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Jianmin Wang 0001
Jian-min Wang 0001
Person information
- affiliation: Tsinghua University, School of Software, Beijing, China
Other persons with the same name
- Jianmin Wang (aka: Jian-Min Wang) — disambiguation page
- Jianmin Wang 0003 — Suzhou University, Department of Mathematics, China
- Jianmin Wang 0004 — Harbin University of Science and Technology, China
- Jianmin Wang 0005 — Shandong University, China
- Jianmin Wang 0006 — Zhongsang University, Guangzhou, China
- Jianmin Wang 0007 — Hunan University of Commerce, Changsha, China
- Jianmin Wang 0008 — Iowa State University, Ames, Iowa, USA
- Jianmin Wang 0009 — Xiamen University, China
- Jianmin Wang 0010
— Beijing Normal University, State Key Laboratory of Earth Surface Processes and Resource Ecology, China
- Jianmin Wang 0011
— National Formosa University, Department of Vehicle Engineering, Yunlin, Taiwan
- Jianmin Wang 0012
— Hefei University of Technology, Hefei, China
- Jianmin Wang 0013
(aka: Jian-Min Wang 0013) — Tongji University, Car Interaction Design Lab, College of Arts and Media, Shanghai, China (and 1 more)
- Jianmin Wang 0014 — Roswell Park Cancer Institute, Buffalo, NY, USA
- Jianmin Wang 0015
— Chinese Academy of Sciences, Technology and Engineering Center for Space Utilization, Beijing, China
- Jianmin Wang 0016
— Hunan University, School of Computer Science and Engineering, Changsha, China (and 1 more)
- Jianmin Wang 0017 (aka: Jian-Min Wang 0017) — Chinese Culture University, Department of Information Management, Taipei, Taiwan
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2020 – today
- 2024
- [j103]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: 102224 (2024) - [j102]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): 294-321 (2024) - [j101]Wendi He, Tianrui Xia, Shaoxu Song, Xiangdong Huang, Jianmin Wang:
Multimodal Data Encoding and Compression in Apache IoTDB. Int. J. Softw. Informatics 14(1): 31-56 (2024) - [j100]Ziling Chen
, Haoquan Guan
, Shaoxu Song
, Xiangdong Huang
, Chen Wang
, Jianmin Wang
:
Determining Exact Quantiles with Randomized Summaries. Proc. ACM Manag. Data 2(1): 25:1-25:26 (2024) - [j99]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): 35:1-35:26 (2024) - [j98]Ying Jin
, Zhangjie Cao
, Ximei Wang
, Jianmin Wang
, Mingsheng Long
:
One Fits Many: Class Confusion Loss for Versatile Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 46(11): 7251-7266 (2024) - [j97]Yunxiang Su, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang:
Distance-based Outlier Query Optimization in Apache IoTDB. Proc. VLDB Endow. 17(11): 2778-2790 (2024) - [j96]Chenguang Fang, Zijie Chen, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang:
On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB. Proc. VLDB Endow. 17(11): 2974-2986 (2024) - [j95]Xin Zhao, Jialin Qiao, Xiangdong Huang, Chen Wang, Shaoxu Song, Jianmin Wang:
Apache TsFile: An IoT-native Time Series File Format. Proc. VLDB Endow. 17(12): 4064-4076 (2024) - [j94]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) - [j93]Leixian Shen
, Zhiwei Tai, Enya Shen
, Jianmin Wang
:
Graph Exploration With Embedding-Guided Layouts. IEEE Trans. Vis. Comput. Graph. 30(7): 3693-3708 (2024) - [j92]Haoyu Wang
, Aoqian Zhang
, Shaoxu Song
, Jianmin Wang
:
Streaming data cleaning based on speed change. VLDB J. 33(1): 1-24 (2024) - [j91]Tianrui Xia, Jinzhao Xiao, Yuxiang Huang, Changyu Hu, Shaoxu Song
, Xiangdong Huang, Jian-min Wang:
Time series data encoding in Apache IoTDB: comparative analysis and recommendation. VLDB J. 33(3): 727-752 (2024) - [c286]Lili Guo
, Jianmin Wang
, Yu He
, Lei Song
, Xin Qin
, Xu Cheng
:
Feature Analysis for Incomplete Time Series Classification. FAIML 2024: 266-274 - [c285]Jinzhao Xiao, Wendi He, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang:
REGER: Reordering Time Series Data for Regression Encoding. ICDE 2024: 1242-1254 - [c284]Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang:
On Tuning Raft for IoT Workload in Apache IoTDB. ICDE 2024: 5307-5319 - [c283]Kaiyuan Chen, Xingzhuo Guo, Yu Zhang, Jianmin Wang, Mingsheng Long:
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding. ICML 2024 - [c282]Jiaxiang Dong, Haixu Wu, Yuxuan Wang, Yunzhong Qiu, Li Zhang, Jianmin Wang, Mingsheng Long:
TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling. ICML 2024 - [c281]Yong Liu, Haoran Zhang, Chenyu Li, Xiangdong Huang, Jianmin Wang, Mingsheng Long:
Timer: Generative Pre-trained Transformers Are Large Time Series Models. ICML 2024 - [c280]Haoyu Ma, Jialong Wu, Ningya Feng, Chenjun Xiao, Dong Li, Jianye Hao, Jianmin Wang, Mingsheng Long:
HarmonyDream: Task Harmonization Inside World Models. ICML 2024 - [c279]Haixu Wu, Huakun Luo, Haowen Wang, Jianmin Wang, Mingsheng Long:
Transolver: A Fast Transformer Solver for PDEs on General Geometries. ICML 2024 - [c278]Lanxiang Xing, Haixu Wu, Yuezhou Ma, Jianmin Wang, Mingsheng Long:
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction. ICML 2024 - [c277]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: 2340-2351 - [c276]Yong Liu, Guo Qin, Xiangdong Huang, Jianmin Wang, Mingsheng Long:
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models. NeurIPS 2024 - [c275]Yuxuan Wang, Haixu Wu, Jiaxiang Dong, Guo Qin, Haoran Zhang, Yong Liu, Yunzhong Qiu, Jianmin Wang, Mingsheng Long:
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables. NeurIPS 2024 - [c274]Haixu Wu, Huakun Luo, Yuezhou Ma, Jianmin Wang, Mingsheng Long:
RoPINN: Region Optimized Physics-Informed Neural Networks. NeurIPS 2024 - [i92]Haixu Wu, Huakun Luo, Haowen Wang, Jianmin Wang, Mingsheng Long:
Transolver: A Fast Transformer Solver for PDEs on General Geometries. CoRR abs/2402.02366 (2024) - [i91]Yong Liu, Haoran Zhang, Chenyu Li, Xiangdong Huang, Jianmin Wang, Mingsheng Long:
Timer: Transformers for Time Series Analysis at Scale. CoRR abs/2402.02368 (2024) - [i90]Yong Liu, Guo Qin, Xiangdong Huang, Jianmin Wang, Mingsheng Long:
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models. CoRR abs/2402.02370 (2024) - [i89]Qilong Ma, Haixu Wu, Lanxiang Xing, Jianmin Wang, Mingsheng Long:
EuLagNet: Eulerian Fluid Prediction with Lagrangian Dynamics. CoRR abs/2402.02425 (2024) - [i88]Jiaxiang Dong, Haixu Wu, Yuxuan Wang, Yunzhong Qiu, Li Zhang, Jianmin Wang, Mingsheng Long:
TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling. CoRR abs/2402.02475 (2024) - [i87]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 abs/2402.19072 (2024) - [i86]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 abs/2403.13839 (2024) - [i85]Jialong Wu, Chaoyi Deng, Jianmin Wang, Mingsheng Long:
Supercompiler Code Optimization with Zero-Shot Reinforcement Learning. CoRR abs/2404.16077 (2024) - [i84]Kaiyuan Chen, Xingzhuo Guo, Yu Zhang, Jianmin Wang, Mingsheng Long:
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding. CoRR abs/2405.02384 (2024) - [i83]Haixu Wu, Huakun Luo, Yuezhou Ma, Jianmin Wang, Mingsheng Long:
RoPINN: Region Optimized Physics-Informed Neural Networks. CoRR abs/2405.14369 (2024) - [i82]Yuxuan Wang, Haixu Wu, Jiaxiang Dong, Yong Liu, Mingsheng Long, Jianmin Wang:
Deep Time Series Models: A Comprehensive Survey and Benchmark. CoRR abs/2407.13278 (2024) - [i81]Jiaxiang Dong, Haixu Wu, Yuxuan Wang, Li Zhang, Jianmin Wang, Mingsheng Long:
Metadata Matters for Time Series: Informative Forecasting with Transformers. CoRR abs/2410.03806 (2024) - [i80]Yong Liu, Guo Qin, Xiangdong Huang, Jianmin Wang, Mingsheng Long:
Timer-XL: Long-Context Transformers for Unified Time Series Forecasting. CoRR abs/2410.04803 (2024) - 2023
- [j90]Rubia Fatima, Affan Yasin
, Lin Liu, Jianmin Wang, Wasif Afzal:
Retrieving arXiv, SocArXiv, and SSRN metadata for initial review screening. Inf. Softw. Technol. 161: 107251 (2023) - [j89]Haixu Wu, Hang Zhou, Mingsheng Long
, Jianmin Wang
:
Interpretable weather forecasting for worldwide stations with a unified deep model. Nat. Mac. Intell. 5(6): 602-611 (2023) - [j88]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): 526-532 (2023) - [j87]Chenguang Fang
, Shaoxu Song
, Haoquan Guan
, Xiangdong Huang
, Chen Wang
, Jianmin Wang
:
Grouping Time Series for Efficient Columnar Storage. Proc. ACM Manag. Data 1(1): 23:1-23:26 (2023) - [j86]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): 195:1-195:27 (2023) - [j85]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): 1766-1780 (2023) - [j84]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): 2208-2225 (2023) - [j83]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): 13281-13296 (2023) - [j82]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): 15275-15291 (2023) - [j81]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): 3982-3985 (2023) - [j80]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): 3:1-3:44 (2023) - [j79]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): 3121-3144 (2023) - [c273]Leilei Lin, Yumeng Jin, Lijie Wen
, Wenlong Chen, Ying Di, Yusong Xu, Jianmin Wang:
Process Drift Detection in Event Logs with Graph Convolutional Networks. DASFAA (4) 2023: 380-396 - [c272]Tian Jiang, Xiangdong Huang, Shaoxu Song
, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun:
Non-Blocking Raft for High Throughput IoT Data. ICDE 2023: 1140-1152 - [c271]Xiaojian Zhang, Hongyin Zhang, Shaoxu Song
, Xiangdong Huang, Chen Wang, Jianmin Wang:
Backward-Sort for Time Series in Apache IoTDB. ICDE 2023: 3196-3208 - [c270]Haixu Wu, Tengge Hu, Yong Liu, Hang Zhou, Jianmin Wang, Mingsheng Long:
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis. ICLR 2023 - [c269]Xingzhuo Guo, Yuchen Zhang, Jianmin Wang, Mingsheng Long:
Estimating Heterogeneous Treatment Effects: Mutual Information Bounds and Learning Algorithms. ICML 2023: 12108-12121 - [c268]Yang Shu, Xingzhuo Guo, Jialong Wu, Ximei Wang, Jianmin Wang, Mingsheng Long:
CLIPood: Generalizing CLIP to Out-of-Distributions. ICML 2023: 31716-31731 - [c267]Haixu Wu, Tengge Hu, Huakun Luo, Jianmin Wang, Mingsheng Long:
Solving High-Dimensional PDEs with Latent Spectral Models. ICML 2023: 37417-37438 - [c266]Jiaxiang Dong, Haixu Wu, Haoran Zhang, Li Zhang, Jianmin Wang, Mingsheng Long:
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling. NeurIPS 2023 - [c265]Yong Liu, Chenyu Li, Jianmin Wang, Mingsheng Long:
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors. NeurIPS 2023 - [i79]Haixu Wu, Tengge Hu, Huakun Luo, Jianmin Wang, Mingsheng Long
:
Solving High-Dimensional PDEs with Latent Spectral Models. CoRR abs/2301.12664 (2023) - [i78]Jiaxiang Dong, Haixu Wu, Haoran Zhang, Li Zhang, Jianmin Wang, Mingsheng Long
:
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling. CoRR abs/2302.00861 (2023) - [i77]Yang Shu, Xingzhuo Guo, Jialong Wu, Ximei Wang, Jianmin Wang, Mingsheng Long
:
CLIPood: Generalizing CLIP to Out-of-Distributions. CoRR abs/2302.00864 (2023) - [i76]Yong Liu, Chenyu Li, Jianmin Wang, Mingsheng Long:
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors. CoRR abs/2305.18803 (2023) - [i75]Haoyu Ma, Jialong Wu, Ningya Feng, Jianmin Wang, Mingsheng Long:
Harmony World Models: Boosting Sample Efficiency for Model-based Reinforcement Learning. CoRR abs/2310.00344 (2023) - [i74]Lanxiang Xing, Haixu Wu, Yuezhou Ma, Jianmin Wang, Mingsheng Long:
HelmSim: Learning Helmholtz Dynamics for Interpretable Fluid Simulation. CoRR abs/2310.10565 (2023) - 2022
- [j78]Leixian Shen
, Enya Shen, Zhiwei Tai, Yihao Xu, Jiaxiang Dong, Jianmin Wang
:
Visual Data Analysis with Task-Based Recommendations. Data Sci. Eng. 7(4): 354-369 (2022) - [j77]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: 209:1-209:47 (2022) - [j76]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): 7989-8004 (2022) - [j75]Shuye Pan, Peng Wang, Chen Wang, Wei Wang, Jianmin Wang
:
NLC: Search Correlated Window Pairs on Long Time Series. Proc. VLDB Endow. 15(7): 1363-1375 (2022) - [j74]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): 2148-2160 (2022) - [j73]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) - [c264]Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang
:
GALVIS: Visualization Construction through Example-Powered Declarative Programming. CIKM 2022: 4975-4979 - [c263]Yanzhe An, Yue Su, Yuqing Zhu, Jianmin Wang
:
TVStore: Automatically Bounding Time Series Storage via Time-Varying Compression. FAST 2022: 83-100 - [c262]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: 3025-3037 - [c261]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: 3340-3352 - [c260]Junguang Jiang, Baixu Chen, Jianmin Wang
, Mingsheng Long
:
Decoupled Adaptation for Cross-Domain Object Detection. ICLR 2022 - [c259]Ximei Wang, Xinyang Chen, Jianmin Wang
, Mingsheng Long
:
X-model: Improving Data Efficiency in Deep Learning with A Minimax Model. ICLR 2022 - [c258]Jiehui Xu, Haixu Wu, Jianmin Wang, Mingsheng Long:
Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy. ICLR 2022 - [c257]Haixu Wu, Jialong Wu, Jiehui Xu, Jianmin Wang
, Mingsheng Long
:
Flowformer: Linearizing Transformers with Conservation Flows. ICML 2022: 24226-24242 - [c256]Chenguang Fang, Shaoxu Song
, Yinan Mei, Ye Yuan, Jianmin Wang:
On Aligning Tuples for Regression. KDD 2022: 336-346 - [c255]Jialong Wu, Haixu Wu, Zihan Qiu, Jianmin Wang, Mingsheng Long:
Supported Policy Optimization for Offline Reinforcement Learning. NeurIPS 2022 - [c254]Baixu Chen, Junguang Jiang, Ximei Wang, Pengfei Wan, Jianmin Wang, Mingsheng Long:
Debiased Self-Training for Semi-Supervised Learning. NeurIPS 2022 - [c253]Yong Liu, Haixu Wu, Jianmin Wang, Mingsheng Long:
Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting. NeurIPS 2022 - [c252]Yang Shu, Zhangjie Cao, Ziyang Zhang, Jianmin Wang, Mingsheng Long:
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models. NeurIPS 2022 - [c251]Rubia Fatima, Affan Yasin, Lin Liu, Jianmin Wang:
What Should Abeeha do? an Activity for Phishing Awareness. QRS Companion 2022: 756-757 - [c250]Zhongyi Pei
, Lin Liu, Chen Wang, Jianmin Wang
:
Requirements Engineering for Machine Learning: A Review and Reflection. RE Workshops 2022: 166-175 - [c249]Li Lin, Yixin Cao, Lifu Huang, Shu'ang Li, Xuming Hu, Lijie Wen
, Jianmin Wang
:
What Makes the Story Forward?: Inferring Commonsense Explanations as Prompts for Future Event Generation. SIGIR 2022: 1098-1109 - [i73]Junguang Jiang, Yang Shu, Jianmin Wang, Mingsheng Long:
Transferability in Deep Learning: A Survey. CoRR abs/2201.05867 (2022) - [i72]Li Lin, Yixin Cao, Lifu Huang, Shu'ang Li, Xuming Hu, Lijie Wen, Jianmin Wang:
Inferring Commonsense Explanations as Prompts for Future Event Generation. CoRR abs/2201.07099 (2022) - [i71]Jialong Wu, Haixu Wu, Zihan Qiu, Jianmin Wang, Mingsheng Long:
Supported Policy Optimization for Offline Reinforcement Learning. CoRR abs/2202.06239 (2022) - [i70]Haixu Wu, Jialong Wu, Jiehui Xu, Jianmin Wang, Mingsheng Long:
Flowformer: Linearizing Transformers with Conservation Flows. CoRR abs/2202.06258 (2022) - [i69]Baixu Chen, Junguang Jiang, Ximei Wang, Jianmin Wang, Mingsheng Long:
Debiased Pseudo Labeling in Self-Training. CoRR abs/2202.07136 (2022) - [i68]Zhangjie Cao, Kaichao You, Ziyang Zhang, Jianmin Wang
, Mingsheng Long
:
From Big to Small: Adaptive Learning to Partial-Set Domains. CoRR abs/2203.07375 (2022) - [i67]Chao Huang, Zhangjie Cao, Yunbo Wang, Jianmin Wang
, Mingsheng Long
:
MetaSets: Meta-Learning on Point Sets for Generalizable Representations. CoRR abs/2204.07311 (2022) - [i66]Leixian Shen, Enya Shen, Zhiwei Tai, Yihao Xu, Jianmin Wang
:
Visual Data Analysis with Task-based Recommendations. CoRR abs/2205.03183 (2022) - [i65]Yong Liu, Haixu Wu, Jianmin Wang
, Mingsheng Long
:
Non-stationary Transformers: Rethinking the Stationarity in Time Series Forecasting. CoRR abs/2205.14415 (2022) - [i64]Yang Shu, Zhangjie Cao, Ziyang Zhang, Jianmin Wang
, Mingsheng Long
:
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models. CoRR abs/2206.03726 (2022) - [i63]Zhiwei Tai, Leixian Shen, Enya Shen, Jianmin Wang
:
Graph Exploration with Embedding-Guided Layouts. CoRR abs/2208.13699 (2022) - [i62]Zhongyi Pei, Lin Liu, Chen Wang, Jianmin Wang
:
Requirements Engineering for Machine Learning: A Review and Reflection. CoRR abs/2210.00859 (2022) - [i61]Haixu Wu, Tengge Hu, Yong Liu, Hang Zhou, Jianmin Wang
, Mingsheng Long
:
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis. CoRR abs/2210.02186 (2022) - 2021
- [j72]Fei Gao, Shaoxu Song, Jianmin Wang
:
Time Series Data Cleaning under Multi-Speed Constraints. Int. J. Softw. Informatics 11(1): 29-54 (2021) - [j71]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): 18:1-18:17 (2021) - [j70]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) - [j69]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): 10:1-10:44 (2021) - [j68]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): 441-457 (2021) - [j67]Shaoxu Song
, Ruihong Huang, Yue Cao, Jianmin Wang
:
Cleaning timestamps with temporal constraints. VLDB J. 30(3): 425-446 (2021) - [c248]Junguang Jiang, Yifei Ji, Ximei Wang, Yufeng Liu
, Jianmin Wang
, Mingsheng Long
:
Regressive Domain Adaptation for Unsupervised Keypoint Detection. CVPR 2021: 6780-6789 - [c247]Bo Fu, Zhangjie Cao, Jianmin Wang
, Mingsheng Long
:
Transferable Query Selection for Active Domain Adaptation. CVPR 2021: 7272-7281 - [c246]Chao Huang, Zhangjie Cao, Yunbo Wang, Jianmin Wang
, Mingsheng Long
:
MetaSets: Meta-Learning on Point Sets for Generalizable Representations. CVPR 2021: 8863-8872 - [c245]