查看“Luhy”的源代码


*Heng-Yang Lu @ JNUCS and NJUCS, hylu[at]smail.nju.edu.cn and luhengyang[at]jiangnan.edu.cn 

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<span style="font-size:xx-large;">陆恒杨 Heng-Yang Lu</span>

<span style="font-size:larger;">'''Currently '''@ School of Artificial Intelligence and Computer Science<br/> Jiangnan University</span>

<span style="font-size:larger;">Ph.D. Candidate @ IIP&nbsp;Group from 2014-2019<br/> Department of Computer Science and Technology<br/> National Key Laboratory for Novel Software Technology<br/> Nanjing University</span>

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<span style="color:#c0392b;">'''<span style="font-size:x-large;">Supervisor</span>'''</span>

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<span style="font-size:large;"><span style="color:#000000;">Professor Jun-Yuan Xie and&nbsp;</span></span><span style="font-size:large;"><span style="color:#000000;">Professor Chong-Jun Wang</span></span>

<span style="color:#c0392b;">'''<span style="font-size:x-large;">Biography</span>'''</span>

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<span style="font-size:large;">I&nbsp;received my B.Sc. degree in the Department of Computer Science and Technology of Nanjing University in June 2014.&nbsp;I was a Ph.D. candidate at IIP group in&nbsp;the Department of Computer Science and Technology&nbsp;at Nanjing University,&nbsp;led by professor Jun-Yuan Xie and Chong-Jun Wang. I received my Ph.D. degree in June 2019.&nbsp;I was also one of the members of the international branches of&nbsp;[https://hpi.de/en/research/research-school/international-branches/nanjing-university.html Hasso-Plattner-Institut] from Germany (2016-2019).</span>

<span style="font-size:large;">Currently, I am a Lecturer in the&nbsp;School of Artificial Intelligence and Computer Science at Jiangnan University, Wuxi, China. I am also a member of the&nbsp;Jiangsu Provincial Engineering Laboratory of Pattern Recognition and Computational Intelligence.</span>

<span style="color:#c0392b;"><span style="font-size:x-large;">'''Research Interests'''</span></span>

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<span style="font-size:large;">I am interested in Multi-modal Data Mining and Natural Language Processing. Currently, I am focusing on the subfields:</span>

*<span style="font-size:large;">cross-modal retrieval</span> 
*<span style="font-size:large;">few-shot learning</span> 
*<span style="font-size:large;">fine-grained sentimental analysis</span> 
*<font size="4">short text mining in online social media</font> 

<span style="font-size:x-large;"><span style="color:#c0392b;">'''Recent News'''</span></span>

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*<span style="font-size:large;">July 21-24, 2021: Attend the CCFAI&nbsp;2021, Yantai, China.</span> 
*<span style="font-size:large;">Nov 6-8, 2020: Attend the MLA 2020, Nanjing, China.</span> 
*<span style="font-size:large;">Oct 22-24, 2020: Attend the CNCC 2020 conference, Hangzhou, China.</span> 
*<span style="font-size:large;">April 1, 2020: I have joined the School of Artificial Intelligent and Computer Science, Jiangnan University.</span> 
*<span style="font-size:large;">July 1, 2019: I have become a Lecturer at the School of Internet of Things, Jiangnan University.</span> 
*<span style="font-size:large;">May 15, 2019: Defend Day! Thanks a lot, my dear supervisors and colleagues!</span> 
*<span style="font-size:large;">Dec 13-16, 2018: Presentation at the 25th ICONIP Conference,&nbsp;Siem Reap, Cambodia.</span> 
*<span style="font-size:large;">Nov 20-21, 2018: Presentation at the 7th&nbsp;HPI Research School at NJU Workshop, Nanjing, China.</span> 
*<span style="font-size:large;">Oct 19-21, 2017: Attend the Student Forum of the 10th China-Japan University Presidents Conference, Shenyang, China.</span> 
*<span style="font-size:large;">Apr 26-28, 2017: Invited talk at the 12th Annual Symposium on Future Trends in SOC, Potsdam, Germany.</span> 
*<span style="font-size:large;">Feb 02-09, 2017: Poster night at the 31st AAAI Conference, San Francisco, USA.</span> 
*<span style="font-size:large;">Nov 07-08, 2016: Presentation and elevator pitch at 5th&nbsp;HPI Research School at NJU Workshop, Nanjing, China.</span> 
*<span style="font-size:large;">Nov 09-11, 2015: Oral talk at the 27th ICTAI Conference, Vietri Sul Mare, Italy.</span> 
*<span style="font-size:large;">Aug 16-18, 2015: Oral talk at the 15th CCML Conference, Chengdu, China.</span> 

<span style="font-size:x-large;"><span style="color:#c0392b;">'''Awards'''</span></span>

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*<span style="font-size:large;">From&nbsp;Sep&nbsp;2016 to Aug&nbsp;2019:&nbsp;Scholarship for Doctoral Studies (2016-2019), from&nbsp;Hasso-Plattner-Institut</span><span style="font-size:large;">, Germany</span> 
*<span style="font-size:large;">Oct&nbsp;2018:&nbsp;Huawei Scholarship for Ph.D., from NJU, China</span> 
*<span style="font-size:large;">Oct&nbsp;2017:&nbsp;Huawei Scholarship for Ph.D., from NJU, China</span> 
*<span style="font-size:large;">May&nbsp;2014:&nbsp;Outstanding Undergraduate Student Award, from NJU, China</span> 
*<span style="font-size:large;">May&nbsp;2012:&nbsp;Outstanding Student Cadres, from the Provincial&nbsp;Education Department of Jiangsu, China</span> 

<span style="font-size:x-large;"><span style="color:#c0392b;">'''Publications'''</span>&nbsp;</span>

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'''&nbsp;<span style="font-size:x-large;">Conferences</span>'''

'''<span style="font-size:large;">10. Win-win Cooperation: A Novel Dual-Modal Dual-Label Algorithm for Membrane Proteins Function Pre-screen</span>'''<span style="font-size:large;">[[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8983059 PDF]]</span>

<span style="font-size:large;">Zhang Y, Zhang Z, Cheng H, '''Lu H''', Zhang L, Wang C, Xie J&nbsp;</span>

<span style="font-size:large;">In&nbsp;Proceedings of'''&nbsp;''' '''BIBM-19'''. San Diego,&nbsp;USA, 2019. (EI, CPCI-S,&nbsp;CCF-B)</span>

'''<span style="font-size:large;">9. MALP: A More Effective Meta-Paths Based Link Prediction Method in Partially Aligned Heterogeneous Social Networks</span>'''<span style="font-size:large;">[[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8995192 PDF]]</span>

<span style="font-size:large;">Zhu K, Cao M, '''Lu H'''</span>

<span style="font-size:large;">In&nbsp;Proceedings of '''ICATI-19'''.&nbsp;Portland,&nbsp;USA, 2019. (EI, CPCI-S, CCF-C)</span>

'''<span style="font-size:large;">8. GADGET: Using Gated GRU for Biomedical Event Trigger Detection</span>'''<span style="font-size:large;">[[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8852355 PDF]]</span>

<span style="font-size:large;">Zeng C, Zhang Y, '''Lu H''', Wang C&nbsp;</span>

<span style="font-size:large;">In&nbsp;Proceedings of'''&nbsp;''' '''IJCNN-19'''. Budapest,&nbsp;</span><span style="font-size:large;">Hungary, 2019. (EI, CPCI-S, CCF-C)</span>

'''<span style="font-size:large;">7. Exploiting Global Semantic Similarity Biterms for Short-text Topic Discovery</span>'''[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8576149 <span style="font-size:large;">[PDF</span>]]

<span style="font-size:large;">'''Lu&nbsp;H''', Ge G, Li Y, Wang C, Xie J</span>

<span style="font-size:large;">In&nbsp;Proceedings of'''&nbsp;''' '''ICTAI-18'''. Volos. Greece, 2018: 975-982. (EI, CPCI-S, CCF-C)</span>

'''<span style="font-size:large;">6. Online Single Homogeneous Source Transfer Learning Based on AdaBoost</span>'''<span style="font-size:large;">[[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8576059 PDF]]</span>

<span style="font-size:large;">Du Y, Chen Q,&nbsp;'''Lu H''', Wang C</span>

<span style="font-size:large;">In&nbsp;Proceedings of&nbsp; '''ICTAI-18'''.&nbsp;Volos,&nbsp;Greece, 2018: 344-349. (EI, CPCI-S, CCF-C)</span>

'''<span style="font-size:large;">5. Constructing Pseudo Documents with Semantic Similarity for Short Text Topic Discovery</span>'''<span style="font-size:large;">[[https://link.springer.com/content/pdf/10.1007/978-3-030-04221-9_39.pdf PDF]]</span>

<span style="font-size:large;">'''Lu H''', Li Y, Tang C, Wang C, Xie J</span>

<span style="font-size:large;">In&nbsp;Proceedings of '''ICONIP-18'''.'''&nbsp;'''Siem Reap,&nbsp;Cambodia, 2018: 437-449. (EI, CPCI-S, CCF-C)</span>

'''<span style="font-size:large;">4. Topics may Evolve: Using Complaint Data&nbsp;for Analysis&nbsp;</span>'''<span style="font-size:large;">[[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8372098 PDF]]</span>

<span style="font-size:large;">Xie L, Wang L, '''Lu H''', Li N, Wang C</span>

<span style="font-size:large;">In&nbsp;Proceedings of '''ICTAI-17'''. Boston,&nbsp;USA, 2017: 1296-1303. (EI, CPCI-S, CCF-C)</span>

'''<span style="font-size:large;">3. Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery&nbsp;</span>'''<span style="font-size:large;">[[https://aaai.org/ocs/index.php/AAAI/AAAI17/paper/view/14172/13900 PDF]]</span>

<span style="font-size:large;">'''Lu H''', Xie L, Kang N, Wang C and Xie J</span>

<span style="font-size:large;">In&nbsp;Proceedings of '''AAAI-17'''. San Francisco, USA, 2017:1192-1198. (EI, CPCI-S, CCF-A)</span>

<font size="4">'''2. Biterm Pseudo Document Topic Model for Short Text'''&nbsp;</font><span style="font-size:large;">[[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7814694 PDF]]</span>

<span style="font-size:large;">Jiang L, '''Lu H''', Xu M and Wang C</span>

<span style="font-size:large;">In&nbsp;Proceedings of '''ICTAI-16'''. San Jose, USA, 2016: 865-872. (EI, CPCI-S, CCF-C)</span>

<span style="font-size:large;">'''1. Never Ignore The Significance Of Different Anomalies: A Cost-sensitive Algorithm Based On Loss Function For Anomaly Detection&nbsp;'''[[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7372253 PDF]]</span>

<span style="font-size:large;">'''Lu H''', Chen F, Xu M, Wang C and Xie J</span>

<span style="font-size:large;">In Proceedings of&nbsp;'''ICTAI-15'''. Vietri Sul Mare,&nbsp;Italy,&nbsp;2015: 1099-1105. (EI, CPCI-S, CCF-C)</span>

'''<span style="font-size:x-large;">Journals</span>'''

<span style="font-size:large;">'''11.&nbsp;A deep neural networks-based fusion model for COVID-19 rumor detection from online social media'''[Accept][[https://www.emerald.com/insight/content/doi/10.1108/DTA-06-2021-0160/full/html LINK]]</span>

<span style="font-size:large;">'''Lu H''',&nbsp;Yang J, Fang W, Song X, Wang C</span>

<span style="font-size:large;">'''Data Technologies and Applications''', 2022. (SCI)</span>

'''<span style="font-size:large;">10. 面向网络社交媒体的少样本新冠谣言检测</span>'''<span style="font-size:large;">[[http://jcip.cipsc.org.cn/CN/abstract/abstract3255.shtml Chinese Version]]</span>

<span style="font-size:large;">'''陆恒杨''', 范晨悠&nbsp;和 吴小俊</span>

<span style="font-size:large;">'''中文信息学报''', 2022, 36(1): 135-144.</span>

<span style="font-weight: bold; font-size: large;">9.</span>''&nbsp;''<span style="font-size:large;">'''Learning transferable and discriminative features for unsupervised domain adaptation'''</span>

<span style="font-size:large;">Du Y, Zhang R, Zhang X, Yao&nbsp;Y,&nbsp;'''Lu H''',&nbsp;Wang C *</span>&nbsp;&nbsp;<span style="font-size:large;">&nbsp;</span>

<span style="font-size:large;">'''Intelligent Data Analysis''', 2022, 26(2): 407-425.</span>

<span style="font-size:large;">'''8.&nbsp;One for “All”: A unified model for fine-grained sentiment analysis under three tasks'''[[https://peerj.com/articles/cs-816/ LINK]][[https://github.com/jncsnlp/MEABSA DATA]]</span>

<span style="font-size:large;">'''Lu H''',&nbsp;Yang J *, Hu C, Fang W&nbsp;</span>

'''<span style="font-size:large;">PeerJ Computer Science</span>'''<span style="font-size:large;">, 2021, 7: e816. (SCI)</span>

<span style="font-size:large;">'''7.&nbsp;A novel few-shot learning based multi-modality fusion model for COVID-19 rumor detection from online social media'''[[https://peerj.com/articles/cs-688/ LINK]][[https://github.com/jncsnlp/FSL-Multimodal-Rumor-Detection CODE]]</span>

<span style="font-size:large;">'''Lu H *''', Fan C, Song X, Fang W</span>

'''<span style="font-size:large;">PeerJ Computer Science</span>'''<span style="font-size:large;">, 2021, 7: e688</span><span style="font-size:large;">. (SCI)</span>

<span style="font-size:large;"><span style="font-weight: bold;">6.</span>''&nbsp;'''''SenU-PTM: a novel phrase-based topic model for short-text topic discovery by exploiting word embeddings'''[[https://www.emerald.com/insight/content/doi/10.1108/DTA-02-2021-0039/full/html PDF]]</span>

<span style="font-size:large;">'''Lu H *''', Zhang Y, Du Y</span>

<span style="font-size:large;">'''Data Technologies and Applications''', 2021, 55(5): 643-660. (SCI)</span>

<span style="font-size:large;"><span style="font-weight: bold;">5.</span>''&nbsp;'''''Polysemy Needs Attention: Short-Text Topic Discovery With Global and Multi-Sense Information'''[[https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9328428 PDF]]</span>

<span style="font-size:large;">'''Lu H *''', Yang J, Zhang Y, Li Z</span>

<span style="font-size:large;">'''IEEE ACCESS''', 2021, 9: 14918-14932. (EI, SCI)</span>

<span style="font-weight: bold; font-size: large;">4.</span>''&nbsp;'''''<span style="font-size:large;">What is Discussed about COVID-19: A Multi-Modal Framework for Analyzing Microblogs from Sina Weibo without Human Labeling</span>'''<span style="font-size:large;">[[http://www.techscience.com/cmc/v64n3/39439 PDF]]</span>

<span style="font-size:large;">'''Lu H *''', Lou Y, Jin B, Xu M</span>

'''<span style="font-size:large;">CMC-Computers, Materials & Continua</span>'''<span style="font-size:large;">, 2020, 64(3): 1453-1471. (EI, SCI)</span>

<span style="font-weight: bold; font-size: large;">3.</span>''&nbsp;'''''<span style="font-size:large;">Multi-Entity Aspect-Based Sentiment Analysis with Context, Entity, Aspect Memory and Dependency Information</span>'''<span style="font-size:large;">[[http://delivery.acm.org/10.1145/3330000/3321125/a47-yang.pdf?ip=202.119.43.169&id=3321125&acc=ACTIVE%20SERVICE&key=BF85BBA5741FDC6E.180A41DAF8736F97.4D4702B0C3E38B35.4D4702B0C3E38B35&__acm__=1558587505_d17bf4245aab407c265d114347e5187b PDF]]</span>

<span style="font-size:large;">Yang J, Yang R,&nbsp;'''Lu H''', Wang C, Xie J</span>&nbsp;&nbsp;<span style="font-size:large;">&nbsp;</span>

<span style="font-size:large;">'''Transactions on Asian and Low-Resource Language Information Processing''', 2019, 18(4). (EI, SCI)</span>

<span style="font-weight: bold; font-size: large;">2.</span>''&nbsp;''<span style="font-size:large;">'''Util'''</span>'''<span style="font-size:large;">izing Recurrent Neural Network for Topic Discovery in Short Text&nbsp;Scenarios</span>'''<span style="font-size:large;">[[https://content.iospress.com/download/intelligent-data-analysis/ida183842?id=intelligent-data-analysis/ida183842 PDF]]</span>

<span style="font-size:large;">'''Lu H''', Kang N, Li Y, Zhan Q, Xie J, Wang C *</span>&nbsp;&nbsp;<span style="font-size:large;">&nbsp;</span>

<span style="font-size:large;">'''Intelligent Data Analysis''', 2019, 23(2): 259-277. (EI, SCI)</span>

'''<span style="font-size:large;">1. 一种基于相关性特征融合的乳腺图像感兴趣区域检测方法</span>'''<span style="font-size:large;">[[http://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2016&filename=NJDZ201601022&uid=WEEvREdxOWJmbC9oM1NjYkZCbDdrdXdUVU15NmEzQUxJOGhUaE5uNkZHZDk=$R1yZ0H6jyaa0en3RxVUd8df-oHi7XMMDo7mtKT6mSmEvTuk11l2gFA!!&v=MTY3NzRxVHJXTTFGckNVUkxPZlp1WnBGeXprVUwzTkt5ZlBkTEc0SDlmTXJvOUhab1I4ZVgxTHV4WVM3RGgxVDM= Chinese Version]]</span>

<span style="font-size:large;">'''陆恒杨''', 李宁 * 和 谢俊元</span>

<span style="font-size:large;">'''南京大学学报（自然科学）''', 2016, 52(1): 194-202. (CSCD)</span>

<span style="font-size:x-large;">'''<span style="color:#c0392b;">Fundings</span>'''</span>

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<span style="font-size:large;">6. 国家自然科学基金（青年基金），面向社交媒体的跨模态图文检索研究，62002137，2021/01-2023/12</span>

<span style="font-size:large;">5.&nbsp;国家重点研发计划（课题子任务），全细胞数字模型设计工具与优化算法开发，2020YFA0908303，2020/11-2025/09</span>

<span style="font-size:large;">4. 江苏省双创博士，2020/09/01-2022/09/01</span>

<span style="font-size:large;">3. 计算机软件新技术国家重点实验室（开放课题），基于细粒度特征的跨模态图文检索研究，KFKT2020B02，2020/06/01-2022/05/31</span>

<span style="font-size:large;">2. 福建省信息处理与智能控制重点实验室（闽江学院）（开放基金），面向社交媒体的主题挖掘研究，MJUKF-IPIC202011，2020/06/01-2022/05/31</span>

<span style="font-size:large;">1. 江南大学基本科研计划（青年基金），基于短文本的主题模型研究，JUSRP12021，2020/01/01-2021/12/31</span>

<span style="font-size:x-large;">'''<span style="color:#c0392b;">Professional Activities</span>'''</span>

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*<span style="font-size:large;">PC member of AAAI 2021, Conference</span> 
*<span style="font-size:large;">Reviewer of&nbsp;&nbsp;Journal of Computational Social Science, Journal</span> 
*<span style="font-size:large;">Reviewer of&nbsp;ACM Computing Surveys, Journal</span> 
*<span style="font-size:large;">Reviewer of Complexity, Journal</span> 
*<span style="font-size:large;">Reviewer of IEEE Access, Journal</span> 
*<span style="font-size:large;">Reviewer of MBR (Multivariate Behavioral Research), Journal</span> 
*<span style="font-size:large;">Reviewer of KAIS (Knowledge and Information Systems), Journal</span> 
*<span style="font-size:large;">Dec 13, 2018: Session Chair of 'Word, text and document processing' in ICONIP 2018,&nbsp;Siem Reap, Cambodia</span> 

<span style="font-size:x-large;">'''<span style="color:#c0392b;">Teaching</span>'''</span>

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*<span style="font-size:large;">Computer Ethics. (for undergraduate students. Spring, 2022)</span> 
*<span style="font-size:large;">Course Design of Artificial Intelligence. (for undergraduate students. Summer, 2020, 2021, 2022)</span> 
*<span style="font-size:large;">Introduction to Artificial Intelligence. (for undergraduate students. Spring, 2020, 2021, 2022)</span> 
*<span style="font-size:large;">Introduction to C++ Programming. (for undergraduate students. Spring, 2020)</span> 
*<span style="font-size:large;">Principle of Compiler. (for undergraduate students. Fall, 2019, 2020, 2021)</span> 
*<span style="font-size:large;">Mathematical Logic. (assistant, for undergraduate students. Spring, 2016)</span> 
*<span style="font-size:large;">Introduction to Java Programming. (assistant, for undergraduate students. Fall, 2014)</span> 

<font color="#c0392b" size="5">'''Students'''</font>

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'''<span style="font-size:large;">Graduate</span>'''

<span style="font-size:large;">2021</span>

<span style="font-size:large;">Jun-kang Zhou 周俊康&nbsp;(Co-supervised with Prof. Wei Fang)</span>

<span style="font-size:large;">2020</span>

<span style="font-size:large;">Shun Yang 杨舜&nbsp;(Co-supervised with Prof. Xiaojun Wu)，</span>

<span style="font-size:large;">Wei Nie 聂玮 (Co-supervised with Prof. Wei Fang)，Yue Jia 贾玥(Co-supervised with Prof. Wei Fang)</span>

'''<span style="font-size:large;">Undergraduate</span>'''

<span style="font-size:large;">2018</span>

<span style="font-size:large;">Wenchang Liu 刘文昌 (东南大学)，Yuanzhuo Huang 黄渊卓，Yumeng Liu 刘雨萌 (苏州大学)，Shihao Weng 翁诗浩 (南京大学)</span>

<span style="font-size:x-large;">'''<span style="color:#c0392b;">Personal Interests</span>'''</span>

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*<span style="font-size:large;">Travelling and Photography</span> 
*<span style="font-size:large;">Tennis</span>