, Lin Liu, Philip S. Yu, Mingsheng Long, Jianmin Wang
BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization. KDD (2024)
Zhangjie Cao, Kaichao You, Ziyang Zhang, Jianmin Wang, Mingsheng Long
From Big to Small: Adaptive Learning to Partial-Set Domains. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Yuchen Zhang, Mingsheng Long, Kaiyuan Chen, Lanxiang Xing, Ronghua Jin, Michael I. Jordan, Jianmin Wang
Skilful nowcasting of extreme precipitation with NowcastNet. Nat. 619 (7970) (2023)
Zhiyu Yao, Yunbo Wang, Haixu Wu, Jianmin Wang, Mingsheng Long
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Yang Shu, Xingzhuo Guo, Jialong Wu, Ximei Wang, Jianmin Wang, Mingsheng Long
CLIPood: Generalizing CLIP to Out-of-Distributions. ICML (2023)
Haixu Wu, Hang Zhou, Mingsheng Long, Jianmin Wang
Interpretable weather forecasting for worldwide stations with a unified deep model. Nat. Mac. Intell. 5 (6) (2023)
Rubia Fatima, Affan Yasin, Lin Liu, Jianmin Wang, Wasif Afzal
Retrieving arXiv, SocArXiv, and SSRN metadata for initial review screening. Inf. Softw. Technol. 161 (2023)
Ruihong Huang, Jianmin Wang, Shaoxu Song, Xuemin Lin, Xiaochen Zhu, Jian Pei
Efficiently Cleaning Structured Event Logs: A Graph Repair Approach. ACM Trans. Database Syst. 48 (1) (2023)
Xingzhuo Guo, Yuchen Zhang, Jianmin Wang, Mingsheng Long
Estimating Heterogeneous Treatment Effects: Mutual Information Bounds and Learning Algorithms. ICML (2023)
Haixu Wu, Tengge Hu, Yong Liu, Hang Zhou, Jianmin Wang, Mingsheng Long
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis. ICLR (2023)
Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun
Non-Blocking Raft for High Throughput IoT Data. ICDE (2023)
Yunbo Wang, Haixu Wu, Jianjin Zhang, Zhifeng Gao, Jianmin Wang, Philip S. Yu, Mingsheng Long
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Yang Shu, Zhangjie Cao, Jinghan Gao, Jianmin Wang, Philip S. Yu, Mingsheng Long
Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Yuanhui Qiu, Chenguang Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang
TsQuality: Measuring Time Series Data Quality in Apache IoTDB. Proc. VLDB Endow. 16 (12) (2023)
Chen Wang, Jialin Qiao, Xiangdong Huang, Shaoxu Song, Haonan Hou, Tian Jiang, Lei Rui, Jianmin Wang, Jiaguang Sun
Apache IoTDB: A Time Series Database for IoT Applications. Proc. ACM Manag. Data 1 (2) (2023)
Leixian Shen, Enya Shen, Yuyu Luo, Xiaocong Yang, Xuming Hu, Xiongshuai Zhang, Zhiwei Tai, Jianmin Wang
Towards Natural Language Interfaces for Data Visualization: A Survey. IEEE Trans. Vis. Comput. Graph. 29 (6) (2023)
Li Lin, Yixin Cao, Lifu Huang, Shuang Li, Xuming Hu, Lijie Wen, Jianmin Wang
Inferring Commonsense Explanations as Prompts for Future Event Generation. CoRR (2022)
Leixian Shen, Enya Shen, Zhiwei Tai, Yihao Xu, Jianmin Wang
Visual Data Analysis with Task-based Recommendations. CoRR (2022)
Yang Shu, Zhangjie Cao, Ziyang Zhang, Jianmin Wang, Mingsheng Long
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models. NeurIPS (2022)
Zhiyu Yao, Yunbo Wang, Jianmin Wang, Philip S. Yu, Mingsheng Long
VideoDG: Generalizing Temporal Relations in Videos to Novel Domains. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Yanzhe An, Yue Su, Yuqing Zhu, Jianmin Wang
TVStore: Automatically Bounding Time Series Storage via Time-Varying Compression. FAST (2022)
Yuyuan Kang, Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin Wang, Julian Feinauer
Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree. ICDE (2022)
Zhangjie Cao, Kaichao You, Ziyang Zhang, Jianmin Wang, Mingsheng Long
From Big to Small: Adaptive Learning to Partial-Set Domains. CoRR (2022)
Leixian Shen, Enya Shen, Zhiwei Tai, Yihao Xu, Jiaxiang Dong, Jianmin Wang
Visual Data Analysis with Task-Based Recommendations. Data Sci. Eng. 7 (4) (2022)
Jialong Wu, Haixu Wu, Zihan Qiu, Jianmin Wang, Mingsheng Long
Supported Policy Optimization for Offline Reinforcement Learning. CoRR (2022)
Zhongyi Pei, Lin Liu, Chen Wang, Jianmin Wang
Requirements Engineering for Machine Learning: A Review and Reflection. RE Workshops (2022)
Li Lin, Yixin Cao, Lifu Huang, Shuang Li, Xuming Hu, Lijie Wen, Jianmin Wang
What Makes the Story Forward?: Inferring Commonsense Explanations as Prompts for Future Event Generation. SIGIR (2022)
Shuye Pan, Peng Wang, Chen Wang, Wei Wang, Jianmin Wang
NLC: Search Correlated Window Pairs on Long Time Series. Proc. VLDB Endow. 15 (7) (2022)
Rubia Fatima, Affan Yasin, Lin Liu, Jianmin Wang
What Should Abeeha do? an Activity for Phishing Awareness. QRS Companion (2022)
Zhongyi Pei, Lin Liu, Chen Wang, Jianmin Wang
Requirements Engineering for Machine Learning: A Review and Reflection. CoRR (2022)
Chao Huang, Zhangjie Cao, Yunbo Wang, Jianmin Wang, Mingsheng Long
MetaSets: Meta-Learning on Point Sets for Generalizable Representations. CoRR (2022)
Baixu Chen, Junguang Jiang, Ximei Wang, Pengfei Wan, Jianmin Wang, Mingsheng Long
Debiased Self-Training for Semi-Supervised Learning. NeurIPS (2022)
Jing Zhao, Peng Wang, Bo Tang, Lu Liu, Chen Wang, Wei Wang, Jianmin Wang
Constructing Compact Time Series Index for Efficient Window Query Processing. ICDE (2022)
Jinzhao Xiao, Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang
Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB. Proc. VLDB Endow. 15 (10) (2022)
Affan Yasin, Rubia Fatima, Lin Liu, Javed Ali Khan, Raian Ali, Jianmin Wang
On the utilization of non-quality assessed literature in software engineering research. J. Softw. Evol. Process. 34 (7) (2022)
Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang
GALVIS: Visualization Construction through Example-Powered Declarative Programming. CIKM (2022)
Kaichao You, Yong Liu, Ziyang Zhang, Jianmin Wang, Michael I. Jordan, Mingsheng Long
Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs. J. Mach. Learn. Res. 23 (2022)
Jialong Wu, Haixu Wu, Zihan Qiu, Jianmin Wang, Mingsheng Long
Supported Policy Optimization for Offline Reinforcement Learning. NeurIPS (2022)
Zhiwei Tai, Leixian Shen, Enya Shen, Jianmin Wang
Graph Exploration with Embedding-Guided Layouts. CoRR (2022)
Leixian Shen, Enya Shen, Zhiwei Tai, Yiran Song, Jianmin Wang
TaskVis: Task-oriented Visualization Recommendation. EuroVis (Short Papers) (2021)
Yi Lu, Peng Wang, Bo Tang, Shen Liang, Chen Wang, Wei Wang, Jianmin Wang
GRAB: Finding Time Series Natural Structures via A Novel Graph-based Scheme. ICDE (2021)
Ximei Wang, Jinghan Gao, Jianmin Wang, Mingsheng Long
Self-Tuning for Data-Efficient Deep Learning. CoRR (2021)
Shaoxu Song, Ruihong Huang, Yu Gao, Jianmin Wang
Why Not Match: On Explanations of Event Pattern Queries. SIGMOD Conference (2021)
Yang Shu, Zhangjie Cao, Chenyu Wang, Jianmin Wang, Mingsheng Long
Open Domain Generalization with Domain-Augmented Meta-Learning. CVPR (2021)
Jiehui Xu, Haixu Wu, Jianmin Wang, Mingsheng Long
Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy. CoRR (2021)
Haixu Wu, Zhiyu Yao, Jianmin Wang, Mingsheng Long
MotionRNN: A Flexible Model for Video Prediction With Spacetime-Varying Motions. CVPR (2021)
Yang Shu, Zhangjie Cao, Chenyu Wang, Jianmin Wang, Mingsheng Long
Open Domain Generalization with Domain-Augmented Meta-Learning. CoRR (2021)
Ximei Wang, Jinghan Gao, Mingsheng Long, Jianmin Wang
Self-Tuning for Data-Efficient Deep Learning. ICML (2021)
Junguang Jiang, Yifei Ji, Ximei Wang, Yufeng Liu, Jianmin Wang, Mingsheng Long
Regressive Domain Adaptation for Unsupervised Keypoint Detection. CoRR (2021)
Hong Liu, Jianmin Wang, Mingsheng Long
Cycle Self-Training for Domain Adaptation. CoRR (2021)
Bo Fu, Zhangjie Cao, Jianmin Wang, Mingsheng Long
Transferable Query Selection for Active Domain Adaptation. CVPR (2021)
Yang Shu, Zhi Kou, Zhangjie Cao, Jianmin Wang, Mingsheng Long
Zoo-Tuning: Adaptive Transfer from A Zoo of Models. ICML (2021)
Haixu Wu, Jiehui Xu, Jianmin Wang, Mingsheng Long
Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting. CoRR (2021)
Shaoxu Song, Ruihong Huang, Yue Cao, Jianmin Wang
Cleaning timestamps with temporal constraints. VLDB J. 30 (3) (2021)
Leixian Shen, Enya Shen, Yuyu Luo, Xiaocong Yang, Xuming Hu, Xiongshuai Zhang, Zhiwei Tai, Jianmin Wang
Towards Natural Language Interfaces for Data Visualization: A Survey. CoRR (2021)
Yunbo Wang, Haixu Wu, Jianjin Zhang, Zhifeng Gao, Jianmin Wang, Philip S. Yu, Mingsheng Long
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning. CoRR (2021)
Fei Gao, Shaoxu Song, Jianmin Wang
Time Series Data Cleaning under Multi-Speed Constraints. Int. J. Softw. Informatics 11 (1) (2021)
Kaichao You, Yong Liu, Jianmin Wang, Mingsheng Long
LogME: Practical Assessment of Pre-trained Models for Transfer Learning. ICML (2021)
Chao Huang, Zhangjie Cao, Yunbo Wang, Jianmin Wang, Mingsheng Long
MetaSets: Meta-Learning on Point Sets for Generalizable Representations. CVPR (2021)
Shaoxu Song, Fei Gao, Aoqian Zhang, Jianmin Wang, Philip S. Yu
Stream Data Cleaning under Speed and Acceleration Constraints. ACM Trans. Database Syst. 46 (3) (2021)
Ximei Wang, Xinyang Chen, Jianmin Wang, Mingsheng Long
X-model: Improving Data Efficiency in Deep Learning with A Minimax Model. CoRR (2021)
Affan Yasin, Rubia Fatima, Lin Liu, Jianmin Wang, Raian Ali, Ziqi Wei
Understanding and deciphering of social engineering attack scenarios. Secur. Priv. 4 (4) (2021)
Yang Shu, Zhi Kou, Zhangjie Cao, Jianmin Wang, Mingsheng Long
Zoo-Tuning: Adaptive Transfer from a Zoo of Models. CoRR (2021)
Li Lin, Zan Zong, Lijie Wen, Chen Qian, Shuang Li, Jianmin Wang
MM-CPred: A Multi-task Predictive Model for Continuous-Time Event Sequences with Mixture Learning Losses. DASFAA (1) (2021)
Jisheng Pei, Lijie Wen, Hedong Yang, Jianmin Wang, Xiaojun Ye
Estimating Global Completeness of Event Logs: A Comparative Study. IEEE Trans. Serv. Comput. 14 (2) (2021)
Haixu Wu, Jiehui Xu, Jianmin Wang, Mingsheng Long
Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting. NeurIPS (2021)
Junguang Jiang, Yifei Ji, Ximei Wang, Yufeng Liu, Jianmin Wang, Mingsheng Long
Regressive Domain Adaptation for Unsupervised Keypoint Detection. CVPR (2021)
Hong Liu, Jianmin Wang, Mingsheng Long
Cycle Self-Training for Domain Adaptation. NeurIPS (2021)
Kaichao You, Yong Liu, Mingsheng Long, Jianmin Wang
LogME: Practical Assessment of Pre-trained Models for Transfer Learning. CoRR (2021)
Haixu Wu, Zhiyu Yao, Mingsheng Long, Jianmin Wang
MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions. CoRR (2021)
Xinyang Chen, Sinan Wang, Jianmin Wang, Mingsheng Long
Representation Subspace Distance for Domain Adaptation Regression. ICML (2021)
Zhicheng Liu, Yang Zhang, Ruihong Huang, Zhiwei Chen, Shaoxu Song, Jianmin Wang
EXPERIENCE: Algorithms and Case Study for Explaining Repairs with Uniform Profiles over IoT Data. ACM J. Data Inf. Qual. 13 (3) (2021)
Hong Liu, Mingsheng Long, Jianmin Wang, Yu Wang
Learning to Adapt to Evolving Domains. NeurIPS (2020)
Jialin Qiao, Yuyuan Kang, Xiangdong Huang, Lei Rui, Tian Jiang, Jianmin Wang, Philip S. Yu
Heterogeneous Replicas for Multi-dimensional Data Management. DASFAA (1) (2020)
Ying Jin, Zhangjie Cao, Mingsheng Long, Jianmin Wang
Transferring Pretrained Networks to Small Data via Category Decorrelation. BMVC (2020)
Zhiyu Yao, Yunbo Wang, Mingsheng Long, Jianmin Wang, Philip S. Yu, Jiaguang Sun
Multi-Task Learning of Generalizable Representations for Video Action Recognition. ICME (2020)
Zhiyu Yao, Yunbo Wang, Mingsheng Long, Jianmin Wang
Unsupervised Transfer Learning for Spatiotemporal Predictive Networks. CoRR (2020)
Yanan Zheng, Yan Wang, Lijie Wen, Jianmin Wang
How to Generate Reasonable Texts with Controlled Attributes. DASFAA (2) (2020)
Xiaohe Li, Lijie Wen, Chen Qian, Jianmin Wang
GAHNE: Graph-Aggregated Heterogeneous Network Embedding. CoRR (2020)
Chen Qian, Lijie Wen, Akhil Kumar, Leilei Lin, Li Lin, Zan Zong, Shuang Li, Jianmin Wang
An Approach for Process Model Extraction by Multi-grained Text Classification. CAiSE (2020)
Yuchen Zhang, Mingsheng Long, Jianmin Wang, Michael I. Jordan
On Localized Discrepancy for Domain Adaptation. CoRR (2020)
Liang Li, Weirui Ye, Mingsheng Long, Yateng Tang, Jin Xu, Jianmin Wang
Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification. AAAI (2020)
Ruihong Huang, Jianmin Wang
Event Data Quality: A Survey. CoRR (2020)
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
Apache IoTDB: Time-series database for Internet of Things. Proc. VLDB Endow. 13 (12) (2020)
Jincheng Zhong, Ximei Wang, Zhi Kou, Jianmin Wang, Mingsheng Long
Bi-tuning of Pre-trained Representations. CoRR (2020)

Jianmin Wang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jianmin Wang