杨成 男 数据科学与服务中心 助理教授
研究方向：数据挖掘、自然语言处理、机器学习


个人介绍：杨成，博士，北京邮电大学计算机学院助理教授，2019年7月毕业于清华大学计算机科学与技术系，从事自然语言处理与社会计算相关方向的研究，博士期间在国内外顶级期刊会议上发表多篇论文，Google Scholar累计获得引用近500次，并担任国内外顶级会议包括ACL、EMNLP、SMP等在内的程序委员会成员和期刊的审稿人。




获奖与成果：博士期间以第一作者身份发表CCF A类会议/期刊论文4篇，B类会议论文1篇。Google scholar累计引用次数超500次，其中以第一作者身份发表于CCF A类会议IJCAI 2015的“Network Representation Learning with Rich Text Information”一文已得到300多引用，在该会议录用的575篇文章中引用数位列前三。以第一作者身份发表于EMNLP 2018的“Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement”工作已经被集成到“九歌”人工智能古诗创作系统中。本人同时负责系统的多样性、可控性生成等模块。该系统已累计取得300余万次的访问与调用，并在央视《机智过人》节目中得到了近千万次的网络播放量，取得了一定的社会和学术影响力。本人以第一作者身份发表论文的相关代码已经全部在github开源，累计取得了上百个星标关注。其中EMNLP 2018工作相关代码也作为清华大学人工智能研究院自然语言处理与社会人文计算研究中心的开源成果发布。



发表论文：
2019
Cheng Yang, Jian Tang, Maosong Sun , Ganqu Cui, Zhiyuan Liu. Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks. International Joint Conference on Artificial Intelligence (IJCAI 2019). International Joint Conference on Artificial Intelligence (IJCAI 2019)
Huimin Chen, Xiaoyuan Yi, Wenhao Li, Cheng Yang, Zhipeng Guo, Maosong Sun. Sentiment-Controllable Chinese Poetry Generation. International Joint Conference on Artificial Intelligence (IJCAI 2019)
Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun. GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification. The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019)
Cheng Yang, Jian Tang, Maosong Sun , Ganqu Cui, Zhiyuan Liu. Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks. International Joint Conference on Artificial Intelligence (IJCAI 2019). International Joint Conference on Artificial Intelligence (IJCAI 2019)
2018
Cheng Yang, Maosong Sun, Xiaoyuan Yi, Wenhao Li. Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement. Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)
Ayana, Shiqi Shen, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun. Zero-shot Cross-Lingual Neural Headline Generation. IEEE Transactions on Audio, Speech and Language Processing (IEEE TASLP).
Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun. Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention. Association for the Advancement of Artificial Intelligence (AAAI 2018)
2017
Cheng Yang, Maosong Sun, Zhiyuan Liu, Cunchao Tu. Fast Network Embedding Enhancement via High Order Proximity Approximation. International Joint Conference on Artificial Intelligence (IJCAI 2017)
Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Chang. A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories. ACM Transactions on Information Systems (ACM TOIS)
Cunchao Tu*, Cheng Yang*, Zhiyuan Liu, Maosong Sun. Network representation learning: an overview. SCIENTIA SINICA Informationis 47 (8), 980-996 (* indicates equal contribution).
2016
Wei Chen*, Tian Lin*, Cheng Yang*. Real-time Topic-aware Influence Maximization Using Preprocessing. Computational Social Networks Vol. 3 (1), 8. (* indicates equal contribution)
2015
Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Chang. Network Representation Learning with Rich Text Information. International Joint Conference on Artificial Intelligence (IJCAI 2015)，Google Scholar累计引用300余次




办公地点： 北京邮电大学西土城校区教三楼816


邮箱： yangcheng@bupt.edu.cn




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