主要學習與工作經歷:
2012.12-至今,安徽工程大學,計算機與信息學院,副教授
2016.09-2020.11,上海大學,計算機應用技術,博士
2009.09-2012.06,安徽工程大學,計算機應用技術,碩士
2005.09-2009.07,安徽工程大學,信息管理與信息系統,本科
聯系郵箱:[email protected]
研究方向:
多模態(tài)數據處理,大模型,深度學習、自然語言處理、知識圖譜等。歡迎愿意從事多模態(tài)數據處理,大模型,深度學習,自然語言處理等方向的同學加入!
承擔和參加的主要科研項目:
安徽省自然科學基金面上項目,面向中文互聯網短文本的暴力內容識別與關聯研究,主持
安徽省高等學校科學研究重點項目,基于語境線索和背景知識的實體分類關系撮合研究,主持
安徽高校優(yōu)秀青年人才支持計劃項目,開放領域文本中實體關系抽取及其應用研究,主持
安徽工程大學校級科研項目,開放領域文本中實體分類關系抽取及其知識圖譜構建,主持
安徽工程大學青年基金項目,基于交易者行為和社交網絡分析的網購市場中虛假交易識別研究,主持
國家自然科學基金面上項目,C2C市場中基于行為樹的銷量識別與發(fā)布研究,參加
教育部人文社會科學研究項目,基于知識圖譜的網購商品評論可信性模型與評估方法研究,參加
教育部人文社會科學研究項目,C2C市場中基于參與者行為的“打榜”識別模型及其應用研究,參加
發(fā)表的科研論文:
Subin Huang, Junjie Chen*, et al., DE-ESD: Dual Encoder-based Entity Synonym Discovery using Pre-trained Contextual Embeddings, Expert Systems with Applications, 2025. (SCI/EI,中科院一區(qū))
Daoyu Li, Subin Huang*, et al., Chinese Abbreviation Prediction Using Multi-Feature Fusion and Global Context,”in Proceedings of SEKE num.45, 2024. (EI, CCF-C)
Zhou Qin, Subin Huang*, et al., Improving Event Detection via Trigger Word Expansion,”in Proceedings of SEKE num.30, 2024. (EI, CCF-C)
Subin Huang, Yu Xiu, Jun Li, Sanmin Liu*, et al. A bilateral context and filtering strategy-based approach to Chinese entity synonym set expansion. Complex & Intelligent Systems, 2023, 23:1064, https://doi.org/10.1007/s40747-023-01064-w (SCI/EI,中科院二區(qū))
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)
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,中科院一區(qū))
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)
皇蘇斌,王忠群,汪千松,能量均衡的無線傳感器網絡節(jié)點非均勻分布路由協議[J], 計算機應用, 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)
王忠群,皇蘇斌,修宇,張義.基于領域專家和商品特征概念樹的在線商品評論深刻性度量.現代圖書情報技術, 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)