Research output per year
Research output per year
Search results
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2024
A fusion of centrality and correlation for feature selection
Qiu, P., Zhang, C., Gao, D. & Niu, Z., 1 May 2024, In: Expert Systems with Applications. 241, 122548.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
An Efficient Graph Autoencoder with Lightweight Desmoothing Decoder and Long-Range Modeling
Wen, J., Zhang, T., Zhang, C., Xiang, S. & Pan, C., 2024, Proceedings - 24th IEEE International Conference on Data Mining, ICDM 2024. Baralis, E., Zhang, K., Damiani, E., Debbah, M., Kalnis, P. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 887-892 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An entity alignment method with attribute augmentation and contrastive learning
Yang, C., Zhang, C. & Chen, Y., 2024, In: Journal of Physics: Conference Series. 2858, 1, 012049.Research output: Contribution to journal › Conference article › peer-review
Open Access -
A Unified Joint Approach with Topological Context Learning and Rule Augmentation for Knowledge Graph Completion
Guo, J., Zhang, C., Li, L., Xue, X. & Niu, Z., 2024, 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 13686-13696 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Double-target self-supervised clustering with multi-feature fusion for medical question texts
Shen, X., Sun, Y., Zhang, C., Yang, C., Qin, Y., Zhang, W., Nan, J., Che, M. & Gao, D., 2024, In: PeerJ Computer Science. 10, e2075.Research output: Contribution to journal › Article › peer-review
Open Access -
Graph Aggregating-Repelling Network: Do Not Trust All Neighbors in Heterophilic Graphs
Wang, Y., Wen, J., Zhang, C. & Xiang, S., Oct 2024, In: Neural Networks. 178, 106484.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Heterogeneous Views and Spatial Structure Enhancement for triple error detection
Xue, X., Zhang, C., Wang, Y., Song, H., Xue, X. & Niu, Z., 5 Dec 2024, In: Expert Systems with Applications. 256, 124938.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification
Xue, X., Zhang, C., Xu, T. & Niu, Z., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 17, p. 19341-19349 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Citations (Scopus) -
Triple extraction based on meta-type prompt learning and bidirectional relation complementary attention
Xu, T., Zhang, C., Jin, X. & Li, N., 2024, Seventh International Conference on Advanced Electronic Materials, Computers, and Software Engineering, AEMCSE 2024. Yang, L. (ed.). SPIE, 132291E. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13229).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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融合趋势嵌入和粒度增强网络的小样本医学时间序列预测
Translated title of the contribution: Small Sample Medical Time Series Forecasting with Trend Embedding and Granularity Enhanced NetworkYu, J., Zhang, C., Xue, X., Xue, X. & Niu, Z., Jun 2024, In: Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics. 36, 6, p. 948-959 12 p.Research output: Contribution to journal › Article › peer-review
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2023
A Local Self-Attention Sentence Model for Answer Selection Task in CQA Systems
Liu, D., Lu, H., Yuan, Y., Qin, R., Zhu, Y., Zhang, C. & Niu, Z., 1 Dec 2023, In: IEEE Transactions on Computational Social Systems. 10, 6, p. 3283-3294 12 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction
Fang, S., Zhang, C., Xiang, S. & Pan, C., 1 Mar 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 3, p. 2827-2841 15 p.Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus) -
Constrained Tuple Extraction with Interaction-Aware Network
Xue, X., Zhang, C., Xu, T. & Niu, Z., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 11430-11444 15 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Graph attention network with dynamic representation of relations for knowledge graph completion
Zhang, X., Zhang, C., Guo, J., Peng, C., Niu, Z. & Wu, X., 1 Jun 2023, In: Expert Systems with Applications. 219, 119616.Research output: Contribution to journal › Article › peer-review
31 Citations (Scopus) -
Graph convolutional network with tree-guided anisotropic message passing
Wang, R., Wang, Y., Zhang, C., Xiang, S. & Pan, C., Aug 2023, In: Neural Networks. 165, p. 909-924 16 p.Research output: Contribution to journal › Article › peer-review
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Graph Information Interaction on Feature and Structure via Cross-modal Contrastive Learning
Wen, J., Wang, Y., Zhang, C., Xiang, S. & Pan, C., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE Computer Society, p. 1068-1073 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Multi-Level Attention Map Network for Multimodal Sentiment Analysis
Xue, X., Zhang, C., Niu, Z. & Wu, X., 1 May 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 5, p. 5105-5118 14 p.Research output: Contribution to journal › Article › peer-review
48 Citations (Scopus) -
Reasoning Model for Temporal Knowledge Graph Based on Entity Multiple Unit Coding
Peng, C., Zhang, C., Zhang, X., Guo, J. & Niu, Z., 25 Jan 2023, In: Data Analysis and Knowledge Discovery. 7, 1, p. 138-149 12 p.Research output: Contribution to journal › Article › peer-review
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Research on the multi-source causal feature selection method based on multiple causal relevance
Qiu, P., Niu, Z. & Zhang, C., 8 Apr 2023, In: Knowledge-Based Systems. 265, 110334.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
2022
Cross-modal complementary network with hierarchical fusion for multimodal sentiment classification
Peng, C., Zhang, C., Xue, X., Gao, J., Liang, H. & Niu, Z., 1 Aug 2022, In: Tsinghua Science and Technology. 27, 4, p. 664-679 16 p.Research output: Contribution to journal › Article › peer-review
Open Access27 Citations (Scopus) -
Discriminative Graph Representation Learning with Distributed Sampling
Wen, J., Wang, Y., Zhang, C., Xiang, S. & Pan, C., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 366-373 8 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Meta Graph Transformer: A Novel Framework for Spatial–Temporal Traffic Prediction
Ye, X., Fang, S., Sun, F., Zhang, C. & Xiang, S., 28 Jun 2022, In: Neurocomputing. 491, p. 544-563 20 p.Research output: Contribution to journal › Article › peer-review
76 Citations (Scopus) -
MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction
Fang, S., Prinet, V., Chang, J., Werman, M., Zhang, C., Xiang, S. & Pan, C., 1 Jul 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 7, p. 7142-7155 14 p.Research output: Contribution to journal › Article › peer-review
32 Citations (Scopus) -
Scene captioning with deep fusion of images and point clouds
Yu, Q., Zhang, C., Weng, L., Xiang, S. & Pan, C., Jun 2022, In: Pattern Recognition Letters. 158, p. 9-15 7 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Subgraph-aware graph structure revision for spatial–temporal graph modeling
Wang, Y., Zhang, C., Xiang, S. & Pan, C., Oct 2022, In: Neural Networks. 154, p. 190-202 13 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
TVGCN: Time-variant graph convolutional network for traffic forecasting
Wang, Y., Fang, S., Zhang, C., Xiang, S. & Pan, C., 30 Jan 2022, In: Neurocomputing. 471, p. 118-129 12 p.Research output: Contribution to journal › Article › peer-review
34 Citations (Scopus) -
基于解析图嵌入和加权图卷积网络的知识图谱补全
Translated title of the contribution: Knowledge graph completion based on parsing graph embedding and a weighted graph convolutional networkLuo, M., Zhang, C., Peng, C., Zhang, X., Guo, G. & Niu, Z., 2022, In: Scientia Sinica Informationis. 52, 11, p. 2037-2057 21 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
2021
Extracting effective image attributes with refined universal detection
Yu, Q., Xiao, X., Zhang, C., Song, L. & Pan, C., 1 Jan 2021, In: Sensors. 21, 1, p. 1-16 16 p., 95.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Hybrid microblog recommendation with heterogeneous features using deep neural network
Gao, J., Zhang, C., Xu, Y., Luo, M. & Niu, Z., 1 Apr 2021, In: Expert Systems with Applications. 167, 114191.Research output: Contribution to journal › Article › peer-review
19 Citations (Scopus) -
Multi-label Text Classification and Text Adversarial Attack
Song, Y., Liu, Z. & Zhang, C., 2021, Proceedings - 2021 International Conference on Intelligent Computing, Automation and Applications, ICAA 2021. Wang, H., Lin, H. & Qin, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 532-536 5 p. (Proceedings - 2021 International Conference on Intelligent Computing, Automation and Applications, ICAA 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Reinforcement Stacked Learning with Semantic-Associated Attention for Visual Question Answering
Xiao, X., Zhang, C., Xiang, S. & Pan, C., 2021, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4170-4174 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2021-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Relational Attention with Textual Enhanced Transformer for Image Captioning
Song, L., Shi, Y., Xiao, X., Zhang, C. & Xiang, S., 2021, Pattern Recognition and Computer Vision - 4th Chinese Conference, PRCV 2021, Proceedings. Ma, H., Wang, L., Zhang, C., Wu, F., Tan, T., Wang, Y., Lai, J. & Zhao, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 151-163 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13021 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
2019
Multi-Scale Deformable CNN for Answer Selection
Liu, D., Niu, Z., Zhang, C. & Zhang, J., 2019, In: IEEE Access. 7, p. 164986-164995 10 p., 8896933.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Query expansion based on formal concept analysis from retrieved documents
Yu, H., Shi, C., Bai, Y., Zhang, C. & Hearne, R., 2019, In: Journal of Internet Technology. 20, 2, p. 409-421 13 p.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
2018
A deep reinforced training method for location-based image captioning
Zhao, L., Zhang, C., Zhang, X., Hu, Y. & Niu, Z., 2018, PRICAI 2018: Trends in Artificial Intelligence - 15th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Kang, B.-H. & Geng, X. (eds.). Springer Verlag, p. 878-890 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11012 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A feature optimization algorithm of concept similarity based on Chinese wikipedia
Chang, X., Liu, L., Sun, M., Jia, Y. & Zhang, C., 21 Jun 2018, ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery. Zhao, L., Wang, L., Cai, G., Li, K., Liu, Y. & Xiao, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2174-2179 6 p. (ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
A new digital paper search paradigm based on FCA
Yu, H., Shi, C., Yu, B., Zhang, C. & Hearne, R., 2018, In: Journal of Internet Technology. 19, 4, p. 1099-1110 12 p.Research output: Contribution to journal › Article › peer-review
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A Two-Step Resume Information Extraction Algorithm
Chen, J., Zhang, C. & Niu, Z., 2018, In: Mathematical Problems in Engineering. 2018, 5761287.Research output: Contribution to journal › Article › peer-review
Open Access46 Citations (Scopus) -
2017
A multi-view fusion approach for entity alignment
Zhang, C., Yang, X., Wang, S., Niu, Z. & Guo, Y., 14 Nov 2017, Proceedings of 2017 IEEE 16th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2017. Wang, Y., Hamdy, F., Howard, N., Zadeh, L. A., Hussain, A. & Widrow, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 388-393 6 p. 8109778. (Proceedings of 2017 IEEE 16th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An approach for identifying author profiles of blogs
Zhang, C., Guo, Y., Wu, J., Wang, S., Niu, Z. & Cheng, W., 2017, Advanced Data Mining and Applications - 13th International Conference, ADMA 2017, Proceedings. Peng, W.-C., Zhang, W. E., Cong, G., Sun, A. & Li, C. (eds.). Springer Verlag, p. 475-487 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10604 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Authorship identification of source codes
Zhang, C., Wang, S., Wu, J. & Niu, Z., 2017, Web and Big Data - 1st International Joint Conference, APWeb-WAIM 2017, Proceedings. Shahabi, C., Lian, X., Jensen, C. S., Yang, X. & Chen, L. (eds.). Springer Verlag, p. 282-296 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10366 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
18 Citations (Scopus) -
Discovering the recent research in natural language processing field based on a statistical approach
Chen, X., Chen, B., Zhang, C. & Hao, T., 2017, Emerging Technologies for Education - 2nd International Symposium, SETE 2017, Held in Conjunction with ICWL 2017, Revised Selected Papers. Huang, T.-C., Lau, R., Huang, Y.-M., Spaniol, M. & Yuen, C.-H. (eds.). Springer Verlag, p. 507-517 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10676 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
14 Citations (Scopus) -
Influence and recovery of navigation system failure under complex electromagnetic environment
Jifeng, M., Wenjie, D., Chunxia, Z., Jingjing, L., Chunmei, Z. & Jinyong, L., 2 Jul 2017, 1st International Conference on Electronics Instrumentation and Information Systems, EIIS 2017. Li, J.-B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (1st International Conference on Electronics Instrumentation and Information Systems, EIIS 2017; vol. 2018-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
2016
Answer extraction based on merging score strategy of hot terms
Juan, L., Chunxia, Z. & Zhendong, N., 10 Jul 2016, In: Chinese Journal of Electronics. 25, 4, p. 614-620 7 p.Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus) -
Answer Extraction Based on Merging Score Strategy of Hot Terms
Le, J., Zhang, C. & Niu, Z., 2016, In: Chinese Journal of Electronics. 25, 4, p. 614-620 7 p.Research output: Contribution to journal › Article › peer-review
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ASELM: Adaptive semi-supervised ELM with application in question subjectivity identification
Fu, H., Niu, Z., Zhang, C., Yu, H., Ma, J., Chen, J., Chen, Y. & Liu, J., 26 Sept 2016, In: Neurocomputing. 207, p. 599-609 11 p.Research output: Contribution to journal › Article › peer-review
11 Citations (Scopus) -
Identifying helpful online reviews with word embedding features
Chen, J., Zhang, C. & Niu, Z., 2016, Knowledge Science, Engineering and Management - 9th International Conference, KSEM 2016, Proceedings. Lehner, F. & Fteimi, N. (eds.). Springer Verlag, p. 123-133 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9983 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
12 Citations (Scopus) -
Visual cortex inspired CNN model for feature construction in text analysis
Fu, H., Niu, Z., Zhang, C., Ma, J. & Chen, J., 14 Jul 2016, In: Frontiers in Computational Neuroscience. 10, JULY, 64.Research output: Contribution to journal › Article › peer-review
Open Access19 Citations (Scopus) -
2015
A novel recommendation relevancy measure for collaborative filtering
Shu, B., Niu, Z., Zhang, C., Jiang, X., Fu, H. & Chen, W., 2015, Advances in Web-Based Learning - ICWL 2013 Workshops - USL 2013, IWSLL 2013, KMEL 2013, IWCWL 2013, WIL 2013, and IWEEC 2013, Revised Selected Papers. Li, Q., Lau, R., Chiu, D. K. W., Shih, T. K., Yang, C.-S., Popescu, E., Wang, M. & Sampson, D. G. (eds.). Springer Verlag, p. 32-41 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8390).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A supervised parameter estimation method of LDA
Liu, Z., Meng, D., Wang, W. & Zhang, C., 2015, Web Technologies and Applications - 17th Asia-PacificWeb Conference,APWeb 2015, Proceedings. Cheng, R., Cui, B., Zhang, Z., Cai, R. & Xu, J. (eds.). Springer Verlag, p. 401-410 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9313).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
