实验室成果

(2024). 深度学习. 机械工业出版社.

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(2024). NAS-Bench-Compre: A Comprehensive Neural Architecture Search Benchmark with Customizable Components. Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part I.

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(2024). Improving Image Captioning with Image Concepts of Words. Knowledge Science, Engineering and Management - 17th International Conference, KSEM 2024, Birmingham, UK, August 16-18, 2024, Proceedings, Part II.

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(2024). Feature Activation-Driven Zero-Shot NAS: A Contrastive Learning Framework. Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part I.

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(2024). CLIP-Driven Low-Cost Image Captioning. International Joint Conference on Neural Networks, IJCNN 2024, Yokohama, Japan, June 30 - July 5, 2024.

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(2024). A Neural Architecture Predictor based on GNN-Enhanced Transformer. International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain.

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(2023). AC-MMOE: A Multi-gate Mixture-of-experts Model Based on Attention and Convolution. International Neural Network Society Workshop on Deep Learning Innovations and Applications, INNS DLIA@IJCNN 2023, Gold Coast, Australia, 23 June 2023.

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(2023). A Novel Clinical Trial Prediction-Based Factual Inconsistency Detection Approach for Medical Text Summarization. International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023.

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(2022). The Defects Detection in Steel Coil End Face Based on SCED-Net. International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022.

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(2022). KAAS: A Keyword-Aware Attention Abstractive Summarization Model for Scientific Articles. Database Systems for Advanced Applications - 27th International Conference, DASFAA 2022, Virtual Event, April 11-14, 2022, Proceedings, Part III.

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(2022). Graph Masked Autoencoder Enhanced Predictor for Neural Architecture Search. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022.

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(2022). Few-shot Edge Classification in Graph Meta-learning. 9th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2022, Shenzhen, China, October 13-16, 2022.

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(2022). End-to-End Transformer Based Model for Image Captioning. Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022.

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(2022). A Graph Architecture Search Method Based On Grouped Operations. International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022.

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(2021). Path-based adaptive traffic signal control with a mixed backpressure index. 24th IEEE International Intelligent Transportation Systems Conference, ITSC 2021, Indianapolis, IN, USA, September 19-22, 2021.

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(2021). Hierarchical Dialogue State Tracking with Machine Reading Comprehension. International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021.

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(2021). An Answer Driven Model For Paragraph-level Question Generation. International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021.

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(2021). A Light Ranker for Open-Domain Question Answering. International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021.

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(2020). Urban Traffic Flow Forecasting Based on Memory Time-Series Network. 23rd IEEE International Conference on Intelligent Transportation Systems, ITSC 2020, Rhodes, Greece, September 20-23, 2020.

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(2020). NASABN: A Neural Architecture Search Framework for Attention-Based Networks. 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020.

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(2020). LBNet: A Model for Judicial Reading Comprehension. Web and Big Data. APWeb-WAIM 2020 International Workshops - KGMA 2020, SemiBDMA 2020, DeepLUDA 2020, Tianjin, China, September 18-20, 2020, Revised Selected Papers.

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(2020). K2RDF: A Distributed RDF Data Management System on Kudu and Impala. Benchmarking, Measuring, and Optimizing - Third BenchCouncil International Symposium, Bench 2020, Virtual Event, November 15-16, 2020, Revised Selected Papers.

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(2019). Velocity Coordination of Multi-vehicle Systems via Distributed Neighbor Selection. 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019, Auckland, New Zealand, October 27-30, 2019.

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(2019). Time Series Traffic Prediction via Hybrid Neural Networks. 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019, Auckland, New Zealand, October 27-30, 2019.

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(2019). A Novel Image Captioning Method Based on Generative Adversarial Networks. Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part IV.

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(2018). UCAS at TREC-2018 Precision Medicine Track. Proceedings of the Twenty-Seventh Text REtrieval Conference, TREC 2018, Gaithersburg, Maryland, USA, November 14-16, 2018.

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(2018). Stabilizing Controller Design for State-Based Switching Bilinear Systems. 57th IEEE Conference on Decision and Control, CDC 2018, Miami, FL, USA, December 17-19, 2018.

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(2018). One Self-Adaptive Memory Scheduling Algorithm for the Shuffle Process in Spark Platform. IEEE International Conference on Big Data (IEEE BigData 2018), Seattle, WA, USA, December 10-13, 2018.

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(2018). NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018.

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(2018). Long-Term Recurrent Merge Network Model for Image Captioning. IEEE 30th International Conference on Tools with Artificial Intelligence, ICTAI 2018, 5-7 November 2018, Volos, Greece.

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(2018). Game-Based Traffic Signal Control with Adaptive Routing via V2I. 21st International Conference on Intelligent Transportation Systems, ITSC 2018, Maui, HI, USA, November 4-7, 2018.

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(2018). A Study on Performance Sensitivity to Data Sparsity for Automated Essay Scoring. Knowledge Science, Engineering and Management - 11th International Conference, KSEM 2018, Changchun, China, August 17-19, 2018, Proceedings, Part I.

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(2018). A Recurrent Neural Network Language Model Based on Word Embedding. Web and Big Data - APWeb-WAIM 2018 International Workshops: MWDA, BAH, KGMA, DMMOOC, DS, Macau, China, July 23-25, 2018, Revised Selected Papers.

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(2018). A Hard Real-time Scheduler for Spark on YARN. 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018, Washington, DC, USA, May 1-4, 2018.

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(2017). UCAS at TREC-2017 Precision Medicine Track. Proceedings of The Twenty-Sixth Text REtrieval Conference, TREC 2017, Gaithersburg, Maryland, USA, November 15-17, 2017.

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(2017). Two improved continuous bag-of-word models. 2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017.

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(2017). Integrating Feedback-Based Semantic Evidence to Enhance Retrieval Effectiveness for Clinical Decision Support. Web and Big Data - First International Joint Conference, APWeb-WAIM 2017, Beijing, China, July 7-9, 2017, Proceedings, Part II.

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(2017). An Improved Convolutional Neural Network for Sentence Classification Based on Term Frequency and Segmentation. Artificial Neural Networks and Machine Learning - ICANN 2017 - 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II.

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(2017). A Study of Distributed Semantic Representations for Automated Essay Scoring. Knowledge Science, Engineering and Management - 10th International Conference, KSEM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings.

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(2017). A novel compression algorithm decision method for spark shuffle process. 2017 IEEE International Conference on Big Data (IEEE BigData 2017), Boston, MA, USA, December 11-14, 2017.

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(2017). A document-based neural relevance model for effective clinical decision support. 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017, Kansas City, MO, USA, November 13-16, 2017.

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(2016). Multilevel Syntactic Parsing Based on Recursive Restricted Boltzmann Machines and Learning to Rank. Intelligence and Security Informatics - 11th Pacific Asia Workshop, PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings.

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(2016). Direct measurement of training query quality for learning to rank. Proceedings of the 31st Annual ACM Symposium on Applied Computing, Pisa, Italy, April 4-8, 2016.

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(2016). A Set-Based Training Query Classification Approach for Twitter Search. Web-Age Information Management - 17th International Conference, WAIM 2016, Nanchang, China, June 3-5, 2016, Proceedings, Part I.

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(2016). A Novel Performance Evaluation and Optimization Model for Big Data System. 15th International Symposium on Parallel and Distributed Computing, ISPDC 2016, Fuzhou, China, July 8-10, 2016.

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(2016). A Novel Method for Tuning Configuration Parameters of Spark Based on Machine Learning. 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2016, Sydney, Australia, December 12-14, 2016.

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(2016). A Document Modeling Method Based on Deep Generative Model and Spectral Hashing. Knowledge Science, Engineering and Management - 9th International Conference, KSEM 2016, Passau, Germany, October 5-7, 2016, Proceedings.

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(2015). An example journal article. Journal of Source Themes, 1(1).

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(2015). Smoothening for Efficient Solution of Model Predictive Control for Urban Traffic Networks Considering Endpoint Penalties. IEEE 18th International Conference on Intelligent Transportation Systems, ITSC 2015, Gran Canaria, Spain, September 15-18, 2015.

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(2015). Robust Corner Detection Based on Bilateral Filter in Direct Curvature Scale Space. Advances in Swarm and Computational Intelligence - 6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part III.

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(2015). A sample partition method for learning to rank based on query-level vector extraction. 2015 International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Ireland, July 12-17, 2015.

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(2014). A model-based demand-balance control for complex urban traffic networks. 17th International IEEE Conference on Intelligent Transportation Systems, ITSC 2014, Qingdao, China, October 8-11, 2014.

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(2014). A Document Clustering Algorithm Based on Semi-constrained Hierarchical Latent Dirichlet Allocation. Knowledge Science, Engineering and Management - 7th International Conference, KSEM 2014, Sibiu, Romania, October 16-18, 2014. Proceedings.

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(2014). A computational experiment method in ACP framework for complex urban traffic networks. 17th International IEEE Conference on Intelligent Transportation Systems, ITSC 2014, Qingdao, China, October 8-11, 2014.

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(2013). The Failure Prediction of Cluster Systems Based on System Logs. Knowledge Science, Engineering and Management - 6th International Conference, KSEM 2013, Dalian, China, August 10-12, 2013. Proceedings.

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(2013). Performance Analysis of MPI Parallel Programs on Xen Virtual Machines. 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, HPCC/EUC 2013, Zhangjiajie, China, November 13-15, 2013.

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(2013). Model predictive control for large-scale urban traffic networks with a multi-level hierarchy. 16th International IEEE Conference on Intelligent Transportation Systems, ITSC 2013, The Hague, The Netherlands, October 6-9, 2013.

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(2013). Hyper-geometric Model for Information Retrieval Revisited. Information Retrieval Technology - 9th Asia Information Retrieval Societies Conference, AIRS 2013, Singapore, December 9-11, 2013. Proceedings.

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(2013). Evaluating task scheduling in hadoop-based cloud systems. 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 6-9 October 2013, Santa Clara, CA, USA.

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(2013). Clustering-based transduction for learning a ranking model with limited human labels. 22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013.

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(2013). A Parallel Algorithm for Bayesian Network Parameter Learning Based on Factor Graph. 25th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2013, Herndon, VA, USA, November 4-6, 2013.

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(2012). Urban traffic flow prediction based on road network model. Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, Beijing, China, April 11-14, 2012.

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(2012). UCAS at TREC 2012 Microblog Track. Proceedings of The Twenty-First Text REtrieval Conference, TREC 2012, Gaithersburg, Maryland, USA, November 6-9, 2012.

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(2012). A dynamic network partition method for heterogenous urban traffic networks. 15th International IEEE Conference on Intelligent Transportation Systems, ITSC 2012, Anchorage, AK, USA, September 16-19, 2012.

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(2010). One CWM-Based Data Transformation Method in ETL Process. Second International Workshop on Database Technology and Applications, DBTA 2010, Wuhan, Hubei, China, November 27-28, 2010, Proceedings.

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(2010). Model Predictive Control for urban traffic networks via MILP. American Control Conference, ACC 2010, Baltimore, Maryland, USA, June 30 - July 2, 2010.

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(2010). Integrated urban traffic control for the reduction of travel delays and emissions. 13th International IEEE Conference on Intelligent Transportation Systems, Funchal, Madeira, Portugal, 19-22 September 2010.

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(2010). An efficient model-based method for coordinated control of urban traffic networks. Proceedings of the IEEE International Conference on Networking, Sensing and Control, ICNSC 2010, Chicago, IL, USA, 10-12 April 2010.

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(2009). Study on fast model predictive controllers for large urban traffic networks. 12th International IEEE Conference on Intelligent Transportation Systems, ITSC 2009, St. Louis, MO, USA, October 5-7, 2009.

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(2008). Short-Term Traffic Flow Forecasting Using Macroscopic Urban Traffic Network Model. 11th International IEEE Conference on Intelligent Transportation Systems, ITSC 2008, Beijing, China, 12-15 October 2008.

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