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2020 – today
- 2024
[c93]Zhilin Lu, Jingming Liu, Ruihong Luo, Chunping Li:
Reinforcement Learning with Balanced Clinical Reward for Sepsis Treatment. AIME (1) 2024: 161-171- [c92]Bowen Zhang, Chunping Li:
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss. EMNLP 2024: 11882-11893 - [c91]Bowen Zhang, Chunping Li:
Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity. EMNLP 2024: 14290-14302 - [c90]Bowen Zhang, Kehua Chang, Chunping Li:
CoT-BERT: Enhancing Unsupervised Sentence Representation Through Chain-of-Thought. ICANN (7) 2024: 148-163 - [c89]Bowen Zhang, Kehua Chang, Chunping Li:
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models. ICIC (LNAI 3) 2024: 52-64 - [c88]Silan Zhao, Chunping Li:
COREX: Document-level Relation Extraction Framework with Consistent Two-Hop Reasoning and Evidence Sentence Prediction. IJCNN 2024: 1-8 - [i10]Bowen Zhang, Kehua Chang, Chunping Li:
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models. CoRR abs/2404.03921 (2024) - [i9]Bowen Zhang, Chunping Li:
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss. CoRR abs/2406.05326 (2024) - [i8]Bowen Zhang, Chunping Li:
Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity. CoRR abs/2406.09790 (2024) - 2023
- [j16]Bei Luo
, Raymond Y. K. Lau, Chunping Li:
Emotion-regulatory chatbots for enhancing consumer servicing: An interpersonal emotion management approach. Inf. Manag. 60(5): 103794 (2023) - [j15]Youfang Han, Fei Pan, Hainan Song, Ruihong Luo, Chunping Li, Hongying Pi, Jianrong Wang, Tanshi Li:
Intelligent injury prediction for traumatic airway obstruction. Medical Biol. Eng. Comput. 61(1): 139-153 (2023) - [c87]Ruihong Luo, Minghui Gong, Chunping Li:
PT3: A Transformer-based Model for Sepsis Death Risk Prediction via Vital Signs Time Series. IJCNN 2023: 1-9 - [i7]Bowen Zhang, Kehua Chang, Chunping Li:
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought. CoRR abs/2309.11143 (2023) - 2022
- [j14]Minghui Gong, Jingming Liu, Chunping Li, Wei Guo, Ruolin Wang, Zheng Chen:
Early warning model for death of sepsis via length insensitive temporal convolutional network. Medical Biol. Eng. Comput. 60(3): 875-885 (2022) - [j13]Bei Luo, Raymond Y. K. Lau, Chunping Li, Yain-Whar Si:
A critical review of state-of-the-art chatbot designs and applications. WIREs Data Mining Knowl. Discov. 12(1) (2022) - [c86]Ruolin Wang, Jingming Liu, Zheng Chen, Minghui Gong, Chunping Li, Wei Guo:
The Transition Law of Sepsis Patients' Illness States Based on Complex Network. AIME 2022: 321-331 - [c85]Chunping Li, Soonja Yeom, Julian R. Dermoudy, Kristy de Salas:
Cognitive Load Measurement in the Impact of VR Intervention in Learning. ICALT 2022: 325-329 - [c84]Chunping Li, Mingxi Li, Chuan-Liang Huang, Yi-Tong Tseng, Soo-Hyung Kim, Soonja Yeom:
Educational Data Mining in Prediction of Students' Learning Performance: A Scoping Review. WCCE 2022: 361-372 - [i6]Youfang Han, Chunping Li:
Entity Matching by Pool-based Active Learning. CoRR abs/2211.00311 (2022) - 2021
- [j12]Cheng Cheng, Chunping Li, Youfang Han, Yan Zhu:
A semi-supervised deep learning image caption model based on Pseudo Label and N-gram. Int. J. Approx. Reason. 131: 93-107 (2021) - [c83]Xiaobao Wu, Chunping Li, Yishu Miao:
Discovering Topics in Long-tailed Corpora with Causal Intervention. ACL/IJCNLP (Findings) 2021: 175-185 - [c82]Liangzi Rong, Chunping Li:
Coarse- and Fine-grained Attention Network with Background-aware Loss for Crowd Density Map Estimation. WACV 2021: 3674-3683 - 2020
- [j11]Jingming Liu, Minghui Gong, Wei Guo, Chunping Li, Hui Wang, Shuai Zhang, Christopher Nugent:
Dose Regulation Model of Norepinephrine Based on LSTM Network and Clustering Analysis in Sepsis. Int. J. Comput. Intell. Syst. 13(1): 717-726 (2020) - [c81]Xiaobao Wu, Chunping Li, Yan Zhu, Yishu Miao:
Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder. EMNLP (1) 2020: 1772-1782 - [c80]Liangzi Rong, Chunping Li:
Adaptive Depth Network for Crowd Counting And Beyond. ICME Workshops 2020: 1-6 - [c79]Xiaobao Wu, Chunping Li, Yan Zhu, Yishu Miao:
Learning Multilingual Topics with Neural Variational Inference. NLPCC (1) 2020: 840-851 - [i5]Liangzi Rong, Chunping Li:
Coarse- and Fine-grained Attention Network with Background-aware Loss for Crowd Density Map Estimation. CoRR abs/2011.03721 (2020) - [i4]Liangzi Rong, Chunping Li:
A Strong Baseline for Crowd Counting and Unsupervised People Localization. CoRR abs/2011.03725 (2020)
2010 – 2019
- 2019
- [j10]Chen Sun, Chunping Li, Yan Zhu:
A Novel Convolutional Neural Network Based Localization System for Monocular Images. Int. J. Softw. Sci. Comput. Intell. 11(2): 38-50 (2019) - [j9]Min Tang, Jian Jin, Ying Liu, Chunping Li, Weiwen Zhang:
Integrating Topic, Sentiment, and Syntax for Modeling Online Reviews: A Topic Model Approach. J. Comput. Inf. Sci. Eng. 19(1) (2019) - [c78]Xiaobao Wu, Chunping Li:
Short Text Topic Modeling with Flexible Word Patterns. IJCNN 2019: 1-7 - [c77]Federico Cruciani, Chen Sun, Shuai Zhang, Chris D. Nugent, Chunping Li, Shaoxu Song, Cheng Cheng, Ian Cleland, Paul J. McCullagh:
A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 166-171 - 2018
- [c76]Hui Yuan, Raymond Y. K. Lau, Michael C. S. Wong, Chunping Li:
Mining Emotions of the Public from Social Media for Enhancing Corporate Credit Rating. ICEBE 2018: 25-30 - [c75]Ruting Duan, Chunping Li:
An Adaptive Dirichlet Multinomial Mixture Model for Short Text Streaming Clustering. WI 2018: 49-55 - 2017
- [j8]Md. Ileas Pramanik, Raymond Y. K. Lau, Wei T. Yue, Yunming Ye, Chunping Li:
Big data analytics for security and criminal investigations. WIREs Data Mining Knowl. Discov. 7(4) (2017) - [c74]Zhen Ouyang, Chen Sun, Chunping Li:
A Neural Autoregressive Framework for Collaborative Filtering. ISNN (2) 2017: 274-281 - [i3]Xingjun Ma, Chunping Li, James Bailey, Sudanthi N. R. Wijewickrema:
Finding Influentials in Twitter: A Temporal Influence Ranking Model. CoRR abs/1703.01468 (2017) - 2016
- [c73]Md. Ileas Pramanik, Wenping Zhang, Raymond Y. K. Lau, Chunping Li:
A Framework for Criminal Network Analysis Using Big Data. ICEBE 2016: 17-23 - [c72]Hao Du, Yongchi Su, Chunping Li:
Discriminative Sequential Pattern Mining for Software Failure Detection. INFOS 2016: 153-158 - [c71]Daoyuan Jia, Yongchi Su, Chunping Li:
Image retrieval by geological proximity using deep neural network. INISTA 2016: 1-6 - [i2]Daoyuan Jia, Yongchi Su, Chunping Li:
Deep Convolutional Neural Network for 6-DOF Image Localization. CoRR abs/1611.02776 (2016) - 2015
- [j7]Wenping Zhang, Chunping Li, Yunming Ye, Wenjie Li, Eric W. T. Ngai:
Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction. IEEE Intell. Syst. 30(2): 26-33 (2015) - [c70]Runfeng Zhang, Chunping Li:
Motion Sequence Recognition with Multi-sensors Using Deep Convolutional Neural Network. ECC 2015: 13-23 - [c69]Di Wu, Chunping Li, Raymond Y. K. Lau:
Topic Based Information Diffusion Prediction Model with External Trends. ICEBE 2015: 29-36 - [c68]Runfeng Zhang, Chunping Li, Daoyuan Jia:
A New Multi-channels Sequence Recognition Framework Using Deep Convolutional Neural Network. INNS Conference on Big Data 2015: 383-390 - [c67]Shaoxu Song, Chunping Li, Xiaoquan Zhang:
Turn Waste into Wealth: On Simultaneous Clustering and Cleaning over Dirty Data. KDD 2015: 1115-1124 - 2014
- [j6]Yi Cai, Raymond Y. K. Lau, Stephen S. Y. Liao, Chunping Li, Ho-fung Leung, Louis C. K. Ma:
Object typicality for effective Web of Things recommendations. Decis. Support Syst. 63: 52-63 (2014) - [j5]Raymond Y. K. Lau, Chunping Li, Stephen S. Y. Liao:
Social analytics: Learning fuzzy product ontologies for aspect-oriented sentiment analysis. Decis. Support Syst. 65: 80-94 (2014) - [c66]Wenping Zhang, Raymond Y. K. Lau, Chunping Li:
Adaptive Big Data Analytics for Deceptive Review Detection in Online Social Media. ICIS 2014 - [c65]Hao Du, Chunping Li, Hui Wang:
Mining Multiple Discriminative Patterns in Software Behavior Analysis. UCAmI 2014: 511-518 - 2013
- [j4]Chunping Li, Ziniu Chen, Hao Du, Hui Wang, George Wilkie, Juan Carlos Augusto, Jun Liu:
Using Pattern Position Distribution for Software Failure Detection. Int. J. Comput. Intell. Syst. 6(2): 234-243 (2013) - [j3]Liyan Zhang, Jie Xu, Chunping Li:
A random-walk based recommendation algorithm considering item categories. Neurocomputing 120: 391-396 (2013) - [j2]Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li, Chengbo Zhang:
Generating virtual ratings from chinese reviews to augment online recommendations. ACM Trans. Intell. Syst. Technol. 4(1): 9:1-9:17 (2013) - [c64]Tong Zhao, Chunping Li, Mengya Li, Qiang Ding, Li Li:
Social recommendation incorporating topic mining and social trust analysis. CIKM 2013: 1643-1648 - [c63]Jian Wu, Chunping Li, Yishu Miao, Shaoxu Song, Li Li, Qiang Ding:
Context-aware reasoning middle ware applied in the mobile environment. ICMLC 2013: 1829-1835 - [c62]Lili Yang, Chunping Li, Qiang Ding, Li Li:
Combining Lexical and Semantic Features for Short Text Classification. KES 2013: 78-86 - [c61]Tong Zhao, Naiwen Bian, Chunping Li, Mengya Li:
Topic-Level Expert Modeling in Community Question Answering. SDM 2013: 776-784 - [c60]Lili Yang, Chunping Li, Qiang Ding, Li Li:
Discovering Correlated Entities from News Archives. WISE (2) 2013: 174-187 - 2012
- [j1]Ying Liu, Hui Zhang, Chunping Li, Roger Jianxin Jiao:
Workflow simulation for operational decision support using event graph through process mining. Decis. Support Syst. 52(3): 685-697 (2012) - [c59]Yishu Miao, Chunping Li, Qiang Ding, Li Li:
Research on Mining Common Concern via Infinite Topic Modelling. Web Intelligence/IAT Workshops 2012: 180-184 - [c58]Yishu Miao, Chunping Li, Hui Wang, Lu Zhang:
Infinite Topic Modelling for Trend Tracking - Hierarchical Dirichlet Process Approaches with Wikipedia Semantic based Method. KDIR 2012: 35-44 - [c57]Tong Zhao, Chunping Li, Mengya Li:
Wikipedia-Based Efficient Sampling Approach for Topic Model. INC 2012: 217-227 - [c56]Zhou Sun, Chao Gu, Chunping Li:
A Customized Dependency Tree Kernel for Effective Sentiment Classification. KES 2012: 532-544 - [c55]Tong Zhao, Chunping Li, Mengya Li, Siyang Wang, Qiang Ding, Li Li:
Predicting Best Responder in Community Question Answering Using Topic Model Method. Web Intelligence 2012: 457-461 - [c54]Wenping Zhang, Raymond Y. K. Lau, Yunqing Xia, Chunping Li, Wenjie Li:
Latent Business Networks Mining: A Probabilistic Generative Model. Web Intelligence 2012: 558-562 - 2011
- [c53]Ziniu Chen, Jian Wang, Yujian Zhou, Chunping Li:
An Improvement for Fast-Flux Service Networks Detection Based on Data Mining Techniques. RSFDGrC 2011: 302-309 - [c52]Juan Carlos Augusto, George Wilkie, Hui Wang, Jun Liu, Chunping Li:
Using Models to Assess Impact of Defective Software. IVM/FTMDD/RTSOABIS/MSVVEIS 2011: 71-77 - [c51]Jiaxun Wang, Chunping Li:
An iterative voting method based on word density for text classification. WIMS 2011: 53 - [e3]Markus Helfert, Mouzhi Ge, Luís Ferreira Pires, Slimane Hammoudi, Farouk Toumani, Valérie Monfort, Wassim Jaziri, Manuel I. Capel Tuñón, Chunping Li:
IVM, FTMDD, RTSOABIS & MSVVEIS 2011 - Proceedings of the International Joint Workshop on Information Value Management, Future Trends of Model-Driven Development, Recent Trends in SOA Based Information Systems and Modelling and Simulation, Verification and Validation of Enterprise Information Systems, In conjunction with ICEIS 2011, Beijing, China, June, 2011. SciTePress 2011, ISBN 978-989-8425-60-7 [contents] - 2010
- [c50]Wei Wang, Chunping Li:
A Core-based Community Detection Algorithm for Networks. CASoN 2010: 607-610 - [c49]Yajie Miao, Chunping Li, Jie Tang, Lili Zhao:
Identifying new categories in community question answering archives: a topic modeling approach. CIKM 2010: 1673-1676 - [c48]Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li:
Augmenting Chinese Online Video Recommendations by Using Virtual Ratings Predicted by Review Sentiment Classification. ICDM Workshops 2010: 1143-1150 - [c47]Liu Yang, Chunping Li, Ming Gu:
A Domain-related Authority Model for Web Pages based on Source and Related Information. ICSOFT (1) 2010: 245-253 - [c46]Yajie Miao, Xin Su, Chunping Li:
Improving Question Answering Based on Query Expansion with Wikipedia. ICTAI (2) 2010: 233-240 - [c45]Hui Zhang, Ying Liu, Chunping Li, Roger Jianxin Jiao:
A Novel Approach of Process Mining with Event Graph. KES (1) 2010: 131-140 - [c44]Lili Zhao, Chunping Li:
MindDigger: Feature Identification and Opinion Association for Chinese Movie Reviews. KSEM 2010: 449-458 - [c43]Yajie Miao, Chunping Li:
Mining Wikipedia and Yahoo! Answers for Question Expansion in Opinion QA. PAKDD (1) 2010: 367-374 - [c42]Yajie Miao, Chunping Li, Liu Yang, Lili Zhao, Ming Gu:
Evaluating Importance of Websites on News Topics. PRICAI 2010: 182-193 - [c41]Yajie Miao, Lili Zhao, Chunping Li, Jie Tang:
Automatically Grouping Questions in Yahoo! Answers. Web Intelligence 2010: 350-357 - [i1]Yajie Miao, Chunping Li:
WikiSummarizer - A Wikipedia-based Summarization System. TAC 2010
2000 – 2009
- 2009
- [c40]Liu Yang, Chunping Li, Ming Gu:
Extracting Content from Web Pages Using the Sliding Window. CSA 2009: 1-6 - [c39]Yajie Miao, Chunping Li:
Topical Analysis for Identification of Web Communities. Australasian Conference on Artificial Intelligence 2009: 101-110 - [c38]Song Gao, Yajie Miao, Liu Yang, Chunping Li:
Topic-Based Computing Model for Web Page Popularity and Website Influence. Australasian Conference on Artificial Intelligence 2009: 210-219 - [c37]Xin Su, Chunping Li:
A Graph Distance Based Structural Clustering Approach for Networks. Australasian Conference on Artificial Intelligence 2009: 330-339 - [c36]Song Gao, Chunping Li:
Complex Network Model for Software System and Complexity Measurement. CSIE (7) 2009: 624-628 - [c35]Song Gao, Chunping Li:
An Improved Genetic Algorithm for Solving Conic Fitting Problems. CSIE (4) 2009: 800-804 - [c34]Yukun Chen, Kai Jiang, Yu Zheng, Chunping Li, Nenghai Yu:
Trajectory simplification method for location-based social networking services. GIS-LBSN 2009: 33-40 - [c33]Lili Zhao, Chunping Li:
Ontology Based Opinion Mining for Movie Reviews. KSEM 2009: 204-214 - [c32]Nan Li, Chunping Li:
Zero-Sum Reward and Punishment Collaborative Filtering Recommendation Algorithm. Web Intelligence 2009: 548-551 - 2008
- [c31]Dongyang Li, Chunping Li:
TRACK : A Novel XML Join Algorithm for Efficient Processing Twig Queries. ADC 2008: 137-143 - [c30]Yi Zhen, Chunping Li:
Cross-Domain Knowledge Transfer Using Semi-supervised Classification. Australasian Conference on Artificial Intelligence 2008: 362-371 - [c29]Liyan Zhang, Chunping Li:
A Novel Recommending Algorithm Based on Topical PageRank. Australasian Conference on Artificial Intelligence 2008: 447-453 - [c28]Hongzhi Xu, Chunping Li:
Combining Context Features by Canonical Belief Network for Chinese Part-Of-Speech Tagging. IJCNLP 2008: 907-912 - [c27]Liyan Zhang, Kai Zhang, Chunping Li:
A topical PageRank based algorithm for recommender systems. SIGIR 2008: 713-714 - [e2]Bobby Granville, Zoran Majkic, Chunping Li:
International Conference on Enterprise Information Systems and Web Technologies, EISWT-08, Orlando, Florida, USA, July 7-10, 2008. ISRST 2008, ISBN 978-1-60651-003-2 [contents] - 2007
- [c26]Chunping Li:
Reasoning about Processes: A Case Study. Artificial Intelligence and Pattern Recognition 2007: 500-506 - [c25]Xiaocao Xiong, Chunping Li:
GMS: A New Graph-Based Feature Selection Method for Text Categorization. Artificial Intelligence and Pattern Recognition 2007: 507-514 - [c24]Xufei Wang, Chunping Li:
DBSC: A Dependency-Based Subspace Clustering Algorithm for High Dimensional Numerical Datasets. Australian Conference on Artificial Intelligence 2007: 832-837 - [c23]Linyuan Yan, Chunping Li:
A Novel Semantic-based Text Representation Method for Improving Text Clustering. IICAI 2007: 1738-1750 - [c22]Hongzhi Xu, Chunping Li:
A Novel Term Weighting Scheme for Automated Text Categorization. ISDA 2007: 759-764 - [c21]Shuang Yu, Chunping Li:
PE-PUC: A Graph Based PU-Learning Approach for Text Classification. MLDM 2007: 574-584 - [e1]Dimitris A. Karras, Chunping Li, Zoran Majkic, S. R. Mahadeva Prasanna:
International Conference on Artificial Intelligence and Pattern Recognition, AIPR-07, Orlando, Florida, USA, July 9-12, 2007. ISRST 2007, ISBN 978-0-9727412-3-1 [contents] - 2006
- [c20]Shuang Yu, Xueyuan Zhou, Chunping Li:
Semi-Supervised Text Classification Using Positive and Unlabeled Data. AMT 2006: 249-254 - [c19]Liang Yan, Chunping Li:
Incorporating Pageview Weight into an Association-Rule-Based Web Recommendation System. Australian Conference on Artificial Intelligence 2006: 577-586 - [c18]Xueyuan Zhou, Chunping Li:
Semi-supervised Classification Based on Smooth Graphs. DASFAA 2006: 757-766 - [c17]Li Xu, Chunping Li:
Multi-objective Parameters Selection for SVM Classification Using NSGA-II. ICDM 2006: 365-376 - [c16]Xueyuan Zhou, Chunping Li:
Combining Smooth Graphs with Semi-supervised Classification. PAKDD 2006: 400-409 - [c15]Shaoxu Song, Chunping Li:
Improved ROCK for Text Clustering Using Asymmetric Proximity. SOFSEM 2006: 501-510 - 2005
- [c14]Chunping Li:
Reasoning about continuous change: a formal method based on process description. AMT 2005: 551-555 - [c13]Shaoxu Song, Chunping Li:
Semantic Correlation Network Based Text Clustering. Australian Conference on Artificial Intelligence 2005: 604-613 - [c12]Jian Zhang, Chunping Li:
A Comparative Study for WordNet Guided Text Representation. Australian Conference on Artificial Intelligence 2005: 883-887 - [c11]Junjie Hou, Chunping Li:
A Pattern Growth Method Based on Memory Indexing for Frequent Patterns Mining. CIMCA/IAWTIC 2005: 663-668 - [c10]Haizhou Fu, Chunping Li:
An Improved Genetic Algorithm for Cost-Delay-Jitter QoS Multicast Routing. CIMCA/IAWTIC 2005: 1098-1103 - [c9]Shaoxu Song, Jian Zhang, Chunping Li:
Concept Chain Based Text Clustering. CIS (1) 2005: 713-720 - [c8]Shen Lu, Chunping Li:
Discovering Maximum Sequential Patterns Efficiently. DMIN 2005: 271-274 - [c7]Xueyuan Zhou, Chunping Li:
Text Classification by Markov Random Walks with Reward. DMIN 2005: 275-278 - [c6]Shaoxu Song, Chunping Li:
TCUAP: A Novel Approach of Text Clustering Using Asymmetric Proximity. IICAI 2005: 676-685 - [c5]Chunping Li:
Representing the Process Semantics in the Situation Calculus. RSFDGrC (1) 2005: 591-600 - 2004
- [c4]Chunping Li:
A Formal Method Toward Reasoning About Continuous Change. Australian Conference on Artificial Intelligence 2004: 1174-1180 - [c3]Tao Dai, Chunping Li, Jiaguang Sun:
Determining the Number of Probability-Based Clustering: A Hybrid Approach. AWCC 2004: 416-421 - 2003
- [c2]Chunping Li:
The Process Semantics Based Reasoning about Continuous Change. KI 2003: 505-519 - 2000
- [c1]Chunping Li:
Representing the Process Semantics in the Event Calculus. JELIA 2000: 118-132
1990 – 1999
- 1999
- [b1]Chunping Li:
Reasoning about processes and continuous change: analysis and implementation. Darmstadt University of Technology, Germany, Shaker 1999, ISBN 978-3-8265-6796-4, pp. 1-122
Coauthor Index
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