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@article{DBLP:journals/chinaf/YangLXZZTGLCXH24,
author = {Qiyu Yang and
Zheng{-}Dong Luo and
Fei Xiao and
Junpeng Zhang and
Dawei Zhang and
Dongxin Tan and
Xuetao Gan and
Yan Liu and
Zhufei Chu and
Yinshui Xia and
Genquan Han},
title = {Solid-state non-volatile memories based on vdW heterostructure-based
vertical-transport ferroelectric field-effect transistors},
journal = {Sci. China Inf. Sci.},
volume = {67},
number = {6},
year = {2024}
}
@article{DBLP:journals/eswa/ZhengGWZ24,
author = {Yao Zheng and
Junpeng Gong and
Yujun Wen and
Pengzhou Zhang},
title = {{DJMF:} {A} discriminative joint multi-task framework for multimodal
sentiment analysis based on intra- and inter-task dynamics},
journal = {Expert Syst. Appl.},
volume = {242},
pages = {122728},
year = {2024}
}
@article{DBLP:journals/isci/Zhang0WZ0024,
author = {Junpeng Zhang and
Hui Zhu and
Fengwei Wang and
Yandong Zheng and
Zhe Liu and
Hui Li},
title = {iDP-FL: {A} fine-grained and privacy-aware federated learning framework
for deep neural networks},
journal = {Inf. Sci.},
volume = {679},
pages = {121035},
year = {2024}
}
@article{DBLP:journals/tiis/RathoreDPSZYWZW24,
author = {Archit Rathore and
Sunipa Dev and
Jeff M. Phillips and
Vivek Srikumar and
Yan Zheng and
Chin{-}Chia Michael Yeh and
Junpeng Wang and
Wei Zhang and
Bei Wang},
title = {{VERB:} Visualizing and Interpreting Bias Mitigation Techniques Geometrically
for Word Representations},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {14},
number = {1},
pages = {3:1--3:34},
year = {2024}
}
@article{DBLP:journals/tvcg/LiWAYZWZM24,
author = {Yiran Li and
Junpeng Wang and
Prince Osei Aboagye and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Liang Wang and
Wei Zhang and
Kwan{-}Liu Ma},
title = {Visual Analytics for Efficient Image Exploration and User-Guided Image
Captioning},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {30},
number = {6},
pages = {2875--2887},
year = {2024}
}
@inproceedings{DBLP:conf/acl/JiaLZLZ24,
author = {Zixia Jia and
Junpeng Li and
Shichuan Zhang and
Anji Liu and
Zilong Zheng},
title = {Combining Supervised Learning and Reinforcement Learning for Multi-Label
Classification Tasks with Partial Labels},
booktitle = {{ACL} {(1)}},
pages = {13553--13569},
publisher = {Association for Computational Linguistics},
year = {2024}
}
@inproceedings{DBLP:conf/kdd/YehFDSLAWC0ZWZ24,
author = {Chin{-}Chia Michael Yeh and
Yujie Fan and
Xin Dai and
Uday Singh Saini and
Vivian Lai and
Prince Osei Aboagye and
Junpeng Wang and
Huiyuan Chen and
Yan Zheng and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang},
title = {RPMixer: Shaking Up Time Series Forecasting with Random Projections
for Large Spatial-Temporal Data},
booktitle = {{KDD}},
pages = {3919--3930},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/pacificvis/WangYFDZWZ24,
author = {Junpeng Wang and
Chin{-}Chia Michael Yeh and
Yujie Fan and
Xin Dai and
Yan Zheng and
Liang Wang and
Wei Zhang},
title = {PromptLandscape: Guiding Prompts Exploration and Analysis with Visualization},
booktitle = {PacificVis},
pages = {319--324},
publisher = {{IEEE}},
year = {2024}
}
@inproceedings{DBLP:conf/sdm/DerY00Z00K24,
author = {Audrey Der and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Junpeng Wang and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Eamonn J. Keogh},
title = {{PUPAE:} Intuitive and Actionable Explanations for Time Series Anomalies},
booktitle = {{SDM}},
pages = {37--45},
publisher = {{SIAM}},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-02987,
author = {Prince Osei Aboagye and
Yan Zheng and
Junpeng Wang and
Uday Singh Saini and
Xin Dai and
Chin{-}Chia Michael Yeh and
Yujie Fan and
Zhongfang Zhuang and
Shubham Jain and
Liang Wang and
Wei Zhang},
title = {Has Your Pretrained Model Improved? {A} Multi-head Posterior Based
Approach},
journal = {CoRR},
volume = {abs/2401.02987},
year = {2024}
}
@article{DBLP:journals/corr/abs-2401-09489,
author = {Audrey Der and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Junpeng Wang and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Eamonn J. Keogh},
title = {{PUPAE:} Intuitive and Actionable Explanations for Time Series Anomalies},
journal = {CoRR},
volume = {abs/2401.09489},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-10487,
author = {Chin{-}Chia Michael Yeh and
Yujie Fan and
Xin Dai and
Vivian Lai and
Prince Osei Aboagye and
Junpeng Wang and
Huiyuan Chen and
Yan Zheng and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang},
title = {Random Projection Layers for Multidimensional Time Series Forecasting},
journal = {CoRR},
volume = {abs/2402.10487},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-03186,
author = {Weihao Tan and
Ziluo Ding and
Wentao Zhang and
Boyu Li and
Bohan Zhou and
Junpeng Yue and
Haochong Xia and
Jiechuan Jiang and
Longtao Zheng and
Xinrun Xu and
Yifei Bi and
Pengjie Gu and
Xinrun Wang and
B{\"{o}}rje F. Karlsson and
Bo An and
Zongqing Lu},
title = {Towards General Computer Control: {A} Multimodal Agent for Red Dead
Redemption {II} as a Case Study},
journal = {CoRR},
volume = {abs/2403.03186},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-16815,
author = {Haoyu Li and
Junpeng Wang and
Yan Zheng and
Liang Wang and
Wei Zhang and
Han{-}Wei Shen},
title = {Compressing and Interpreting Word Embeddings with Latent Space Regularization
and Interactive Semantics Probing},
journal = {CoRR},
volume = {abs/2403.16815},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-16293,
author = {Zixia Jia and
Junpeng Li and
Shichuan Zhang and
Anji Liu and
Zilong Zheng},
title = {Combining Supervised Learning and Reinforcement Learning for Multi-Label
Classification Tasks with Partial Labels},
journal = {CoRR},
volume = {abs/2406.16293},
year = {2024}
}
@article{DBLP:journals/ivs/LiWZWZS23,
author = {Haoyu Li and
Junpeng Wang and
Yan Zheng and
Liang Wang and
Wei Zhang and
Han{-}Wei Shen},
title = {Compressing and interpreting word embeddings with latent space regularization
and interactive semantics probing},
journal = {Inf. Vis.},
volume = {22},
number = {1},
pages = {52--68},
year = {2023}
}
@article{DBLP:journals/tvcg/LiWDWYZZM23,
author = {Yiran Li and
Junpeng Wang and
Xin Dai and
Liang Wang and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Wei Zhang and
Kwan{-}Liu Ma},
title = {How Does Attention Work in Vision Transformers? {A} Visual Analytics
Attempt},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {29},
number = {6},
pages = {2888--2900},
year = {2023}
}
@article{DBLP:journals/tvcg/Wang00YJ023,
author = {Junpeng Wang and
Liang Wang and
Yan Zheng and
Chin{-}Chia Michael Yeh and
Shubham Jain and
Wei Zhang},
title = {Learning-From-Disagreement: {A} Model Comparison and Visual Analytics
Framework},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {29},
number = {9},
pages = {3809--3825},
year = {2023}
}
@inproceedings{DBLP:conf/bigdataconf/DerYZWCZWZK23,
author = {Audrey Der and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Junpeng Wang and
Huiyuan Chen and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Eamonn J. Keogh},
title = {Time Series Synthesis Using the Matrix Profile for Anonymization},
booktitle = {{IEEE} Big Data},
pages = {1908--1911},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/bigdataconf/YehCDZFLWDZWZ23,
author = {Chin{-}Chia Michael Yeh and
Huiyuan Chen and
Xin Dai and
Yan Zheng and
Yujie Fan and
Vivian Lai and
Junpeng Wang and
Audrey Der and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang},
title = {Temporal Treasure Hunt: Content-based Time Series Retrieval System
for Discovering Insights},
booktitle = {{IEEE} Big Data},
pages = {1994--1997},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/bigdataconf/YehCFDZLWZWZK23,
author = {Chin{-}Chia Michael Yeh and
Huiyuan Chen and
Yujie Fan and
Xin Dai and
Yan Zheng and
Vivian Lai and
Junpeng Wang and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Eamonn J. Keogh},
title = {Ego-Network Transformer for Subsequence Classification in Time Series
Data},
booktitle = {{IEEE} Big Data},
pages = {1242--1247},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/bigdataconf/YehZPCZWWZPK23,
author = {Chin{-}Chia Michael Yeh and
Yan Zheng and
Menghai Pan and
Huiyuan Chen and
Zhongfang Zhuang and
Junpeng Wang and
Liang Wang and
Wei Zhang and
Jeff M. Phillips and
Eamonn J. Keogh},
title = {Sketching Multidimensional Time Series for Fast Discord Mining},
booktitle = {{IEEE} Big Data},
pages = {443--452},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/cikm/FanYC0WWDZZ23,
author = {Yujie Fan and
Chin{-}Chia Michael Yeh and
Huiyuan Chen and
Yan Zheng and
Liang Wang and
Junpeng Wang and
Xin Dai and
Zhongfang Zhuang and
Wei Zhang},
title = {Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal
Graph Neural Networks via Gradient Boosting},
booktitle = {{CIKM}},
pages = {504--513},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/cikm/YehCDZWLFDZWZP23,
author = {Chin{-}Chia Michael Yeh and
Huiyuan Chen and
Xin Dai and
Yan Zheng and
Junpeng Wang and
Vivian Lai and
Yujie Fan and
Audrey Der and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Jeff M. Phillips},
title = {An Efficient Content-based Time Series Retrieval System},
booktitle = {{CIKM}},
pages = {4909--4915},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/cikm/YehDCZFDLZWWZ23,
author = {Chin{-}Chia Michael Yeh and
Xin Dai and
Huiyuan Chen and
Yan Zheng and
Yujie Fan and
Audrey Der and
Vivian Lai and
Zhongfang Zhuang and
Junpeng Wang and
Liang Wang and
Wei Zhang},
title = {Toward a Foundation Model for Time Series Data},
booktitle = {{CIKM}},
pages = {4400--4404},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/cikm/ZhangWDJWFYZZZ23,
author = {Dongyu Zhang and
Liang Wang and
Xin Dai and
Shubham Jain and
Junpeng Wang and
Yujie Fan and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Zhongfang Zhuang and
Wei Zhang},
title = {FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular
Data},
booktitle = {{CIKM}},
pages = {3247--3256},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/cvpr/LiZTGYLLJWHLJLFLWCLZFSMZWZSPDTYWPCDZKV23,
author = {Yawei Li and
Yulun Zhang and
Radu Timofte and
Luc Van Gool and
Lei Yu and
Youwei Li and
Xinpeng Li and
Ting Jiang and
Qi Wu and
Mingyan Han and
Wenjie Lin and
Chengzhi Jiang and
Jinting Luo and
Haoqiang Fan and
Shuaicheng Liu and
Yucong Wang and
Minjie Cai and
Mingxi Li and
Yuhang Zhang and
Xianjun Fan and
Yankai Sheng and
Yanyu Mao and
Nihao Zhang and
Qian Wang and
Mingjun Zheng and
Long Sun and
Jinshan Pan and
Jiangxin Dong and
Jinhui Tang and
Zhongbao Yang and
Yan Wang and
Erlin Pan and
Qixuan Cai and
Xinan Dai and
Magauiya Zhussip and
Nikolay Kalyazin and
Dmitry Vyal and
Xueyi Zou and
Youliang Yan and
Heaseo Chung and
Jin Zhang and
Gaocheng Yu and
Feng Zhang and
Hongbin Wang and
Bohao Liao and
Zhibo Du and
Yu{-}Liang Wu and
Gege Shi and
Long Peng and
Yang Wang and
Yang Cao and
Zhengjun Zha and
Zhi{-}Kai Huang and
Yi{-}Chung Chen and
Yuan{-}Chun Chiang and
Hao{-}Hsiang Yang and
Wei{-}Ting Chen and
Hua{-}En Chang and
I{-}Hsiang Chen and
Chia{-}Hsuan Hsieh and
Sy{-}Yen Kuo and
Xin Liu and
Jiahao Pan and
Hongyuan Yu and
Weichen Yu and
Lin Ge and
Jiahua Dong and
Yajun Zou and
Zhuoyuan Wu and
Binnan Han and
Xiaolin Zhang and
Heng Zhang and
Xuanwu Yin and
Kunlong Zuo and
Weijian Deng and
Hongjie Yuan and
Zengtong Lu and
Mingyu Ouyang and
Wenzhuo Ma and
Nian Liu and
Hanyou Zheng and
Yuantong Zhang and
Junxi Zhang and
Zhenzhong Chen and
Garas Gendy and
Nabil Sabor and
Jingchao Hou and
Guanghui He and
Yurui Zhu and
Xi Wang and
Xueyang Fu and
Zheng{-}Jun Zha and
Daheng Yin and
Mengyang Liu and
Baijun Chen and
Ao Li and
Lei Luo and
Kangjun Jin and
Ce Zhu and
Xiaoming Zhang and
Chengxing Xie and
Linze Li and
Haiteng Meng and
Tianlin Zhang and
Tianrui Li and
Xiaole Zhao and
Zhao Zhang and
Baiang Li and
Huan Zheng and
Suiyi Zhao and
Yangcheng Gao and
Jiahuan Ren and
Kang Hu and
Jingpeng Shi and
Zhijian Wu and
Dingjiang Huang and
Jinchen Zhu and
Hui Li and
Qianru Xv and
Tianle Liu and
Gang Wu and
Junpeng Jiang and
Xianming Liu and
Junjun Jiang and
Mingjian Zhang and
Shizhuang Weng and
Jing Hu and
Chengxu Wu and
Qinrui Fan and
Chengming Feng and
Ziwei Luo and
Shu Hu and
Siwei Lyu and
Xi Wu and
Xin Wang},
title = {{NTIRE} 2023 Challenge on Efficient Super-Resolution: Methods and
Results},
booktitle = {{CVPR} Workshops},
pages = {1922--1960},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/dsie/YaoHYXTPFZZPC23,
author = {Yousheng Yao and
Zhihao Huang and
Fangtian Ying and
Yuan Xie and
E. Tang and
Xiqin Pan and
Fengping Feng and
Junpeng Zheng and
Junqi Zhan and
Jin Peng and
Haoteng Chen},
title = {{TIP} {CUP:} An Interactive System to Promote Tea-Drinking Activities},
booktitle = {{DSIE}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {383},
pages = {626--634},
publisher = {{IOS} Press},
year = {2023}
}
@inproceedings{DBLP:conf/dsie/YaoPYTHXHZPZC23,
author = {Yousheng Yao and
Xiqin Pan and
Fangtian Ying and
E. Tang and
Zhihao Huang and
Yuan Xie and
BinAo He and
Junpeng Zheng and
Jin Peng and
Jiaqi Zhang and
Haoteng Chen},
title = {MyCmp: Temporomandibular Joint Disorder Monitoring and Regulation
System},
booktitle = {{DSIE}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {383},
pages = {641--651},
publisher = {{IOS} Press},
year = {2023}
}
@inproceedings{DBLP:conf/dsie/YaoTYPXHZZPCF23,
author = {Yousheng Yao and
E. Tang and
Fangtian Ying and
Xiqin Pan and
Yuan Xie and
Zhihao Huang and
Junpeng Zheng and
Junqi Zhan and
Jin Peng and
Haoteng Chen and
Wenjing Feng},
title = {Mobile Agricultural Products Vending Vehicle with Autonomous Navigation
Selling on Town Roads},
booktitle = {{DSIE}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {383},
pages = {683--693},
publisher = {{IOS} Press},
year = {2023}
}
@inproceedings{DBLP:conf/dsie/YaoXYHTPZZPC23,
author = {Yousheng Yao and
Yuan Xie and
Fangtian Ying and
Zhihao Huang and
E. Tang and
Xiqin Pan and
Junpeng Zheng and
Junqi Zhan and
Jin Peng and
Haoteng Chen},
title = {{KYPHOTONE:} Wearable Hunchback Corrector for Women},
booktitle = {{DSIE}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {383},
pages = {560--570},
publisher = {{IOS} Press},
year = {2023}
}
@inproceedings{DBLP:conf/emnlp/LiJZ23,
author = {Junpeng Li and
Zixia Jia and
Zilong Zheng},
title = {Semi-automatic Data Enhancement for Document-Level Relation Extraction
with Distant Supervision from Large Language Models},
booktitle = {{EMNLP}},
pages = {5495--5505},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/AboagyeZSYWZCWZ23,
author = {Prince Osei Aboagye and
Yan Zheng and
Jack Shunn and
Chin{-}Chia Michael Yeh and
Junpeng Wang and
Zhongfang Zhuang and
Huiyuan Chen and
Liang Wang and
Wei Zhang and
Jeff M. Phillips},
title = {Interpretable Debiasing of Vectorized Language Representations with
Iterative Orthogonalization},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/icmla/YehDZWCFDZWZ23,
author = {Chin{-}Chia Michael Yeh and
Xin Dai and
Yan Zheng and
Junpeng Wang and
Huiyuan Chen and
Yujie Fan and
Audrey Der and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang},
title = {Multitask Learning for Time Series Data with 2D Convolution},
booktitle = {{ICMLA}},
pages = {9--16},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/pacificvis/ZhengWYFCWZ23,
author = {Yan Zheng and
Junpeng Wang and
Chin{-}Chia Michael Yeh and
Yujie Fan and
Huiyuan Chen and
Liang Wang and
Wei Zhang},
title = {EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding},
booktitle = {PacificVis},
pages = {217--221},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/pkdd/FanYCWZWDZZ23,
author = {Yujie Fan and
Chin{-}Chia Michael Yeh and
Huiyuan Chen and
Liang Wang and
Zhongfang Zhuang and
Junpeng Wang and
Xin Dai and
Yan Zheng and
Wei Zhang},
title = {Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting},
booktitle = {{ECML/PKDD} {(7)}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {210--225},
publisher = {Springer},
year = {2023}
}
@inproceedings{DBLP:conf/sigir/ChenYF0WLDY23,
author = {Huiyuan Chen and
Chin{-}Chia Michael Yeh and
Yujie Fan and
Yan Zheng and
Junpeng Wang and
Vivian Lai and
Mahashweta Das and
Hao Yang},
title = {Sharpness-Aware Graph Collaborative Filtering},
booktitle = {{SIGIR}},
pages = {2369--2373},
publisher = {{ACM}},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-13731,
author = {Yiran Li and
Junpeng Wang and
Xin Dai and
Liang Wang and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Wei Zhang and
Kwan{-}Liu Ma},
title = {How Does Attention Work in Vision Transformers? {A} Visual Analytics
Attempt},
journal = {CoRR},
volume = {abs/2303.13731},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-01913,
author = {Xin Dai and
Yujie Fan and
Zhongfang Zhuang and
Shubham Jain and
Chin{-}Chia Michael Yeh and
Junpeng Wang and
Liang Wang and
Yan Zheng and
Wei Zhang},
title = {{PDT:} Pretrained Dual Transformers for Time-aware Bipartite Graphs},
journal = {CoRR},
volume = {abs/2306.01913},
year = {2023}
}
@article{DBLP:journals/corr/abs-2307-08910,
author = {Huiyuan Chen and
Chin{-}Chia Michael Yeh and
Yujie Fan and
Yan Zheng and
Junpeng Wang and
Vivian Lai and
Mahashweta Das and
Hao Yang},
title = {Sharpness-Aware Graph Collaborative Filtering},
journal = {CoRR},
volume = {abs/2307.08910},
year = {2023}
}
@article{DBLP:journals/corr/abs-2308-01329,
author = {Yan Zheng and
Junpeng Wang and
Chin{-}Chia Michael Yeh and
Yujie Fan and
Huiyuan Chen and
Liang Wang and
Wei Zhang},
title = {EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding},
journal = {CoRR},
volume = {abs/2308.01329},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-03916,
author = {Chin{-}Chia Michael Yeh and
Xin Dai and
Huiyuan Chen and
Yan Zheng and
Yujie Fan and
Audrey Der and
Vivian Lai and
Zhongfang Zhuang and
Junpeng Wang and
Liang Wang and
Wei Zhang},
title = {Toward a Foundation Model for Time Series Data},
journal = {CoRR},
volume = {abs/2310.03916},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-03919,
author = {Chin{-}Chia Michael Yeh and
Huiyuan Chen and
Xin Dai and
Yan Zheng and
Junpeng Wang and
Vivian Lai and
Yujie Fan and
Audrey Der and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Jeff M. Phillips},
title = {An Efficient Content-based Time Series Retrieval System},
journal = {CoRR},
volume = {abs/2310.03919},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-03925,
author = {Chin{-}Chia Michael Yeh and
Xin Dai and
Yan Zheng and
Junpeng Wang and
Huiyuan Chen and
Yujie Fan and
Audrey Der and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang},
title = {Multitask Learning for Time Series Data with 2D Convolution},
journal = {CoRR},
volume = {abs/2310.03925},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-13818,
author = {Dongyu Zhang and
Liang Wang and
Xin Dai and
Shubham Jain and
Junpeng Wang and
Yujie Fan and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Zhongfang Zhuang and
Wei Zhang},
title = {FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular
Data},
journal = {CoRR},
volume = {abs/2310.13818},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-01016,
author = {Yiran Li and
Junpeng Wang and
Prince Osei Aboagye and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Liang Wang and
Wei Zhang and
Kwan{-}Liu Ma},
title = {Visual Analytics for Efficient Image Exploration and User-Guided Image
Captioning},
journal = {CoRR},
volume = {abs/2311.01016},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-02560,
author = {Chin{-}Chia Michael Yeh and
Huiyuan Chen and
Xin Dai and
Yan Zheng and
Yujie Fan and
Vivian Lai and
Junpeng Wang and
Audrey Der and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang},
title = {Temporal Treasure Hunt: Content-based Time Series Retrieval System
for Discovering Insights},
journal = {CoRR},
volume = {abs/2311.02560},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-02561,
author = {Chin{-}Chia Michael Yeh and
Huiyuan Chen and
Yujie Fan and
Xin Dai and
Yan Zheng and
Vivian Lai and
Junpeng Wang and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Eamonn J. Keogh},
title = {Ego-Network Transformer for Subsequence Classification in Time Series
Data},
journal = {CoRR},
volume = {abs/2311.02561},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-02563,
author = {Audrey Der and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Junpeng Wang and
Huiyuan Chen and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Eamonn J. Keogh},
title = {Time Series Synthesis Using the Matrix Profile for Anonymization},
journal = {CoRR},
volume = {abs/2311.02563},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-03393,
author = {Chin{-}Chia Michael Yeh and
Yan Zheng and
Menghai Pan and
Huiyuan Chen and
Zhongfang Zhuang and
Junpeng Wang and
Liang Wang and
Wei Zhang and
Jeff M. Phillips and
Eamonn J. Keogh},
title = {Sketching Multidimensional Time Series for Fast Discord Mining},
journal = {CoRR},
volume = {abs/2311.03393},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-07314,
author = {Junpeng Li and
Zixia Jia and
Zilong Zheng},
title = {Semi-automatic Data Enhancement for Document-Level Relation Extraction
with Distant Supervision from Large Language Models},
journal = {CoRR},
volume = {abs/2311.07314},
year = {2023}
}
@inproceedings{DBLP:conf/amta/AboagyeZYWZCWZP22,
author = {Prince Osei Aboagye and
Yan Zheng and
Chin{-}Chia Michael Yeh and
Junpeng Wang and
Zhongfang Zhuang and
Huiyuan Chen and
Liang Wang and
Wei Zhang and
Jeff M. Phillips},
title = {Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces},
booktitle = {{AMTA}},
pages = {200--214},
publisher = {Association for Machine Translation in the Americas},
year = {2022}
}
@inproceedings{DBLP:conf/bigdataconf/WangWZJYZEZ22,
author = {Liang Wang and
Junpeng Wang and
Yan Zheng and
Shubham Jain and
Chin{-}Chia Michael Yeh and
Zhongfang Zhuang and
Javid Ebrahimi and
Wei Zhang},
title = {Learning from Disagreement for Event Detection},
booktitle = {{IEEE} Big Data},
pages = {2411--2418},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/icbk/DerYWWZZWZK22,
author = {Audrey Der and
Chin{-}Chia Michael Yeh and
Renjie Wu and
Junpeng Wang and
Yan Zheng and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Eamonn J. Keogh},
title = {Matrix Profile {XXVII:} {A} Novel Distance Measure for Comparing Long
Time Series},
booktitle = {{ICKG}},
pages = {40--47},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iclr/AboagyeZYWZWYP22,
author = {Prince Osei Aboagye and
Yan Zheng and
Chin{-}Chia Michael Yeh and
Junpeng Wang and
Wei Zhang and
Liang Wang and
Hao Yang and
Jeff M. Phillips},
title = {Normalization of Language Embeddings for Cross-Lingual Alignment},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2022}
}
@inproceedings{DBLP:conf/interspeech/ZhengYLZZZF22,
author = {Weiqiao Zheng and
Ping Yang and
Rongfeng Lai and
Kongyang Zhu and
Tao Zhang and
Junpeng Zhang and
Hongcheng Fu},
title = {Exploring Multi-task Learning Based Gender Recognition and Age Estimation
for Class-imbalanced Data},
booktitle = {{INTERSPEECH}},
pages = {1983--1987},
publisher = {{ISCA}},
year = {2022}
}
@inproceedings{DBLP:conf/kdd/YehGZCEZWW022,
author = {Chin{-}Chia Michael Yeh and
Mengting Gu and
Yan Zheng and
Huiyuan Chen and
Javid Ebrahimi and
Zhongfang Zhuang and
Junpeng Wang and
Liang Wang and
Wei Zhang},
title = {Embedding Compression with Hashing for Efficient Representation Learning
in Large-Scale Graph},
booktitle = {{KDD}},
pages = {4391--4401},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/nips/SongZWGTSPCSCW22,
author = {Wenbin Song and
Mingrui Zhang and
Joseph G. Wallwork and
Junpeng Gao and
Zheng Tian and
Fanglei Sun and
Matthew D. Piggott and
Junqing Chen and
Zuoqiang Shi and
Xiang Chen and
Jun Wang},
title = {{M2N:} Mesh Movement Networks for {PDE} Solvers},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/sdm/Yeh0WCZ0K22,
author = {Chin{-}Chia Michael Yeh and
Yan Zheng and
Junpeng Wang and
Huiyuan Chen and
Zhongfang Zhuang and
Wei Zhang and
Eamonn J. Keogh},
title = {Error-bounded Approximate Time Series Joins using Compact Dictionary
Representations of Time Series},
booktitle = {{SDM}},
pages = {181--189},
publisher = {{SIAM}},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-07849,
author = {Junpeng Wang and
Liang Wang and
Yan Zheng and
Chin{-}Chia Michael Yeh and
Shubham Jain and
Wei Zhang},
title = {Learning-From-Disagreement: {A} Model Comparison and Visual Analytics
Framework},
journal = {CoRR},
volume = {abs/2201.07849},
year = {2022}
}
@article{DBLP:journals/corr/abs-2204-11188,
author = {Wenbin Song and
Mingrui Zhang and
Joseph G. Wallwork and
Junpeng Gao and
Zheng Tian and
Fanglei Sun and
Matthew D. Piggott and
Junqing Chen and
Zuoqiang Shi and
Xiang Chen and
Jun Wang},
title = {{M2N:} Mesh Movement Networks for {PDE} Solvers},
journal = {CoRR},
volume = {abs/2204.11188},
year = {2022}
}
@article{DBLP:journals/corr/abs-2208-05648,
author = {Chin{-}Chia Michael Yeh and
Mengting Gu and
Yan Zheng and
Huiyuan Chen and
Javid Ebrahimi and
Zhongfang Zhuang and
Junpeng Wang and
Liang Wang and
Wei Zhang},
title = {Embedding Compression with Hashing for Efficient Representation Learning
in Large-Scale Graph},
journal = {CoRR},
volume = {abs/2208.05648},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-02468,
author = {Prince Osei Aboagye and
Yan Zheng and
Chin{-}Chia Michael Yeh and
Junpeng Wang and
Zhongfang Zhuang and
Huiyuan Chen and
Liang Wang and
Wei Zhang and
Jeff M. Phillips},
title = {Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces},
journal = {CoRR},
volume = {abs/2212.02468},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-06146,
author = {Audrey Der and
Chin{-}Chia Michael Yeh and
Renjie Wu and
Junpeng Wang and
Yan Zheng and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang and
Eamonn J. Keogh},
title = {Matrix Profile {XXVII:} {A} Novel Distance Measure for Comparing Long
Time Series},
journal = {CoRR},
volume = {abs/2212.06146},
year = {2022}
}
@article{DBLP:journals/sensors/WuZL21,
author = {Junpeng Wu and
Yang Zheng and
Xiaoyi Li},
title = {Recent Progress in Self-Powered Sensors Based on Triboelectric Nanogenerators},
journal = {Sensors},
volume = {21},
number = {21},
pages = {7129},
year = {2021}
}
@article{DBLP:journals/wicomm/SuHGLSL21,
author = {Xiaolong Su and
Panhe Hu and
Zhenghui Gong and
Zhen Liu and
Junpeng Shi and
Xiang Li},
title = {Convolution Neural Networks for Localization of Near-Field Sources
via Symmetric Double-Nested Array},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2021},
pages = {9996780:1--9996780:8},
year = {2021}
}
@inproceedings{DBLP:conf/cikm/YehZWZEMWZ21,
author = {Chin{-}Chia Michael Yeh and
Zhongfang Zhuang and
Junpeng Wang and
Yan Zheng and
Javid Ebrahimi and
Ryan Mercer and
Liang Wang and
Wei Zhang},
title = {Online Multi-horizon Transaction Metric Estimation with Multi-modal
Learning in Payment Networks},
booktitle = {{CIKM}},
pages = {4331--4340},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/cis/ZhengC21,
author = {Li Zheng and
Junpeng Cui},
title = {A novel chaos sparrow search algorithm for {TSP} problem},
booktitle = {{CIS}},
pages = {392--396},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/icassp/ShiLWLHG21,
author = {Junpeng Shi and
Yongxiang Liu and
Fangqing Wen and
Zhen Liu and
Panhe Hu and
Zhenghui Gong},
title = {Generalized Thinned Coprime Array for {DOA} Estimation},
booktitle = {{ICASSP}},
pages = {4600--4604},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/nips/RathoreDSPZYWZ021,
author = {Archit Rathore and
Sunipa Dev and
Vivek Srikumar and
Jeff M. Phillips and
Yan Zheng and
Chin{-}Chia Michael Yeh and
Junpeng Wang and
Wei Zhang and
Bei Wang},
title = {An Interactive Visual Demo of Bias Mitigation Techniques for Word
Representations From a Geometric Perspective},
booktitle = {NeurIPS (Competition and Demos)},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {330--335},
publisher = {{PMLR}},
year = {2021}
}
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author = {Archit Rathore and
Sunipa Dev and
Jeff M. Phillips and
Vivek Srikumar and
Yan Zheng and
Chin{-}Chia Michael Yeh and
Junpeng Wang and
Wei Zhang and
Bei Wang},
title = {{VERB:} Visualizing and Interpreting Bias Mitigation Techniques for
Word Representations},
journal = {CoRR},
volume = {abs/2104.02797},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-10020,
author = {Chin{-}Chia Michael Yeh and
Zhongfang Zhuang and
Junpeng Wang and
Yan Zheng and
Javid Ebrahimi and
Ryan Mercer and
Liang Wang and
Wei Zhang},
title = {Online Multi-horizon Transaction Metric Estimation with Multi-modal
Learning in Payment Networks},
journal = {CoRR},
volume = {abs/2109.10020},
year = {2021}
}
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author = {Chin{-}Chia Michael Yeh and
Yan Zheng and
Junpeng Wang and
Huiyuan Chen and
Zhongfang Zhuang and
Wei Zhang and
Eamonn J. Keogh},
title = {Error-bounded Approximate Time Series Joins using Compact Dictionary
Representations of Time Series},
journal = {CoRR},
volume = {abs/2112.12965},
year = {2021}
}
@inproceedings{DBLP:conf/bigdataconf/YehZZWWZ20,
author = {Chin{-}Chia Michael Yeh and
Zhongfang Zhuang and
Yan Zheng and
Liang Wang and
Junpeng Wang and
Wei Zhang},
title = {Merchant Category Identification Using Credit Card Transactions},
booktitle = {{IEEE} BigData},
pages = {1736--1744},
publisher = {{IEEE}},
year = {2020}
}
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author = {Chin{-}Chia Michael Yeh and
Zhongfang Zhuang and
Yan Zheng and
Liang Wang and
Junpeng Wang and
Wei Zhang},
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pages = {9580--9586},
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Junpeng Shi and
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title = {Three-parallel co-prime array configuration for two-dimensional {DOA}
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booktitle = {{WCSP}},
pages = {1--5},
publisher = {{IEEE}},
year = {2017}
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Yuntao Pan and
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Hong Guo and
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Cheng Su and
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Yuntao Pan and
Nan Ma and
ZhiYu Hu and
Fei Shi and
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