个人简介:
谢志文,男,博士。2023年6月毕业于武汉大学计算机学院,获得工学博士学位。2023年7月入职华中师范大学计算机学院。
邮箱: zwxie@ccnu.edu.cn
研究方向:
自然语言处理、知识图谱等
个人荣誉:
(1)2021 MAXP全球高性能云计算创新大赛-基于DGL的图机器学习任务金奖
(2)2021年CCF大数据与计算智能大赛(BDCI)最佳创新探索奖、“泛在感知数据关联融合计算”赛题一等奖
(3)2021年CCKS表型-药物-分子多层次知识图谱链接预测任务第二名、技术创新奖
(4)2020年CCKS新冠科研抗病毒药物图谱的链接预测任务第一名
(5)2021年CCKS通用细粒度时间检测任务第三名
发表论文:
[1] Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, and Jimmy Xiangji Huang. TARGAT: A Time-Aware Relational Graph Attention Model for Temporal Knowledge Graph Embedding. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP). 31:2246-2258 (2023). (SCI一区,CCF B 类)
[2] Zhiwen Xie, Yi Zhang, Jin Liu, Guangyou Zhou, and Jimmy Xiangji Huang. Learning Query Adaptive Anchor Representation for Inductive Relation Prediction. ACL 2023. (CCF A类)
[3] Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou, and Jimmy Xiangji Huang. Dual Gated Graph Attention Networks with Dynamic Iterative Training for Cross-Lingual Entity Alignment. ACM Transactions on Information Systems (TOIS). 40(3): 44:1-44:30 (2022). (SCI二区,CCF A类)
[4] Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang. An efficiency relation-specific graph transformation network for knowledge graph representation learning. Information Processing & Management (IPM). (2022) (SCI一区,CCF B类)
[5] Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang and Xiaohui Cui. GFCNet: Utilizing Graph Feature Collection Networks for Coronavirus Knowledge Graph Embeddings. Information Sciences. 608: 1557-1571 (2022) (SCI 一区,CCF B类)
[6] Yi Zhang, Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang. HGEN: Learning Hierarchical Heterogeneous Graph Encoding for Math Word Problem Solving. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP). 30: 816-828 (2022). (SCI一区,CCF B类)
[7] Zhiwen Xie, Runjie Zhu, Jin Liu, Guangyou Zhou, and Jimmy Xiangji Huang. Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP). 29: 1762-1773 (2021) (SCI 一区,CCF B类)
[8] Guangyou Zhou, Zhiwen Xie, Zongfu Yu, and Jimmy Xiangji Huang. DFM: A parameter-shared deep fused model for knowledge base question answering. Information Sciences. 547: 103-118 (2021) (SCI 一区,CCF B类)
[9] Zhiwen Xie, Guangyou Zhou, Jin Liu, and Jimmy Xiangji Huang. ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding. ACL 2020:5929-5939 (CCF A 类)
[10] Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou, and Jimmy Xiangji Huang. A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment. COLING 2020. (CCF B 类)
[11] Yehong Peng, Yizhen Fang, Zhiwen Xie, and Guangyou Zhou. Topic-enhanced emotional conversation generation with attention mechanism. Knowledge Based Systems. 163: 429-437 (2019). (SCI一区)
[12] Zhiwen Xie, Zhao Zeng, Guangyou Zhou, and Weijun Wang. Topic enhanced deep structured semantic models for knowledge base question answering. SCIENCE CHINA Information Sciences. 60(11):110103:1-110103:15 (2017) (SCI二区,CCF A 类)
[13] Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang, and Tingting He. Bi-Transferring Deep Neural Net-works for Domain Adaptation. ACL 2016. (CCF A类)
[14] Guangyou Zhou, Zhiwen Xie, Tingting He, Jun Zhao, and Xiaohua Tony Hu. Learning the multilingual translation representations for question retrieval in community question answering via non-negative matrix factorization. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP). 24(7): 1305-1314 (2016) (SCI 一区,CCF B 类)
[15] Zhiwen Xie, Zhao Zeng, Guangyou Zhou, and Tingting He. Knowledge Base Question Answering Based on Deep Learning Models. NLPCC 2016. (CCF C类)