个人简历

荣文戈，男，北京航空航天大学计算机学院教授，博士生导师，IET Fellow，BCS Fellow，IEEE Senior Member，国际标准化组织/国际电工委员会C语言标准工作组（ISO/IEC JTC1/SC22/WG14）注册专家，国际电工委员会自主与人工智能应用伦理系统评估组（IEC/SEG10）注册专家，国家智慧城市标准化总体组副组长，全国信标委智慧城市标准工作组副组长，中国人工智能学会智能交互专委会委员。2010年于英国雷丁大学获博士学位，2003年于英国伦敦大学玛丽皇后学院获硕士学位，1996年于南京理工大学获学士学位。1996年-2002年在航天科技集团公司第710所担任软件开发工程师，2003年-2005年在北京神舟航天软件技术有限公司担任技术经理。主要研究方向为自然语言处理、机器学习、数据挖据和信息系统等，担任Frontier of Computer Science期刊Manager Editor（2010-2012），Computer Speech & Language期刊客座编辑（2020），INLG'2019 Workshop Chair，WoWMoM'2017 Demo Chair，是ACL、EMNLP、COLING、NAACL、INLG、AAAI、IJCAI、ICWS等本领域多个主要会议的程序委员会委员。

研究领域

机器学习、自然语言处理、数据挖据和信息系统等""

近期论文

Journal Publications\r
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Wenge Rong, Tianfan Xu, Zhiwei Sun, Zian Sun, Yuanxin Ouyang, Zhang Xiong. An Object Tuple Model for Understanding Pointer and Array in C Language. IEEE Transactions on Education (Accepted)\r
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Bo Zhao, Jun Bai, Chen Li, Jianfei Zhang, Wenge Rong, Yuanxin Ouyang, Zhang Xiong. Enhancing Biomedical ReQA with Adversarial Hard In-batch Negative Samples. IEEE/ACM Transactions on Computational Biology and Bioinformatics (Accepted)\r
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Jun Bai, Chuantao Yin, Zimeng Wu, Jianfei Zhang, Yanmeng Wang, Guanyi Jia, Wenge Rong, Zhang Xiong. Improving Biomedical ReQA with Consistent NLI-Transfer and Post-Whitening. IEEE/ACM Transactions on Computational Biology and Bioinformatics (Accepted)\r
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Yang Cai, Min Gao, Junliang Yu, Qilin Fan, Wenge Rong, Junhao Wen. Bi-Graph Mix-random Walk Based Social Recommendation Model. Acta Electronica Sinica, 2023, 51(2): 286-296 (in Chinese)\r
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Jun Bai, Chuantao Yin, Jianfei Zhang, Yanmeng Wang, Yi Dong, Wenge Rong, Zhang Xiong. Adversarial Knowledge Distillation Based Biomedical Factoid Question Answering. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2023, 20(1): 106-118\r
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Cen Yan, Jun Bai, Yanmeng Wang, Wenge Rong, Yuanxin Ouyang, Zhang Xiong. Goal-oriented Conditional Variational Autoencoders for Proactive and Knowledge-aware Conversational Recommender System. Computer Speech & Language, 2023, 79: 101468\r
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Zeyu Huang, Wenge Rong, Xiaofeng Zhang, Yuanxin Ouyang, Chenghua Lin, Zhang Xiong. Token Relation Aware Chinese Named Entity Recognition. ACM Transactions on Asian and Low-Resource Language Information Processing, 2023, 22(1): 1-21\r
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Keqin Peng, Chuantao Yin, Wenge Rong, Chenghua Lin, Deyu Zhou, Zhang Xiong. Named Entity Aware Transfer Learning for Biomedical Factoid Question Answering. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022, 19(4): 2365-2376\r
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Jianfei Zhang, Wenge Rong, Dali Chen, Zhang Xiong. Question Type and Answer Related Keywords Aware Question Generation. Journal of Intelligent and Fuzzy Systems, 2022, 42(5): 4611-4622\r
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Yuanxin Ouyang, Hongbo Zhang, Wenge Rong, Xiang Li, Zhang Xiong. MOOC Opinion Mining Based on Attention Alignment. Information Discovery and Delivery, 2022, 50(1): 12-21\r
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Dapeng Zhang, Xi Wang, Wenge Rong, Yu Yang. China's Practice of Smart City Standardisation and Assessment. IET Smart Cities, 2021, 3(4): 211-218\r
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Chuan Tian, Wenge Rong, Shijie Zhou, Jianfei Zhang, Yuanxin Ouyang, Zhang Xiong. Learning Word Representation by Jointly Using Neighbor and Syntactic Contexts. Neurocomputing, 2021, 456: 136-146\r
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Gezheng Xu, Wenge Rong, Yanmeng Wang, Yuanxin Ouyang, Zhang Xiong. External Features Enriched Model for Biomedical Question Answering. BMC Bioinformatics, 2021, 22: 272\r
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Xinyi Yu, Wenge Rong, Jingshuang Liu, Deyu Zhou, Yuanxin Ouyang, Zhang Xiong. LSTM-Based End-to-End Framework for Biomedical Event Extraction. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020, 17(6): 2029-2039\r
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Libin Shi, Wenge Rong, Shijie Zhou, Nan Jiang, Zhang Xiong. A Dual Channel Class Hierarchy Based Recurrent Language Modeling. Neurocomputing, 2020, 418: 291-299\r
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Yanmeng Wang, Wenge Rong, Jianfei Zhang, Shijie Zhou, Zhang Xiong. Multi-Turn Dialogue Oriented Pretrained Question Generation Model. Complex & Intelligent Systems, 2020, 6(3): 493-505\r
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Dengbo Chen, Wenge Rong, Jianfei Zhang, Zhang Xiong. Ranking Based Multi-Label Classification for Sentiment Analysis. Journal of Intelligent and Fuzzy Systems, 2020, 39(2): 2177-2188\r
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Yuqi Song, Min Gao, Jundong Li, Wenge Rong, Qingyu Xiong. A Survey of Cyberbullying Detection. Acta Electronica Sinica, 2020, 48(6): 1220-1229 (in Chinese)\r
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Hui Chen, Chuantao Yin, Rumei Li, Wenge Rong, Zhang Xiong, Bertrand David. Enhanced Learning Resource Recommendation Based on Online Learning Style Model. Tsinghua Science and Technology, 2020, 25(3): 348-356\r
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Jingshuai Zhang, Yuanxin Ouyang, Weizhu Xie, Wenge Rong, Zhang Xiong. Context-aware Restricted Boltzmann Machine Meets Collaborative Filtering. Online Information Review, 2020, 44(2): 455-476\r
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Xiaolan Liu, Jiadong Yu, Haoran Qi, Jianxin Yang, Wenge Rong, Xiuyin Zhang, Yue Gao. Learning to Predict the Mobility of Users in Mobile mmWave Networks. IEEE Wireless Communications, 2020, 27(1): 124-131\r
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Dongge Tang, Wenge Rong, Shuang Qin, Jianxin Yang, Zhang Xiong. A n-Gated Recurrent Unit with Review for Answer Selection. Neurocomputing, 2020, 371: 158-165\r
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Yuan Ma, Yue Gao, Chen Fu, Wenge Rong, Zhang Xiong, Shuguang Cui. TV White Space Spectrum Analysis Based on Machine Learning. Journal of Communications and Information Networks, 2019, 4(2): 58-80\r
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Jiawei Li, Wenge Rong, Chuantao Yin, Zhang Xiong. Goal-oriented Dependency Analysis for Service Identification. Computer Science and Information Systems, 2019, 16(2): 381-407\r
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Qing Sun, Ji Wu, Wenge Rong, Wenbo Liu. Formative Assessment of Programming Language Learning Based on Peer Code Review: Implementation and Experience Report. Tsinghua Science and Technology, 2019, 24(4): 423-434\r
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Yanmeng Wang, Wenge Rong, Yuanxin Ouyang, Zhang Xiong. Augmenting Dialogue Response Generation with Unstructured Textual Knowledge. IEEE Access, 2019, 7: 34954-34963\r
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Xinyi Yu, Wenge Rong, Zhuo Zhang, Yuanxin Ouyang, Zhang Xiong. Multiple Level Hierarchical Network Based Clause Selection for Emotion Cause Extraction. IEEE Access, 2019, 7: 9071-9079\r
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Nan Jiang, Wenge Rong, Yifan Nie, Yikang Shen, Zhang Xiong. Biological Event Trigger Identification with Noise Contrastive Estimation. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2018, 15(5): 1549-1559\r
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Xiancheng Li, Wenge Rong, Haoran Shi, Jie Tang, Zhang Xiong. The Impact of Conference Ranking Systems in Computer Science: A Comparative Regression Analysis. Scientometrics, 2018, 116(2): 879-907\r
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Yue Qu, Wenge Rong, Hui Chen, Yuanxin Ouyang, Zhang Xiong. Influencing Factors Analysis for a Social Network Web Based Payment Service in China. Journal of Theoretical and Applied Electronic Commerce Research, 2018, 11(3): 99-113\r
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Rui Liu, Wenge Rong, Yuanxin Ouyang, Zhang Xiong. A Hierarchical Similarity based Job Recommendation Service Framework for University Students. Frontiers of Computer Science, 2017, 11(5): 912-922\r
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Junliang Yu, Min Gao, Wenge Rong, Qingyu Xiong, Junhao Wen. Hybrid Attacks on Model-based Social Recommender Systems. Physica A: Statistical Mechanics & Its Applications, 2017, 483(1): 171-181\r
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Junliang Yu, Min Gao, Wenge Rong, Yuqi Song, Qingyu Xiong. A Social Recommender Based on Factorization and Distance Metric Learning. IEEE Access, 2017, 5: 21557-21566\r
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Min Gao, Xiang Li, Wenge Rong, Junhao Wen, Qingyu Xiong. The Performance of Location Aware Shilling Attacks in Web Service Recommendation. International Journal of Web Services Research, 2017, 14(3): 53-66\r
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Yifan Qian, Wenge Rong, Nan Jiang, Jie Tang, Zhang Xiong. Citation Regression Analysis of Computer Science Publications in Different Ranking Categories and Subfields. Scientometrics, 2017, 110(3): 1351-1374\r
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Hui Chen, Wenge Rong, Xiaoyang Ma, Yue Qu, Zhang Xiong. An Extended Technology Acceptance Model for Mobile Social Gaming Service Popularity Analysis. Mobile Information Systems, 2017: 1-12\r
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Nan Jiang, Wenge Rong, Baolin Peng, Yifan Nie, Zhang Xiong. Modeling Joint Representation with Tri-Modal Deep Belief Networks for Query and Question Matching. IEICE Transactions on Information and Systems, 2016, 99-D(4): 927-935\r
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Wenge Rong, Baolin Peng, Yuanxin Ouyang, Chao Li, Zhang Xiong. Structural Information Aware Deep Semi-supervised Recurrent Neural Network for Sentiment Analysis, Frontiers of Computer Science, 2015, 9(2): 171-184\r
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Wenge Rong, Baolin Peng, Yuanxin Ouyang, Kecheng Liu, Zhang Xiong. Collaborative Personal Profiling for Web Service Ranking and Recommendation. Information Systems Frontiers, 2015, 17(6): 1265-1282\r
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Yifan Nie, Wenge Rong, Yiyuan Zhang, Yuanxin Ouyang, Zhang Xiong. Embedding Assisted Prediction Architecture for Event Trigger Identification. Journal of Bioinformatics and Computational Biology, 2015, 13(3): 1-17\r
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Wenge Rong, Qinfen Wu, Yuanxin Ouyang, Kecheng Liu, Zhang Xiong. Stakeholder Identification and Analysis for Service Lifecycle Management. International Journal of Web Services Research, 2014, 11(1): 30-56\r
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Wenge Rong, Zhang Xiong, Dave Cooper, Hao Sheng, Chao Li. Smart City Architecture: A Technology Guide for Implementation and Design Challenges. China Communications, 2014, 11(3): 56-69\r
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Wenge Rong, Yifan Nie, Yuanxin Ouyang, Baolin Peng, Zhang Xiong, Auto-encoder Based Bagging Architecture for Sentiment Analysis. Journal of Visual Languages & Computing, 2014, 25(6): 840-849\r
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Zhang Xiong, Hao Sheng, Wenge Rong, Dave E. Cooper. Intelligent Transportation Systems for Smart Cities: A Progress Review. Science China Information Sciences, 2012, 55(12): 2908-2914\r
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Conference Publications\r
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Shaofei Huang, Han Li, Yuqing Wang, Hongji Zhu, Jiao Dai, Jizhong Han, Wenge Rong, Si Liu. Discovering Sounding Objects by Audio Queries for Audio Visual Segmentation. In: Proceedings of the 32nd International Joint Conference on Artificial Intelligence. 2023 (Accepted)\r
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Zeyu Huang, Xiaofeng Zhang, Jun Bai, Wenge Rong, Yuanxin Ouyang, Zhang Xiong. Solving Math Word Problems Following Logically Consistent Template. In: Proceedings of 2023 International Joint Conference on Neural Networks. 2023 (Accepted)\r
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Xiaofeng Zhang, Zeyu Huang, Jun Bai, Wenge Rong, Yuanxin Ouyang, Zhang Xiong. Subgraph-Oriented Heterogeneous Drug-Target Interaction Identification. In: Proceedings of 2023 International Joint Conference on Neural Networks. 2023 (Accepted)\r
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Jun Bai, Chuantao Yin, Hanhua Hong, Jianfei Zhang, Chen Li, Yanmeng Wang, Wenge Rong. Permutation Invariant Training for Paraphrase Identification. In: Proceedings of 2023 IEEE International Conference on Acoustics, Speech and Signal Processing. 2023 (Accepted)\r
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Zeyu Huang, Yikang Shen, Xiaofeng Zhang, Jie Zhou, Wenge Rong, Zhang Xiong. Transformer-Patcher: One Mistake Worth One Neuron. In: Proceedings of 11th International Conference on Learning Representations. 2023\r
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Jianfei Zhang, Jun Bai, Chenghua Lin, Yanmeng Wang, Wenge Rong. Improving Variational Autoencoders with Density Gap-based Regularization. In: Proceedings of 36th Annual Conference on Neural Information Processing Systems. 2022: 1-13\r
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Siyuan Zhang, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Zhang Xiong. Reinforcement Learning-Based Explainable Recommendation Over Knowledge Graphs with Negative Sampling In: Proceedings of 19th IEEE Conference on Ubiquitous Intelligence and Computing. 2022 (Accepted)\r
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Xuyang Jiang, Yuanxin Ouyang, Zhuang Liu, Wenge Rong, Zhang Xiong. MAKT: Multichannel Attention Networks based Knowledge Tracing with Representation Learning. In: Proceedings of 2022 IEEE International Conference on Teaching, Assessment, and Learning for Engineering. 2022 (Accepted)\r
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Xiaofeng Zhang, Yikang Shen, Zeyu Huang, Jie Zhou, Wenge Rong, Zhang Xiong. Mixture of Attention Heads: Selecting Attention Heads Per Token. In: Proceedings of 2022 Conference on Empirical Methods in Natural Language Processing. 2022: 4150-4162\r
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Guanming Chen, Chuantao Yin, Yuanxin Ouyang, Wenge Rong, Zhang Xiong, Jinsong Cai. A Recommendation Algorithm for University Master Tutors Based on Machine Learning. In: Proceedings of 2022 IEEE Global Engineering Education Conference. 2022: 989-997\r
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Yuanhao Hu, Yuanxin Ouyang, Jun Bai, Chuanrui Wang, Wenge Rong, Zhang Xiong. Asymmetric Neighboring Context Modeling for Knowledge Graph Embedding. In: Proceedings of 15th International Conference on Knowledge Science, Engineering and Management. 2022: 683-695\r
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Chuanrui Wang, Jun Bai, Xiaofeng Zhang, Cen Yan, Yuanxin Ouyang, Wenge Rong, Zhang Xiong. KnowReQA: A Knowledge-aware Retrieval Question Answering System. In: Proceedings of 15th International Conference on Knowledge Science, Engineering and Management. 2022: 709-721\r
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Chen Li, Jun Bai, Chuanrui Wang, Yuanhao Hu, Wenge Rong, Zhang Xiong. Graph and Question Interaction Aware Graph2Seq Model for Knowledge Base Question Generation. In: Proceedings of 2022 International Joint Conference on Neural Networks. 2022: 1-8\r
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Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao. Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval. In: Findings of 2021 Conference on Empirical Methods in Natural Language Processing. 2021: 2306-2315\r
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Wenge Rong, Junting Zhao, Yuanxin Ouyang, Shanbo Cui, Zhang Xiong. Factor Analysis for the Acceptance of Introductory Courses Among University Students in China. In: Proceedings of 2021 IEEE International Conference on Engineering, Technology and Education. 2021: 412--419\r
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Jiahao Hu, Yuanxin Ouyang, Chen Li, Chuanrui Wang, Wenge Rong, Zhang Xiong. Hierarchical Lexicon Embedding Architecture for Chinese Named Entity Recognition. In: Proceedings of 30th International Conference on Artificial Neural Networks. 2021: 344-356\r
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Lingyao Yan, Chuantao Yin, Hui Chen, Wenge Rong, Zhang Xiong, Bertrand David. Learning Resource Recommendation in E-learning Systems based on Online Learning Style. In: Proceedings of 14th International Conference on Knowledge Science Engineering and Management. 2021: 373-385\r
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Hui Chen, Chuantao Yin, Xin Fan, Lei Qiao, Wenge Rong, Zhang Xiong. Learning Path Recommendation for MOOC Platforms Based on A Knowledge Graph. In: Proceedings of 14th International Conference on Knowledge Science Engineering and Management. 2021: 600-611\r
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Yuanxin Ouyang, Yuchong Zhou, Hongbao Zhang, Wenge Rong, Zhang Xiong. PAKT: A Position-Aware Self-Attentive Approach for Knowledge Tracing. In: Proceedings of 22nd International Conference on Artificial Intelligence in Educationg. 2021: 285-289\r
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Jun Bai, Wenge Rong, Feiyu Xia, Yanmeng Wang, Yuanxin Ouyang, Zhang Xiong. Paragraph Level Multi-Perspective Context Modeling for Question Generation. In: Proceedings of 2021 IEEE International Conference on Acoustics, Speech and Signal Processing. 2021: 7418-7422\r
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Yanmeng Wang, Ye Wang, Xingyu Lou, Wenge Rong, Zhenghong Hao, Shaojun Wang. Improving Dialogue Response Generation via Knowledge Graph Filter. In: Proceedings of 2021 IEEE International Conference on Acoustics, Speech and Signal Processing. 2021: 7423-7427\r
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Shijie Zhou, Wenge Rong, Jianfei Zhang, Yanmeng Wang, Libin Shi, Zhang Xiong. Topic-Aware Dialogue Generation with Top-hop Based Graph Attention. In: Proceedings of 2021 IEEE International Conference on Acoustics, Speech and Signal Processing. 2021: 7428-7432\r
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Wentao Li, Min Gao, Fan Wu, Wenge Rong, Junhao Wen, Lu Qin. Manipulating Black-Box Networks for Centrality Promotion. In: Proceedings of 37th IEEE International Conference on Data Engineering. 2021: 73-84\r
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Keqin Peng, Wenge Rong, Chen Li, Jiahao Hu, Zhang Xiong. Weight Aware Feature Enriched Biomedical Lexical Answer Type Prediction. In: Proceedings of 27th International Conference on Neural Information Processing. 2020: 63-75\r
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Kuan Xu, Chilin Fu, Xiaolu Zhang, Cen Chen, Ya-Lin Zhanga, Wenge Rong, Zujie Wen, Jun Zhou, Xiaolong Li, Yu Qiao. DMSCN: A Novel Perspective for User Intent Prediction in Customer Service Bots. In: Proceedings of 29th ACM International Conference on Information and Knowledge Management. 2020: 2853-2860\r
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Yanmeng Wang, Wenge Rong, Jianfei Zhang, Yuanxin Ouyang, Zhang Xiong. Knowledge Grounded Pre-Trained Model For Dialogue Response Generation. In: Proceedings of 2020 International Joint Conference on Neural Networks. 2020: 1-8\r
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Yanmeng Wang, Wenge Rong, Shijie Zhou, Yuanxin Ouyang and Zhang Xiong. Dynamic Multi-Level Attention Models for Dialogue Response Generation. In: Proceedings of 17th International Conference on Distributed Computing and Artificial Intelligence. 2020: 62-71\r
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Xiaoyan Zhang, Chuantao Yin, Hui Chen, Wenge Rong, Zhang Xiong, Bertrand David. A hierarchical RNN-based Model for Learning Recommendation with Session Intent Detection. In: Proceedings of 11th IEEE Global Engineering Education Conference. 2020: 540-547\r
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Lei Qiao, Chuantao Yin, Hui Chen, Honglu Sun, Wenge Rong, Zhang Xiong. Automated Construction of Course Knowledge Graph Based on China MOOC Platform. In: Proceedings of 2019 IEEE International Conference on Teaching, Assessment, and Learning for Engineering. 2019: 601-607\r
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Xiang Li, Yuanxin Ouyang, Wenge Rong, Zhang Xiong. A Shallow BERT-CNN Model for Sentiment Analysis on MOOCs Comments. In: Proceedings of 2019 IEEE International Conference on Teaching, Assessment, and Learning for Engineering. 2019: 1126-1131\r
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Long Zhang, Wenge Rong, Shanbo Cui, Yuanxin Ouyang, Zhang Xiong. Social Factors Analysis for Understanding MOOCs Usage Among University Students in China. In: Proceedings of 2019 IEEE International Conference on Engineering, Technology and Education. 2019: 254-261\r
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Dali Chen, Wenge Rong, Zhiyuan Ma, Yuanxin Ouyang, Zhang Xiong. Topic Aware Context Modelling for Conversation Response Generation. In: Proceedings of 26th International Conference on Neural Information Processing. 2019: 387-397\r
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Shiyuan Xiao, Yuanxin Ouyang, Wenge Rong, Jianxin Yang, and Zhang Xiong. Similarity Based Auxiliary Classifier for Named Entity Recognition. In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing. 2019: 1140-1149\r
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Hanxue Ji, Wenge Rong, Jingshuang Liu, Jianxin Yang, and Zhang Xiong. LSTM Based Semi-supervised Attention Framework for Sentiment Analysis. In: Proceedings of 16th IEEE International Conference on Ubiquitous Intelligence and Computing. 2019: 1170-1177\r
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Shuang Qin, Wenge Rong, Libin Shi, Jianxin Yang, Haodong Yang and Zhang Xiong. Syntax Tree Aware Adversarial Question Rewriting for Answer Selection. In: Proceedings of 2019 International Joint Conference on Neural Networks. 2019: 1-8\r
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Jianxin Yang, Wenge Rong, Libin Shi, Zhang Xiong. Sequential Attention with Keyword Mask Model for Community-based Question Answering. In: Proceedings of 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics. 2019: 2201-2211\r
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Xishuo Li, Lijun Zhang, Wenge Rong, Baiwen Li, Qi Li. Deep Hybrid Networks Based Response Selection For Multi-Turn Dialogue Systems. In: Proceedings of 44th International Conference on Acoustic, Speech, and Signal Processing. 2019: 7295-7299\r
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Hengrui Liu, Wenge Rong, Libin Shi, Yuanxin Ouyang, Zhang Xiong. Question Rewrite Based Dialogue Response Generation. In: Proceedings of 25th International Conference on Neural Information Processing. 2018: 169-180\r
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Chuan Tian, Wenge Rong, Yuanxin Ouyang, Zhang Xiong. Improving Word Representation with Word Pair Distributional Asymmetry. In: Proceedings of 2018 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery. 2018: 72-75\r
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Dongge Tang, Wenge Rong, Libin Shi, Haodong Yang, Zhang Xiong. A Hybrid of Deep Sentence Representation and Local Feature Representation Model for Question Answer Selection. In: Proceedings of 2018 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery. 2018: 507-510\r
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Jingfei Han, Wenge Rong, Fang Zhang, Yutao Zhang, Jie Tang, Zhang Xiong. Interactive Area Topics Extraction with Policy Gradient. In: Proceedings of 27th International Conference on Artificial Neural Networks. 2018: 84-93 (Travel Grant Award)\r
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Yuanxin Ouyang, Shanbo Cui, Shiyuan Xiao, Yue Qu, Wenge Rong, Zhang Xiong. Teenagers Need to Aware Their Personal Responsibility in Internet Society: Our approach in Information Entrance Course. In: Proceedings of 2018 IEEE Frontiers in Education Conference. 2018: 1-5\r
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Zhengxi Tian, Wenge Rong, Libin Shi, Jingshuang Liu, Zhang Xiong. Attention Aware Bidirectional Gated Recurrent Unit Based Framework for Sentiment Analysis. In: Proceedings of 11th International Conference on Knowledge Science, Engineering and Management. 2018: 67-78\r
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Tao Wang, Yuanxin Ouyang, Wenge Rong, Zhang Xiong. Neural Sentiment Classification with Social Feedback Signals. In: Proceedings of 11th International Conference on Knowledge Science, Engineering and Management. 2018: 79-90\r
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Zhiyuan Ma, Wenge Rong, Yanmeng Wang, Libin Shi, Zhang Xiong. A Hybrid RNN-CNN Encoder for Neural Conversation Model. In: Proceedings of 11th International Conference on Knowledge Science, Engineering and Management. 2018: 159-170 (Best Student Paper)\r
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Zherong Zhang, Wenge Rong, Yuanxin Ouyang, Zhang Xiong. Importance-Weighted Distance Aware Stocks Trend Prediction. In: Proceedings of 2nd APWeb-WAIM Joint Conference on Web and Big Data. 2018: 357-365 (Travel Grant Award)\r
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Cui Tang, Yuanxin Ouyang, Wenge Rong, Jingshuai Zhang, Zhang Xiong. Time Series Model for Predicting Dropout in Massive Open Online Courses. In: Proceedings of 19th International Conference on Artificial Intelligence in Education. 2018: 353-357\r
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Chuantao Yin, Xin Wang, Wenge Rong, Tianyu Wang, Bertrand David. A System Framework for Sharing Economy. In: Proceedings of 22nd IEEE International Conference on Computer Supported Cooperative Work in Design. 2018: 808-813\r
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Zhen Xu, Nan Jiang, Bingquan Liu, Wenge Rong, Bowen Wu, BaoxunWang, Zhuoran Wang, Xiaolong Wang. LSDSCC: A Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics. In: Proceedings of 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics. 2018: 2070-2080\r
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Yang Liu, Wenge Rong, Zhang Xiong. Improved Text Matching by Enhancing Mutual Information. In: Proceedings of 32nd AAAI Conference on Artificial Intelligence. 2018: 5269-5276 (Travel Grant Award)