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;">Postdoc&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; @ JNU&nbsp;from 2020-now<br/> Ph.D. Candidate @ IIP Group from 2014-2019</span><br/> <span style="font-size:larger;">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;">Postdoc&nbsp;Supervisor:&nbsp; Professor Xiao-jun Wu</span></span> 
*<span style="font-size:large;"><span style="color:#000000;">Ph.D.&nbsp; &nbsp; &nbsp; Supervisor:&nbsp; 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). I started my postdoc in Jiangnan University from 2020, majoring multi-modal data analysis.</span>

<span style="font-size:large;">Currently, I am the&nbsp;Associate Professor 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;">backdoor attack</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;">Nov 19-24, 2024: Attend the PRICAI 2024, Kyoto, Japan.</span> 
*<span style="font-size:large;">Aug 13-17, 2024: Attend the ACL 2024, Bankok, Thailand.</span> 
*<span style="font-size:large;">May 5-7, 2024:&nbsp;Attend the VALSE 2024, Chongqing, China.</span> 
*<span style="font-size:large;">Oct 26-28, 2023: Attend the CNCC 2023, Shenyang, China.</span> 
*<span style="font-size:large;">July 27-30, 2023: Attend the CCFAI 2023,&nbsp;Urumqi, China.</span> 
*<span style="font-size:large;">June 30, 2023: Attend the CCAC 2023, Xi'an, China.</span> 
*<span style="font-size:large;">June 10-12, 2023: Attend the VALSE 2023, Wuxi, China.</span> 
*<span style="font-size:large;">May 11-14, 2023: Attend the CCIG 2023, Suzhou, China.</span> 
*<span style="font-size:large;">Aug 26-28, 2022: Attend&nbsp;the JSAI 2022, Wuxi, China.</span> 
*<span style="font-size:large;">June, 2022: I have become the Associated Professor&nbsp;at the School of Artificial Intelligent and Computer Science, Jiangnan University.</span> 
*<span style="font-size:large;">July 21-24, 2021: Attend the CCFAI&nbsp;2021, Yantai, China.</span> 
*<span style="font-size:large;">July 10-11, 2021: Attend the CCAC 2021, Beijing, 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, 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;">2024: 江南大学第二十届我最喜爱的老师</span> 
*<span style="font-size:large;">2023:&nbsp;The "Call to Arms"&nbsp;award, ECAI 2023</span> 
*<span style="font-size:large;">2023年江南大学本科优秀毕业设计（论文）指导老师</span> 
*<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;">17.</span>'''<span style="font-size:large;">&nbsp;'''TeMME: Temporal Knowledge Graph Completion using Multi-grade Multivector Embeddings'''</span><span style="font-size:large;">[[https://link.springer.com/chapter/10.1007/978-981-96-0125-7_26 PDF]]</span>

<span style="font-size:large;">'''Lu H''', Yu H, Fan C, Zhan Q, Fang W, Wu X</span>

<span style="font-size:large;">In Proceedings of'''&nbsp;'''&nbsp;PRICAI'''-24'''. Kyoto, Japan, 2024: 121-126.</span>

'''<span style="font-size:large;">16.</span>'''<span style="font-size:large;">&nbsp;'''A Novel MLLMs-based Two-stage Model for Zero-shot Multimodal Sentiment Analysis'''</span><span style="font-size:large;">[[https://link.springer.com/chapter/10.1007/978-981-96-0119-6_41#citeas PDF]]</span>

<span style="font-size:large;">'''Lu H''', Li X</span>

<span style="font-size:large;">In Proceedings of'''&nbsp;'''&nbsp;PRICAI'''-24'''. Kyoto, Japan, 2024.</span>

'''<span style="font-size:large;">15.&nbsp;</span>'''<span style="font-weight: bold; font-size: large;">JN-NLP at SIGHAN-2024 dimABSA Task: Extraction of Sentiment Intensity Quadruples Based on Paraphrase Generation</span><span style="font-size:large;">[[https://aclanthology.org/2024.sighan-1.14/ PDF]]</span>

<span style="font-size:large;">Jiang Y, Liu&nbsp;T, '''Lu H'''</span>

<span style="font-size:large;">In Proceedings of'''&nbsp;'''&nbsp;SIGHAN'''-10'''. Bangkok, Thailand, 2024: 121-126.</span>

'''<span style="font-size:large;">14.&nbsp;JN666 at SemEval-2024 Task 7: NumEval: Numeral-Aware Language Understanding and Generation</span>'''<span style="font-size:large;">[[https://aclanthology.org/2024.semeval-1.76/ PDF]]</span>

<span style="font-size:large;">Liu X, Liu X, '''Lu H'''</span>

<span style="font-size:large;">In Proceedings of'''&nbsp;'''&nbsp;SemEval'''-24'''. Mexico City, Mexico, 2024: 497-502.</span>

'''<span style="font-size:large;">13.&nbsp;A Novel Differentiable Rank Learning Method Towards Stock Movement Quantile Forecasting</span>'''

<span style="font-size:large;">Fan C, '''Lu H''', Huang A</span>

<span style="font-size:large;">In Proceedings of'''&nbsp;'''&nbsp;ECAI'''-23'''. Kraków, Poland, 2023. (CCF-B)</span>

'''<span style="font-size:large;">12. Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications</span>'''<span style="font-size:large;">[</span>[https://aclanthology.org/2022.coling-1.82/ <span style="font-size:large;">PDF</span>]<span style="font-size:large;">]</span><span style="font-size:large;">[[https://github.com/jncsnlp/locatormodel CODE]]</span>

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

<span style="font-size:large;">In&nbsp;Proceedings of'''&nbsp;''' '''COLING-22'''. Gyeongju, Republic of Korea, 2022: 948-993. (CCF-B)</span>

'''<span style="font-size:large;">11. Pay Attention to the "Tails": A Novel Aspect-Fusion Model for Long-Tailed Aspect Category Detection</span>'''<span style="font-size:large;">[[https://link.springer.com/chapter/10.1007/978-3-031-20865-2_24 PDF]]</span>

<span style="font-size:large;">Nie W, '''Lu H''', Fang W</span>

<span style="font-size:large;">In&nbsp;Proceedings of'''&nbsp;''' '''PRICAI-22'''. Shanghai, China, 2022: 321-334. (CCF-C)</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;">21.</span>'''<span style="font-size:large;">'''&nbsp;QAIE: LLM-based Quantity Augmentation and Information Enhancement for Few-Shot Aspect-Based Sentiment Analysis'''[[https://www.sciencedirect.com/science/article/pii/S0306457324002760?dgcid=author PDF]]</span>

<span style="font-size:large;">'''Lu H''', Liu T, Cong R, Yang J, Gan Q, Fang W, Wu X.</span>

<span style="font-size:large;">'''Information Processing and Management''', 2025, 62(1), 103917. (SCI, CCF B)</span>

'''<span style="font-size:large;">20.&nbsp;A machine learning model based on CHAT-23 for early screening of autism in Chinese children</span>'''<span style="font-size:large;">[[https://www.frontiersin.org/journals/pediatrics/articles/10.3389/fped.2024.1400110/full?utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field&journalName=Frontiers_in_Pediatrics&id=1400110 PDF]]</span>

<span style="font-size:large;">'''Lu H''', Zhang H, Zhong Y, Meng X, Zhang M, Qiu T</span>

<span style="font-size:large;">'''Frontiers in Pediatrics''', 2024, 12. (SCI)</span>

'''<span style="font-size:large;">19.&nbsp;GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility Itemset Mining in Large Transaction Datasets</span>'''<span style="font-size:large;">[[https://ieeexplore.ieee.org/document/10167780/ PDF]]</span>

<span style="font-size:large;">Fang W, Jiang H,&nbsp;'''Lu H''', Sun J, Wu X, Lin J</span>

<span style="font-size:large;">'''IEEE Transactions on Knowledge and Data Engineering''', 2024, 36(2): 652-667. (CCF A)</span>

'''<span style="font-size:large;">18.&nbsp;Mutual Information-Guided GA for Bayesian Network Structure Learning</span>'''<span style="font-size:large;">[[https://ieeexplore.ieee.org/abstract/document/9940608 PDF]]</span>

<span style="font-size:large;">Yan K, Fang W, '''Lu H''', Zhang X, Sun J, Wu X</span>

<span style="font-size:large;">'''IEEE Transactions on Knowledge and Data Engineering''', 2023, 35(8): 8282-8299. (CCF A)</span>

'''<span style="font-size:large;">17. 结合扩散模型图像编辑的图文检索后门攻击（录用）</span>'''

<span style="font-size:large;">杨舜 和&nbsp;&nbsp;'''陆恒杨'''</span>

<span style="font-size:large;">'''计算机科学与探索''', 2023.</span>

<span style="font-weight: bold; font-size: large;">16.</span>''&nbsp;''<span style="font-size:large;">'''Think More Ambiguity Less: A Novel Dual Interactive Model with Local and Global Semantics for Chinese Named Entity Recognition'''[[https://dl.acm.org/doi/10.1145/3583685 PDF]]</span>

<span style="font-size:large;">Jia Y, Fang W,&nbsp;'''Lu H'''</span>

<span style="font-size:large;">'''Transactions on Asian and Low-Resource Language Information Processing''', 2023, 22(6):1-21.</span>

'''<span style="font-size:large;">15. 基于提示调优的中文上位词发现（录用）</span>'''

<span style="font-size:large;">周俊康,&nbsp;'''陆恒杨''', 刘哲&nbsp;和 方伟</span>

<span style="font-size:large;">'''中文信息学报''', 2023.</span>

<span style="font-size:large;">'''14.&nbsp;Advances and applications of machine learning and intelligent optimization algorithms in genome-scale metabolic network models'''[[https://link.springer.com/content/pdf/10.1007/s43393-022-00115-6.pdf PDF]]</span>

<span style="font-size:large;">Bai L, You Q, Zhang C, Sun J, Liu L, '''Lu H''', Chen Q</span>

<span style="font-size:large;">'''Systems Microbiology and Biomanufacturing''', 2022.</span>

<span style="font-size:large;">'''13.&nbsp;High-utility itemsets mining based on binary particle swarm optimization with multiple adjustment strategies'''[[https://www.sciencedirect.com/science/article/abs/pii/S1568494622003684 PDF]]</span>

<span style="font-size:large;">Fang W, Zhang Q,&nbsp;'''&nbsp;Lu H''',&nbsp;Lin J</span>

<span style="font-size:large;">'''Applied Soft Computing''', 2022. (SCI)</span>

<span style="font-size:large;">'''12. A deep neural networks-based fusion model for COVID-19 rumor detection from online social media'''[[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, 56(5): 806-824. (SCI)</span>

'''<span style="font-size:large;">11. 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]][[https://github.com/jncsnlp/COVID-RUMOR-SINA-WEIBO Data]]</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;">10.</span>''&nbsp;''<span style="font-size:large;">'''LAMB: A novel algorithm of label collaboration based multi-label learning '''[https://content.iospress.com/download/intelligent-data-analysis/ida215946?id=intelligent-data-analysis/ida215946 [PDF]]</span>

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

<span style="font-size:large;">'''Intelligent Data Analysis''', 2022, 26(5): 1229-1245.</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 '''[[https://content.iospress.com/download/intelligent-data-analysis/ida215813?id=intelligent-data-analysis/ida215813 PDF]]</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&nbsp;'''[[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;">Patents</span>'''

<font size="4">'''7.'''</font><span style="font-size:large;">'''一种中文上位词检索方法及装置'''</span><font size="4">，'''陆恒杨'''，周俊康，刘哲，方伟，孙俊，吴小俊，ZL202310214059.X</font>

<font size="4">申请日：2023年03月07日；授权公告日：2024年07月12日</font>

<font size="4">'''6.一种长尾分布场景下的方面类别识别方法及系统'''，'''陆恒杨'''，方伟，聂玮，孙俊，吴小俊，ZL202111681644.8</font>

<font size="4">申请日：2021年12月30日；授权公告日：2024年04月02日</font>

<font size="4">'''5.TEXT CLASSIFICATION BACKDOOR ATTACK PREDICTION METHOD, SYSTEM, AND DEVICE'''，'''Hengyang Lu'''，Chenyou Fan，Wei Fang，Jun Sun，Xiaojun Wu，US011829474B1</font>

<font size="4">申请日：2023年07月21日；授权日：2023年11月28日</font>

<font size="4">'''4.一种基于扩散模型的图文检索后门攻击方法、装置及设备'''，'''陆恒杨'''，杨舜，方伟，孙俊，吴小俊，ZL202310821656.9</font>

<font size="4">申请日：2023年07月06日；授权公告日：2023年10月13日</font>

<span style="font-size:large;">'''3.文本中多义性单词的标注方法、设备、处理器和存储介质&nbsp;'''，'''陆恒杨'''，黄渊卓，方伟，ZL202110270079.X</span>

<font size="4">申请日：2021年03月12日；授权公告日：2023年1月6日</font>

<span style="font-size:large;">'''2.基于元学习及深度学习的少样本社交媒体谣言检测方法'''，'''陆恒杨'''，范晨悠，杨舜，吴小俊，ZL202110770088.5</span>

<font size="4">申请日：2021年07月07日；授权公告日：2022年12月9日</font>

<span style="font-size:large;">'''1.一种文本分类后门攻击方法、系统及设备'''</span><span style="font-size:large;">，'''陆恒杨'''，周俊康，胡聪，方伟，吴小俊，ZL202210233023.1</span>

<span style="font-size:large;">申请日：2022年03月29日；授权公告日：2022年11月8日</span>

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

----

<span style="font-size:large;">7. 中国博士后科学基金（面上项目），2022M711360，2022</span>

<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>

----

*<span style="font-size:large;">Registration Chair of VALSE 2023, Conference (视觉与学习青年学者研讨会)</span> 
*<span style="font-size:large;">Session Chair of 'LLM1' in PRICAI 2024,&nbsp;Conference</span> 
*<span style="font-size:large;">Session Chair of 'Word, text and document processing' in ICONIP 2018,&nbsp;Conference</span> 
*<span style="font-size:large;">PC member of AAAI 2021, ECAI 2023, CVPR 2024</span> 
*<span style="font-size:large;">Reviewer of KSEM 2023, ACML 2024</span> 
*<span style="font-size:large;">Reviewer of&nbsp;IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Neural Networks and Learning Systems,&nbsp;IEEE Transactions on Information Forensics and Security,&nbsp;IEEE Transactions on Computational Social Systems</span> 
*<span style="font-size:large;">Reviewer of&nbsp;ACM Computing Surveys, Journal</span> 
*<span style="font-size:large;">Reviewer of&nbsp;Information Processing and Management, Journal</span> 
*<span style="font-size:large;">Reviewer of Knowledge and Information Systems, Journal</span> 
*<span style="font-size:large;">Reviewer of Applied Intelligence, Journal</span> 
*<span style="font-size:large;">Reviewer of&nbsp;Journal of Computational Social Science, Journal</span> 
*<span style="font-size:large;">Reviewer of&nbsp;Cybernetics and Systems, Journal</span> 
*<span style="font-size:large;">Reviewer of Peer J Computer Science,&nbsp;</span><span style="font-size:large;">Complexity, </span><span style="font-size:large;">IEEE Access,</span>&nbsp;<span style="font-size:large;">Multivariate Behavioral Research</span> 

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

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*<span style="font-size:large;">Principle of Compiler. (for undergraduate students of CS Dept. Fall, 2019-2021, Spring, 2023, 2024)</span> 
*<span style="font-size:large;">Course Design of Principle of Compiler. (for undergraduate students of CS Dept. Summer, 2023, 2024)</span> 
*<span style="font-size:large;">Natural Language Processing. (for undergraduate students of CS Dept. Fall, 2023, 2024)</span> 
*<span style="font-size:large;">Computer Ethics. (for undergraduate students of CS Dept. Spring, 2022, 2023, 2024)</span> 
*<span style="font-size:large;">Frontier Course in Computer Science. (for undergraduate students of CS Dept. Fall, 2023)</span> 
*<span style="font-size:large;">Machine Learning. (for undergraduate students of CS Dept. Fall, 2022)</span> 
*<span style="font-size:large;">Programming II (Python). (for&nbsp;undergraduate student of AI Dept. Fall, 2022)</span> 
*<span style="font-size:large;">Course Design of Artificial Intelligence. (for undergraduate students of CS Dept. Summer, 2020, 2021)</span> 
*<span style="font-size:large;">Introduction to Artificial Intelligence. (for undergraduate students of CS Dept. Spring, 2020, 2021, 2022)</span> 
*<span style="font-size:large;">Introduction to C++ Programming. (for undergraduate students of CS Dept. Spring, 2020)</span> 
*<span style="font-size:large;">Mathematical Logic. (assistant, for undergraduate students of CS Dept. Spring, 2016)</span> 
*<span style="font-size:large;">Introduction to Java Programming. (assistant, for undergraduate students of CS Dept. Fall, 2014)</span> 

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

----

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

<span style="font-size:large;">2024</span>

<span style="font-size:large;">Jun-jie Zheng&nbsp;郑俊杰，Xinyi Liu 刘新宜，Yunfan&nbsp;Jiang&nbsp;姜云帆，Yang&nbsp;Gao 高杨，Jing-jing Zhao 赵箐箐</span>

<span style="font-size:large;">2023</span>

<span style="font-size:large;">Rui Cong 丛瑞，Ji-peng He 何纪芃，Xing-tong Liu 刘欣桐，Xin Guo 郭鑫，Bin Tang 唐斌，Yi-yang Song 宋易洋</span>

<span style="font-size:large;">2022</span>

<span style="font-size:large;">Xiao-fei Li 李晓菲，Tian-ci Liu 刘天赐，Hao-kun Yu 于浩坤，Yi Zhong 钟椅，Long-kang Lin 林龙康，Jia-ming Zhang 张家铭</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，小米)</span>

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

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

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

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

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

<span style="font-size:large;">Zirui Li 李子睿（北京大学 直博），Xinyi Liu 刘新宜（江南大学 保研），Yunfan&nbsp;Jiang&nbsp;姜云帆（江南大学）</span>

<span style="font-size:large;">2019</span>

<span style="font-size:large;">Jiayin Wei 位佳茵&nbsp;(东南大学 保研)</span>

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

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

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

*<span style="font-size:large;">June, 2024: 马力（省优、校优），孟祥瑜，庞新媛，姜云帆，刘新宜，张文俊，王效禹</span><span style="font-size:large;">. 7名本科生通过答辩.</span> 
*<span style="font-size:large;">June, 2024: 周俊康. 1名硕士生通过答辩.</span> 
*<span style="font-size:large;">June, 2023: 刘裕勇（校优），朱渝，位佳茵，宋易洋，张超，王海彤，黄晓霞，孙拓，Abdulkadir&nbsp;Duran Adan</span><span style="font-size:large;">. 8名本科生、1名留学生通过答辩.</span> 
*<span style="font-size:large;">Dec,&nbsp; 2023: 杨舜. 1名硕士生</span><span style="font-size:large;">通过答辩.</span> 
*<span style="font-size:large;">June, 2022: 翁诗浩（校优），刘雨萌，刘文昌，黄渊卓，余江明，邱国容，毕乾祥，何纪芃，Kaiyr Galymzhan</span><span style="font-size:large;">. 8名本科生、1名留学生通过答辩.</span> 
*<span style="font-size:large;">June, 2021: 满建涛，张达斌，张震，张辰，马樊城，姜彤. 6名本科生通过答辩.</span> 
*<span style="font-size:large;">June, 2020: 杨朔（校优），陈洋，石慧，张印奎，王鹏程. 5名本科生通过答辩.</span> 

'''<span style="font-size:large;">News of Students</span>'''

*<span style="font-size:large;">Dec, 2024: 研究生刘欣桐荣获江南大学2024年“小米奖学金”</span> 
*<span style="font-size:large;">Dec, 2024: one paper&nbsp;of Rui Cong has been accepted by 《Neurocomputing》, SCI (IF 5.5), Rank: CCF-C</span> 
*<span style="font-size:large;">Nov, 2024: 本科生刘鑫楠等的一篇论文被《计算机工程与应用》录用，Rank: CCF-T2</span> 
*<span style="font-size:large;">Oct, 2024: one paper&nbsp;of Tian-ci Liu has been accepted by 《Information Processing &&nbsp;Management》, SCI (IF 7.4), Rank: CCF-B</span> 
*<span style="font-size:large;">Aug, 2024: two papers of Haokun Yu and Xiaofei Li have&nbsp;been accepted by PRICAI-24, Rank: CCF-C</span> 
*<span style="font-size:large;">July, 2024: 本科生姜云帆参加SigHan-2024评测论文被录用</span> 
*<span style="font-size:large;">March, 2024: 本科生刘新宜参加SemEval-2024评测论文被录用</span> 
*<span style="font-size:large;">Nov, 2023: 研究生周俊康荣获江南大学2023年“小米奖学金”</span> 
*<span style="font-size:large;">July, 2023: 研究生杨舜的一篇论文被《计算机科学与探索》录用, Rank: CCF-T2</span> 
*<span style="font-size:large;">Feb, 2023: one paper of Yue Jia&nbsp;has been accepted by TALLIP, Rank: CCF-C</span> 
*<span style="font-size:large;">Jan, 2023: 研究生周俊康的一篇论文被《中文信息学报》录用, Rank: CCF-T1</span> 
*<span style="font-size:large;">Aug, 2022: one paper of Wei Nie has been accepted by PRICAI-22, Rank: CCF-C</span> 

<font size="4">'''Competitions'''</font>

*<span style="font-size:large;">2024全国大学生计算机系统能力大赛-智能计算创新设计赛（先导杯）全国总决赛，三等奖。王天宇，程龙，祝毅杰，杨梓，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2024全国大学生计算机系统能力大赛编译系统设计赛（华为毕昇杯）全国总决赛功能挑战赛道，二等奖。杨梓，刘飞，程汉，丁海峰，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛项目实战赛-人工智能大学组全国赛，一等奖。谢炳炎，张家铭，任硕研，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛项目实战赛-人工智能大学组全国赛，二等奖。宋易洋，唐斌，郭鑫，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛项目实战赛-人工智能大学组全国赛，二等奖。刘欣桐，丛瑞，何纪芃，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛项目实战赛-人工智能大学组全国赛，三等奖。李文杰，刘豫龙，董万里，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛江苏赛区Python程序设计研究生组，三等奖。刘欣桐，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛江苏赛区Python程序设计研究生组，三等奖。于浩坤，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2024年第十五届蓝桥杯全国软件和信息技术专业人才大赛江苏赛区Python程序设计研究生组，三等奖。李晓菲，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2023年第六届开源创新大赛“开源案例教学赛道-特色化开源案例教学赛”二等奖。'''陆恒杨'''，何纪芃，丛瑞，杨茜茹</span> 
*<span style="font-size:large;">2023年第十四届蓝桥杯大赛专项赛暨首届“元境杯”元宇宙创想+数字内容创作大赛平面创意赛道（学生组），全国三等奖。刘鑫楠，王子硕，洪鑫宇，曹振洋，'''陆恒杨'''（指导教师）</span> 
*<span style="font-size:large;">2023年第十四届蓝桥杯全国软件和信息技术专业人才大赛江苏赛区Python程序设计研究生组，二等奖。赵雅苹，'''陆恒杨'''（指导老师）</span> 
*<span style="font-size:large;">2022年第十届全国大学生数字媒体科技作品及创意竞赛全国总决赛，三等奖。谭懿唯，韩茜，李子睿，张之涵，李鑫然，'''陆恒杨'''（指导教师），代成龙</span> 
*<span style="font-size:large;">2021, ICPC Regionals (Jinan Site), Bronze Medal. Zhu Wentao, Zhu Yu, Wang Lei, '''Lu Hengyang''' (coach)</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>