Self-supervised multi-level trajectory representation model for field-road trajectory segmentation.

Ying Chen 0012 China Agricultural University, College of Information and Electrical Engineering, Beijing, China Hong Kong Polytechnic University, Department of Chinese and Bilingual Studies, Hong Kong Ying Chen Ying Chen 0001 IBM Almaden Research Center, San Jose, CA, USA University of Illinois at Urbana-Champaign, Department of Computer Science, Urbana, IL, USA Ying Chen 0002 Zhejiang University of Finance and Economics, School of Business Administration, Hangzhou, China Curtin University, Centre for Culture and Technology, Perth, WA, Australia University of Toledo, School of Business, OH, USA Donghua University, School of Business, Shanghai, China https://orcid.org/0000-0001-5569-102X Ying Chen 0003 University of Windsor, School of Computer Science, ON, Canada Ying Chen 0004 IBM China Research Laboratory, Beijing, China Southeast University Ying Chen 0005 China University of Mining and Technology, School of Computer Science and Technology, Xuzhou, China https://orcid.org/0000-0001-9444-1357 https://www.wikidata.org/entity/Q88985209 Ying Chen 0006 Nanjing University, School of Electronic Science and Engineering, China https://orcid.org/0000-0001-9086-2832 https://www.wikidata.org/entity/Q89437048 Ying Chen 0007 Beihang University, School of Reliability and Systems Engineering, Beijing, China https://orcid.org/0000-0002-6527-4251 Ying Chen 0008 Zhejiang University, College of Information Science and Electronic Engineering, Hangzhou, China https://orcid.org/0000-0002-7769-216X Ying Chen 0009 National University of Singapore and National University Health System, Saw Swee Hock School of Public Health, Singapore https://orcid.org/0000-0001-7876-4877 Ying Chen 0010 Beijing Information Science and Technology University, School of Computer Science, Beijing, China Tsinghua University, Department of Computer Science and Technology, Beijing, China https://orcid.org/0000-0002-0844-0882 https://orcid.org/0000-0003-1500-8948 https://www.wikidata.org/entity/Q130852494 Ying Chen 0011 Qualcomm, Inc., Multimedia Research and Development and Standards Group, San Diego, CA, USA Tampere University of Technology, Department of Signal Processing, Tampere, Finland https://damo.alibaba.com/labs/intelligent-transportation https://www.linkedin.com/in/ying-chen-31834a12 https://orcid.org/0000-0002-1620-9904 https://www.wikidata.org/entity/Q130940089 Ying Chen 0013 Southeast University, School of Information Science and Engineering, Nanjing, China Ying Chen 0014 Jiangnan University, Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education), Wuxi, China Southern Yangtze University, School of Communication and Control Engineering, Wuxi, China http://iot.jiangnan.edu.cn/info/1084/3383.htm https://orcid.org/0000-0002-1674-0869 Ying Chen 0015 Nanjing University of Science and Technology, School of Foreign Studies, Nanjing, China University of Oregon, Department of Linguistics, Eugene, OR, USA https://www.researchgate.net/profile/Ying_Chen34 Ying Chen 0016 University of South Australia, Institute for Telecommunications Research, Adelaide, Australia National ICT Australia, Wireless Signal Processing Program, Canberra, Australia https://www.researchgate.net/profile/Ying_Chen61 Ying Chen 0017 Tsinghua University, Department of Electrical Engineering, State Key Laboratory of Power System, Beijing, China https://www.tsinghua.edu.cn/publish/eeaen/1699/2010/20101216104922249240653/20101216104922249240653_.html https://scholar.google.com/citations?user=JKSlGMkAAAAJ https://orcid.org/0000-0001-7379-5025 Ying Chen 0018 Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition, Beijing, China Beijing Electronic Science and Technology Institute, Department of Basic Sciences, Beijing, China Ying Chen 0019 University of Tokyo, Tokyo, Japan University of Aizu, Aizu Research Cluster for Medical Engineering and Informatics, Fukushima, Japan https://orcid.org/0009-0003-0127-314X Ying Chen 0020 University of Southern California, Department of Aerospace and Mechanical Engineering, Los Angeles, CA, USA https://orcid.org/0000-0003-1132-7183 Ying Chen 0021 Beijing University of Posts and Telecommunications, School of Information and Communication Engineering, China https://ieeexplore.ieee.org/author/37086256429 Ying Chen 0022 Huawei Technologies Co., Ltd., Hangzhou, China Ying Chen 0023 Nanchang Hangkong University, School of Software, China Jilin University, School of Computer and Science, Changchun, China https://ieeexplore.ieee.org/author/37086848906 https://orcid.org/0000-0002-1914-8780 https://www.wikidata.org/entity/Q87589071 Ying Chen 0024 https://orcid.org/0009-0001-4634-0882 RWTH Aachen University, Aachen, Germany Ying Chen 0025 https://orcid.org/0000-0003-3888-3323 University of Southampton, Southampton, UK Ying Chen 0026 https://orcid.org/0009-0007-1232-1679 Hangzhou Dianzi University, Hangzhou, China Ying Chen 0027 https://orcid.org/0000-0003-3522-8622 Zhejiang Normal University, Jinhua, China Ying Chen 0028 https://orcid.org/0000-0001-9230-1668 National University of Defense Technology, Changsha, China Ying Chen 0029 https://orcid.org/0009-0003-0443-5503 Nanjing University of Science and Technology, Nanjing, China Ying Chen 0030 https://orcid.org/0000-0002-5631-4581 Wuhan University, Wuhan, Hubei, China Ying Chen 0031 https://orcid.org/0000-0001-6772-1636 Institute of Microelectronics, Chinese Academy of Sciences, China Ying Chen 0032 https://orcid.org/0000-0002-2866-5034 Shanghai Institute of Technology, China Ying Chen 0033 https://orcid.org/0000-0003-2611-333X Beijing University of Technology, Beijing, China Ying Chen 0034 https://orcid.org/0000-0001-6604-6106 https://www.wikidata.org/entity/Q130838173 Nankai University, Tianjin, China Ying Chen 0035 https://orcid.org/0000-0002-0918-4091 Wuhan University, Wuhan, China Ying Chen 0036 https://orcid.org/0000-0002-9325-2543 South China University of Technology, Guangzhou, China Ying Chen 0037 https://orcid.org/0000-0003-2177-9749 Sichuan Agricultural University, Chengdu, Sichuan, China Ying Chen 0038 https://orcid.org/0009-0006-0819-5756 Shenzhen University, Shenzhen, Guangdong, China Ying Chen 0039 https://orcid.org/0009-0007-3359-6540 Nanjing University of Information Science and Technology, Nanjing, China Ying Chen 0040 https://orcid.org/0009-0000-5115-4745 Sanda University, Shanghai, China Ying Chen 0041 https://orcid.org/0009-0006-2681-1479 RMIT University, Melbourne, Australia Ying Chen 0042 https://orcid.org/0000-0002-4819-4612 University of South China, Hengyang, Hunan, China Ying Chen 0043 https://orcid.org/0000-0002-8894-0085 Hainan Medical College, Haikou, Hainan, China Ying Chen 0044 https://orcid.org/0000-0003-2319-4517 Institute of Microelectronics, Chinese Academy of Science, Beijing, China Ying Chen 0045 https://orcid.org/0000-0002-1581-5996 Fudan University, Shanghai, China Ying Chen 0046 https://orcid.org/0000-0002-5636-2591 Changzhou University, Changzhou, Jiangsu, China Ying Chen 0047 https://orcid.org/0000-0002-5919-743X Keele University, Keele, Staffordshire, UK Ying Chen 0048 https://orcid.org/0000-0001-6044-2351 University of California, Riverside, CA, USA Ying Chen 0049 https://orcid.org/0009-0004-5299-6783 Haikou power supply Bureau, China Ying Chen 0050 https://orcid.org/0009-0006-0336-3132 Korea Institute for Humanities and Social Sciences, Seoul, Korea Ying Chen 0051 https://orcid.org/0000-0001-8801-4906 Jilin Engineering Normal University, Changchun, Jilin, China Ying Chen 0052 https://orcid.org/0009-0001-0412-8357 Pazhou Lab, Guangzhou, China Ying Chen 0053 https://orcid.org/0009-0005-1479-7801 Beihang University, Beijing, China

Xiaoqiang Zhang 0004 Qianrun Wei Bingbing Hu Liwei Pan Caicong Wu Claus Aage Grøn Sørensen Ying Chen 0012 Kun Zhou Self-supervised multi-level trajectory representation model for field-road trajectory segmentation. 2026 114378 172 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2026.114378 db/journals/eaai/eaai172.html#ZhangWHPWSCZ26 streams/journals/eaai

Ying Chen 0012 Lei Quan Xiaoqiang Zhang 0004 Kun Zhou Caicong Wu Field-road classification for GNSS recordings of agricultural machinery using pixel-level visual features. 107937 2023 July 210 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2023.107937 db/journals/cea/cea210.html#ChenQZZW23

Linqin Li Zicheng Li Ying Chen 0012 Shoushan Li Guodong Zhou 0001 Prompt-Free Few-Shot Learning with ELECTRA for Acceptability Judgment. 43-54 2023 NLPCC (2) https://doi.org/10.1007/978-3-031-44696-2_4 conf/nlpcc/2023-2 db/conf/nlpcc/nlpcc2023-2.html#LiLCLZ23

Ying Chen 0012 Guangyuan Li Xiaoqiang Zhang 0004 Jiepeng Jia Kun Zhou Caicong Wu Identifying field and road modes of agricultural Machinery based on GNSS Recordings: A graph convolutional neural network approach. 107082 2022 July 198 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2022.107082 db/journals/cea/cea198.html#ChenLZJZW22

Xiaoqiang Zhang 0004 Ying Chen 0012 Jiepeng Jia Kaiming Kuang Yubin Lan Caicong Wu Multi-view density-based field-road classification for agricultural machinery: DBSCAN and object detection. 107263 2022 200 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2022.107263 db/journals/cea/cea200.html#ZhangCJKLW22

Lingfeng Shen Shoushan Li Ying Chen 0012 KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification. 11294-11302 2022 AAAI https://doi.org/10.1609/aaai.v36i10.21380 conf/aaai/2022 db/conf/aaai/aaai2022.html#ShenL022

Ying Chen 0012 Xiaoqiang Zhang 0004 Caicong Wu Guangyuan Li Field-road trajectory segmentation for agricultural machinery based on direction distribution. 106180 2021 186 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2021.106180 db/journals/cea/cea186.html#ChenZWL21

Xiaoqiang Zhang 0004 Ying Chen 0012 Guangyuan Li Multi-modal Sarcasm Detection Based on Contrastive Attention Mechanism. 822-833 2021 NLPCC (1) https://doi.org/10.1007/978-3-030-88480-2_66 conf/nlpcc/2021-1 db/conf/nlpcc/nlpcc2021-1.html#ZhangCL21

Xiaoqiang Zhang 0004 Ying Chen 0012 Guangyuan Li Multi-Modal Sarcasm Detection Based on Contrastive Attention Mechanism. 2021 abs/2109.15153 CoRR https://arxiv.org/abs/2109.15153 db/journals/corr/corr2109.html#abs-2109-15153

Ying Chen 0012 Wenjun Hou Shoushan Li Caicong Wu Xiaoqiang Zhang 0004 End-to-End Emotion-Cause Pair Extraction with Graph Convolutional Network. 198-207 2020 COLING https://doi.org/10.18653/v1/2020.coling-main.17 https://aclanthology.org/2020.coling-main.17/ conf/coling/2020 db/conf/coling/coling2020.html#ChenHLWZ20

Liangqing Wu Dong Zhang 0013 Shoushan Li Ying Chen 0012 基于多任务学习的多模态情绪识别方法 (Multi-modal Emotion Recognition Approach Based on Multi-task Learning). 284-290 2019 46 计算机科学 11 https://doi.org/10.11896/jsjkx.180901665 http://www.jsjkx.com/EN/10.11896/jsjkx.180901665 db/journals/jsjkx/jsjkx46.html#WuZLC19

Ying Chen 0012 Wenjun Hou Xiyao Cheng Shoushan Li Joint Learning for Emotion Classification and Emotion Cause Detection. 646-651 2018 EMNLP https://doi.org/10.18653/v1/d18-1066 https://aclanthology.org/D18-1066/ conf/emnlp/2018 db/conf/emnlp/emnlp2018.html#ChenHCL18 Ying Chen 0012 Wenjun Hou Xiyao Cheng Hierarchical Convolution Neural Network for Emotion Cause Detection on Microblogs. 115-122 2018 ICANN (1) https://doi.org/10.1007/978-3-030-01418-6_12 conf/icann/2018-1 db/conf/icann/icann2018-1.html#ChenHC18

Xiyao Cheng Ying Chen 0012 Bixiao Cheng Shoushan Li Guodong Zhou 0001 An Emotion Cause Corpus for Chinese Microblogs with Multiple-User Structures. 6:1-6:19 2017 17 ACM Trans. Asian Low Resour. Lang. Inf. Process. 1 https://doi.org/10.1145/3132684 db/journals/talip/talip17.html#ChengCCLZ17

Suyang Zhu Shoushan Li Ying Chen 0012 Guodong Zhou 0001 Corpus Fusion for Emotion Classification. 3287-3297 2016 COLING https://aclanthology.org/C16-1310/ conf/coling/2016 db/conf/coling/coling2016.html#ZhuLCZ16 Jun Peng Yaru Du Ying Chen 0012 Ming Zhao Bei Pei Medical Ontology Learning Based on Web Resources. 116-119 2015 IEEE WISA https://doi.org/10.1109/WISA.2015.10 https://doi.ieeecomputersociety.org/10.1109/WISA.2015.10 https://orkg.org/orkg/resource/R142487 conf/IEEEwisa/2015 db/conf/IEEEwisa/wisa2015.html#PengDCZP15 Ying Chen 0012 Bei Pei Weakly-Supervised Occupation Detection for Micro-blogging Users. 299-310 2014 NLPCC https://doi.org/10.1007/978-3-662-45924-9_27 conf/nlpcc/2014 db/conf/nlpcc/nlpcc2014.html#ChenP14

Sophia Yat Mei Lee Ying Chen 0012 Chu-Ren Huang Shoushan Li Detecting Emotion Causes with a Linguistic Rule-Based Approach. 390-416 2013 29 Comput. Intell. 3 https://doi.org/10.1111/j.1467-8640.2012.00459.x https://www.wikidata.org/entity/Q57747177 db/journals/ci/ci29.html#LeeCHL13

Ying Chen 0012 Sophia Yat Mei Lee Chu-Ren Huang A robust web personal name information extraction system. 2690-2699 2012 39 Expert Syst. Appl. 3 https://doi.org/10.1016/j.eswa.2011.08.125 https://www.wikidata.org/entity/Q57747205 db/journals/eswa/eswa39.html#ChenLH12

Ying Chen 0012 Peng Jin Wenjie Li 0002 Chu-Ren Huang The Chinese Persons Name Diambiguation Evaluation: Exploration of Personal Name Disambiguation in Chinese News. 2010 CIPS-SIGHAN https://aclanthology.org/W10-4152/ conf/acl-sighan/2010 db/conf/acl-sighan/acl-sighan2010.html#ChenJLH10 Chu-Ren Huang Ying Chen 0012 Sophia Yat Mei Lee Textual Emotion Processing From Event Analysis. 2010 CIPS-SIGHAN https://aclanthology.org/W10-4102/ conf/acl-sighan/2010 db/conf/acl-sighan/acl-sighan2010.html#HuangCL10 Ying Chen 0012 Sophia Yat Mei Lee Shoushan Li Chu-Ren Huang Emotion Cause Detection with Linguistic Constructions. 179-187 2010 COLING https://aclanthology.org/C10-1021/ conf/coling/2010 db/conf/coling/coling2010.html#ChenLLH10 Shoushan Li Sophia Yat Mei Lee Ying Chen 0012 Chu-Ren Huang Guodong Zhou 0001 Sentiment Classification and Polarity Shifting. 635-643 2010 COLING https://aclanthology.org/C10-1072/ conf/coling/2010 db/conf/coling/coling2010.html#LiLCHZ10 Ying Chen 0012 Chu-Ren Huang Exploring personal name disambiguation from name understanding. 345-349 2010 IUCS https://doi.org/10.1109/IUCS.2010.5666185 https://www.wikidata.org/entity/Q57747225 conf/iucs/2010 db/conf/iucs/iucs2010.html#ChenH10 Sophia Yat Mei Lee Ying Chen 0012 Shoushan Li Chu-Ren Huang Emotion Cause Events: Corpus Construction and Analysis. 2010 LREC http://www.lrec-conf.org/proceedings/lrec2010/summaries/322.html conf/lrec/2010 db/conf/lrec/lrec2010.html#LeeCLH10 Ying Chen 0012 Sophia Yat Mei Lee Chu-Ren Huang A Cognitive-based Annotation System for Emotion Computing. 1-9 2009 Linguistic Annotation Workshop https://aclanthology.org/W09-3001/ conf/acllaw/2009 db/conf/acllaw/law2009.html#ChenLH09 Ying Chen 0012 Sophia Yat Mei Lee Chu-Ren Huang An Integrated Approach to Heterogeneous Data for Information Extraction. 82-91 2009 PACLIC https://aclanthology.org/Y09-1010/ conf/paclic/2009 db/conf/paclic/paclic2009.html#ChenLH09 Ying Chen 0012 Sophia Yat Mei Lee Chu-Ren Huang Are Emotions Enumerable or Decomposable? And its Implications for Emotion Processing. 92-100 2009 PACLIC https://aclanthology.org/Y09-1011/ conf/paclic/2009 db/conf/paclic/paclic2009.html#ChenLH09a Sophia Yat Mei Lee Ying Chen 0012 Chu-Ren Huang Cause Event Representations for Happiness and Surprise. 297-306 2009 PACLIC https://aclanthology.org/Y09-1032/ conf/paclic/2009 db/conf/paclic/paclic2009.html#LeeCH09 Bixiao Cheng Xiyao Cheng Yaru Du Wenjun Hou Bingbing Hu Chu-Ren Huang Jiepeng Jia Peng Jin Kaiming Kuang Yubin Lan Sophia Yat Mei Lee Guangyuan Li Linqin Li Shoushan Li Wenjie Li 0002 Zicheng Li Liwei Pan Bei Pei Jun Peng Lei Quan Lingfeng Shen Claus Grøn SørensenClaus Aage Grøn Sørensen Qianrun Wei Caicong Wu Liangqing Wu Dong Zhang 0013 Xiaoqiang Zhang 0004 Ming Zhao Guodong Zhou 0001 Kun Zhou Suyang Zhu