皇苏斌

主要学习与工作经历:

2012.12-至今,安徽工程大学,计算机与信息学院,副教授

2016.09-2020.11,上海大学,计算机应用技术,博士 

2009.09-2012.06,安徽工程大学,计算机应用技术,硕士

2005.09-2009.07,安徽工程大学,信息管理与信息系统,本科 

联系邮箱:subinhuang@ahpu.edu.cn

研究方向:

数据挖掘、深度学习、自然语言处理、知识图谱

承担和参加的主要科研项目: 

安徽省高等学校科学研究重点项目,基于语境线索和背景知识的实体分类关系撮合研究,主持 

安徽高校优秀青年人才支持计划项目,开放领域文本中实体关系抽取及其应用研究,主持

安徽工程大学校级科研项目,开放领域文本中实体分类关系抽取及其知识图谱构建,主持 

安徽工程大学青年基金项目,基于交易者行为和社交网络分析的网购市场中虚假交易识别研究,主持 

国家自然科学基金面上项目,C2C市场中基于行为树的销量识别与发布研究,参加

教育部人文社会科学研究项目,基于知识图谱的网购商品评论可信性模型与评估方法研究,参加

教育部人文社会科学研究项目,C2C市场中基于参与者行为的“打榜”识别模型及其应用研究,参加

发表的科研论文:

Subin Huang, Yu Xiu, Jun Li, Sanmin Liu*, Chao Kong. A Bilateral Context and Filtering Strategy-based Approach to Chinese Entity Synonym Set Expansion [J]. Complex & Intelligent Systems, 2023, accept (SCI/EI, IF: 6.85)

Nan Yan, Subin Huang*, Chao Kong. Extracting Entity Synonymous Relations via Context-Aware Permutation Invariance. Int. J. Inf. Technol. Web Eng. 17(1): 1-17 (2022) (EI)

Nan Yan, Subin Huang*, Chao Kong, Reinforcement Learning-Based Autonomous Navigation and Obstacle Avoidance for USVs under Partially Observable Conditions, Mathematical Problems in Engineering, vol. 2021, Article ID 5519033, 13 pages, 2021. (SCI/EI)

Subin Huang, Xiangfeng Luo, Jing Huang et al. An unsupervised approach for learning a Chinese IS-A taxonomy from an unstructured corpus [J]. Knowledge-based Systems, 2019, 182:104861 (SCI/EI, IF: 8.03 

Subin Huang, Xiangfeng Luo, Jing Huang et al. Improving taxonomic relation learning via incorporating relation descriptions into word embeddings [J]. Concurrency and Computation: Practice and Experience, 2020, 32(14) e5696 (SCI/EI)

Subin Huang, Wei Qin, Senyan Zhao et al. An Automatic Approach for Extracting Chinese Entity Synonyms from Encyclopedias [C]//Proceedings of 2020 3rd International Conference on Big Data Technologies, ICBDT, 2020(EI)

Subin Huang, Xiangfeng Luo, Jing Huang et al. Neural Entity Synonym Set Generation using Association Information and Entity Constraint [C]//2020 IEEE International Conference on Knowledge Graph, ICKG, 2020(EI)

皇苏斌,王忠群,汪千松,能量均衡的无线传感器网络节点非均匀分布路由协议[J], 计算机应用, 2011.11.1, 31(11): 2887~2890(CSCD)

Ruirong Xue, Subin Huang, Xiangfeng Luo, Dandan Jiang. Semantic Emotion-Topic Model Based Social Emotion Mining. Journal of Web Engineering, 2018, 17(1-2): 73~92 (SCI)

Nan Yan, Subin Huang*, Chao Kong. Reinforcement Learning-Based Autonomous Navigation and Obstacle Avoidance for USVs under Partially Observable Conditions[J]. Mathematical Problems in Engineering. 2021: 5519033 (SCI)

Nan Yan, Subin Huang*, Chao Kong. Extracting Entity Synonymous Relations via Context-Aware Permutation Invariance[J]. International Journal of Information Technology and Web Engineering. 2022, 17(1), article 3 (EI)

王忠群,皇苏斌,修宇,张义.基于领域专家和商品特征概念树的在线商品评论深刻性度量.现代图书情报技术, 2015, 31(9): 17~25(CSSCI, CSCD)

Xiuxia Ma, Xiangfeng Luo, Subin Huang, Yike Guo. Multi-Distribution Characteristics Based Chinese Entity Synonym Extraction from The Web. Int. J. Intell. Inf. Technol. 2019, 15(3): 42-63 (EI) 

Taotao Zhao, Xiangfeng Luo, Wei Qin, Subin Huang, Shaorong Xie. Topic detectionmodel in a single-domain corpus inspired by the human memory cognitive process, Concurrency and Computation: Practice and Experience, 2018, 30(19):e4642 (SCI/EI)

Xianxian Jin, Xinzhi Wang, Xiangfeng Luo, Subin Huang, Shengwei Gu. Inter-sentence and Implicit Causality Extraction from Chinese Corpus. PAKDD (1) 2020: 739-751 (EI)