主要學(xué)習(xí)與工作經(jīng)歷:
2012.12-至今,安徽工程大學(xué),計(jì)算機(jī)與信息學(xué)院,副教授
2016.09-2020.11,上海大學(xué),計(jì)算機(jī)應(yīng)用技術(shù),博士
2009.09-2012.06,安徽工程大學(xué),計(jì)算機(jī)應(yīng)用技術(shù),碩士
2005.09-2009.07,安徽工程大學(xué),信息管理與信息系統(tǒng),本科
聯(lián)系郵箱:[email protected]
研究方向:
多模態(tài)數(shù)據(jù)處理,大模型,深度學(xué)習(xí)、自然語(yǔ)言處理、知識(shí)圖譜等。歡迎愿意從事多模態(tài)數(shù)據(jù)處理,大模型,深度學(xué)習(xí),自然語(yǔ)言處理等方向的同學(xué)加入!
承擔(dān)和參加的主要科研項(xiàng)目:
安徽省自然科學(xué)基金面上項(xiàng)目,面向中文互聯(lián)網(wǎng)短文本的暴力內(nèi)容識(shí)別與關(guān)聯(lián)研究,主持
安徽省高等學(xué)校科學(xué)研究重點(diǎn)項(xiàng)目,基于語(yǔ)境線索和背景知識(shí)的實(shí)體分類(lèi)關(guān)系撮合研究,主持
安徽高校優(yōu)秀青年人才支持計(jì)劃項(xiàng)目,開(kāi)放領(lǐng)域文本中實(shí)體關(guān)系抽取及其應(yīng)用研究,主持
安徽工程大學(xué)校級(jí)科研項(xiàng)目,開(kāi)放領(lǐng)域文本中實(shí)體分類(lèi)關(guān)系抽取及其知識(shí)圖譜構(gòu)建,主持
安徽工程大學(xué)青年基金項(xiàng)目,基于交易者行為和社交網(wǎng)絡(luò)分析的網(wǎng)購(gòu)市場(chǎng)中虛假交易識(shí)別研究,主持
國(guó)家自然科學(xué)基金面上項(xiàng)目,C2C市場(chǎng)中基于行為樹(shù)的銷(xiāo)量識(shí)別與發(fā)布研究,參加
教育部人文社會(huì)科學(xué)研究項(xiàng)目,基于知識(shí)圖譜的網(wǎng)購(gòu)商品評(píng)論可信性模型與評(píng)估方法研究,參加
教育部人文社會(huì)科學(xué)研究項(xiàng)目,C2C市場(chǎng)中基于參與者行為的“打榜”識(shí)別模型及其應(yīng)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(wú)線傳感器網(wǎng)絡(luò)節(jié)點(diǎn)非均勻分布路由協(xié)議[J], 計(jì)算機(jī)應(yīng)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(lǐng)域?qū)<液蜕唐诽卣鞲拍顦?shù)的在線商品評(píng)論深刻性度量.現(xiàn)代圖書(shū)情報(bào)技術(shù), 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)