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Luhy

添加22,851字节, 2025年5月29日 (星期四)

无编辑摘要

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*Nov 19-24, 2024: Attend the PRICAI 2024, Kyoto, Japan.

*Aug 13-17, 2024: Attend the ACL 2024, Bankok, Thailand.

*May 5-7, 2024: Attend the VALSE 2024, Chongqing, China.

*Oct 26-28, 2023: Attend the CNCC 2023, Shenyang, China.

*July 27-30, 2023: Attend the CCFAI 2023, Urumqi, China.

*June 30, 2023: Attend the CCAC 2023, Xi'an, China.

*June 10-12, 2023: Attend the VALSE 2023, Wuxi, China.

*May 11-14, 2023: Attend the CCIG 2023, Suzhou, China.

*Aug 26-28, 2022: Attend the JSAI 2022, Wuxi, China.

*June, 2022: I have become the Associated Professor at the School of Artificial Intelligent and Computer Science, Jiangnan University.

*July 21-24, 2021: Attend the CCFAI 2021, Yantai, China.

*July 10-11, 2021: Attend the CCAC 2021, Beijing, China.

*Nov 6-8, 2020: Attend the MLA 2020, Nanjing, China.

*Oct 22-24, 2020: Attend the CNCC 2020 ~~conference~~, Hangzhou, China.

*April 1, 2020: I have joined the School of Artificial Intelligent and Computer Science, Jiangnan University.

*July 1, 2019: I have become a Lecturer at the School of Internet of Things, Jiangnan University.

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*2024: 江南大学第二十届我最喜爱的老师

*2023: The "Call to Arms" award, ECAI 2023

*2023年江南大学本科优秀毕业设计（论文）指导老师

*From Sep 2016 to Aug 2019: Scholarship for Doctoral Studies (2016-2019), from Hasso-Plattner-Institut, Germany

*Oct 2018: Huawei Scholarship for Ph.D., from NJU, China

''' Conferences'''

'''17.''' '''TeMME: Temporal Knowledge Graph Completion using Multi-grade Multivector Embeddings'''[[https://link.springer.com/chapter/10.1007/978-981-96-0125-7_26 PDF]][[https://github.com/jncsnlp/TeMME CODE]]

'''Lu H''', Yu H, Fan C, Zhan Q, Fang W, Wu X

In Proceedings of''' ''' PRICAI'''-24'''. Kyoto, Japan, 2024: 121-126.

'''16.''' '''A Novel MLLMs-based Two-stage Model for Zero-shot Multimodal Sentiment Analysis'''[[https://link.springer.com/chapter/10.1007/978-981-96-0119-6_41#citeas PDF]][[https://github.com/jncsnlp/M2S CODE]]

'''Lu H''', Li X

In Proceedings of''' ''' PRICAI'''-24'''. Kyoto, Japan, 2024.

'''15. '''JN-NLP at SIGHAN-2024 dimABSA Task: Extraction of Sentiment Intensity Quadruples Based on Paraphrase Generation[[https://aclanthology.org/2024.sighan-1.14/ PDF]]

Jiang Y, Liu T, '''Lu H'''

In Proceedings of''' ''' SIGHAN'''-10'''. Bangkok, Thailand, 2024: 121-126.

'''14. JN666 at SemEval-2024 Task 7: NumEval: Numeral-Aware Language Understanding and Generation'''[[https://aclanthology.org/2024.semeval-1.76/ PDF]]

Liu X, Liu X, '''Lu H'''

In Proceedings of''' ''' SemEval'''-24'''. Mexico City, Mexico, 2024: 497-502.

'''13. A Novel Differentiable Rank Learning Method Towards Stock Movement Quantile Forecasting'''

Fan C, '''Lu H''', Huang A

In Proceedings of''' ''' ECAI'''-23'''. Kraków, Poland, 2023. (CCF-B)

'''12. Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications'''[[https://aclanthology.org/2022.coling-1.82/ PDF]][[https://github.com/jncsnlp/locatormodel CODE]]

'''Lu H''', Fan C, Yang J, Hu C, Fang W, Wu X

In Proceedings of''' ''' '''COLING-22'''. Gyeongju, Republic of Korea, 2022: 948-993. (CCF-B)

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

Nie W, '''Lu H''', Fang W

In Proceedings of''' ''' '''PRICAI-22'''. Shanghai, China, 2022: 321-334. (CCF-C)

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

'''Journals'''

'''26.'''''  '''''R''''''umor detection for emergency events via few-shot ensembled prompt learning'''[[https://link.springer.com/article/10.1007/s10844-025-00944-6 PDF]] Su C, Zhou J, Jiang Z, Zhu S, Li C, Fang W, '''Lu H'''. '''Journal of Intelligent Information Systems''', 2025. (SCI, CCF C) '''25. MuSIA: Exploiting multi-source information fusion with abnormal activations for out-of-distribution detection'''[[https://www.sciencedirect.com/science/article/pii/S0893608025003065 PDF]] '''Lu H''', Guo X, Jiang W, Fan C, Du Y, Shao Z, Fang W, Wu X. '''Neural Networks''', 2025, 188, 107427. (SCI, CCF B) '''24. A novel efficient bi-objective evolutionary algorithm for frequent and high utility itemsets mining'''[[https://link.springer.com/article/10.1007/s12293-025-00437-7 PDF]] Ma L, Li C, '''Lu H''', Fang W, Lin J. '''Memetic Computing''', 2025, 117(4). (SCI) '''23. ''''''K'''nowledge-guided prompt-based continual learning: Aligning task-prompts through contrastive hard negatives[[https://www.sciencedirect.com/science/article/abs/pii/S0950705125000577?via=ihub PDF]][[https://github.com/jncsnlp/KG-Prompt CODE]] '''Lu H''', Lin L, Fan C, Wang C, Fang W, Wu X. '''Knowledge based Systems''', 2025, 310, 113009. (SCI, CCF C) '''22. '''A novel span-based Knowledge-enhanced framework for aspect sentiment triplet extraction[[https://www.sciencedirect.com/science/article/abs/pii/S0925231224019167?via=ihub PDF]][[https://github.com/jncsnlp/Sken CODE]] '''Lu H''', Cong R, Nie W, Liu T, Fang W. '''Neurocomputing''', 2025, 619, 129145. (SCI, CCF C) '''21.'''''' 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]][[https://github.com/jncsnlp/QAIE-ABSA CODE]] '''Lu H''', Liu T, Cong R, Yang J, Gan Q, Fang W, Wu X. '''Information Processing and Management''', 2025, 62(1), 103917. (SCI, CCF B) '''20. A machine learning model based on CHAT-23 for early screening of autism in Chinese children'''[[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]] '''Lu H''', Zhang H, Zhong Y, Meng X, Zhang M, Qiu T '''Frontiers in Pediatrics''', 2024, 12. (SCI) '''19. GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility Itemset Mining in Large Transaction Datasets'''[[https://ieeexplore.ieee.org/document/10167780/ PDF]] Fang W, Jiang H, '''Lu H''', Sun J, Wu X, Lin J '''IEEE Transactions on Knowledge and Data Engineering''', 2024, 36(2): 652-667. (CCF A) '''18. Mutual Information-Guided GA for Bayesian Network Structure Learning'''[[https://ieeexplore.ieee.org/abstract/document/9940608 PDF]] Yan K, Fang W, '''Lu H''', Zhang X, Sun J, Wu X '''IEEE Transactions on Knowledge and Data Engineering''', 2023, 35(8): 8282-8299. (CCF A) '''17. 结合扩散模型图像编辑的图文检索后门攻击（录用）''' 杨舜和  '''陆恒杨''' '''计算机科学与探索''', 2023. 16.'' '''''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]] Jia Y, Fang W, '''Lu H''' '''Transactions on Asian and Low-Resource Language Information Processing''', 2023, 22(6):1-21. '''15. 基于提示调优的中文上位词发现（录用）'''[[https://github.com/jncsnlp/ProCHD CODE]] 周俊康, '''陆恒杨''', 刘哲 和方伟 '''中文信息学报''', 2023. '''14. 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]] Bai L, You Q, Zhang C, Sun J, Liu L, '''Lu H''', Chen Q '''Systems Microbiology and Biomanufacturing''', 2022. '''13. High-utility itemsets mining based on binary particle swarm optimization with multiple adjustment strategies'''[~~Accept~~[https://www.sciencedirect.com/science/article/abs/pii/S1568494622003684 PDF]]

Fang W, Zhang Q, ''' Lu H''', Lin J

'''Applied Soft Computing''', 2022. (SCI)

'''1112. 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]]

'''Lu H*''', Yang J, Fang W, Song X, Wang C

'''Data Technologies and Applications''', 2022, 56(5): 806-824. (SCI)

'''1011. 面向网络社交媒体的少样本新冠谣言检测'''[[http://jcip.cipsc.org.cn/CN/abstract/abstract3255.shtml Chinese Version]][[https://github.com/jncsnlp/COVID-RUMOR-SINA-WEIBO Data]]

'''陆恒杨''', 范晨悠 和吴小俊

'''中文信息学报''', 2022, 36(1): 135-144.

10.'' '''''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]] Zhang Y, Zhang Z, Chen M, '''Lu H''', Zhang L, Wang C    '''Intelligent Data Analysis''', 2022, 26(5): 1229-1245. 9.'' '''''Learning transferable and discriminative features for unsupervised domain adaptation'''[[https://content.iospress.com/download/intelligent-data-analysis/ida215813?id=intelligent-data-analysis/ida215813 PDF]]

Du Y, Zhang R, Zhang X, Yao Y, '''Lu H''', Wang C *

'''Intelligent Data Analysis''', 2022, 26(2): 407-425.

'''8. 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]]

'''Lu H''', Yang J *, Hu C, Fang W

'''南京大学学报（自然科学）''', 2016, 52(1): 194-202. (CSCD)

'''Patents'''

'''7.''''''一种中文上位词检索方法及装置'''，'''陆恒杨'''，周俊康，刘哲，方伟，孙俊，吴小俊，ZL202310214059.X

申请日：2023年03月07日；授权公告日：2024年07月12日

'''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

申请日：2021年12月30日；授权公告日：2024年04月02日

'''5.TEXT CLASSIFICATION BACKDOOR ATTACK PREDICTION METHOD, SYSTEM, AND DEVICE'''，'''Hengyang Lu'''，Chenyou Fan，Wei Fang，Jun Sun，Xiaojun Wu，US011829474B1

申请日：2023年07月21日；授权日：2023年11月28日

'''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

申请日：2023年07月06日；授权公告日：2023年10月13日

'''3.文本中多义性单词的标注方法、设备、处理器和存储介质 '''，'''陆恒杨'''，黄渊卓，方伟，ZL202110270079.X

申请日：2021年03月12日；授权公告日：2023年1月6日

'''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

申请日：2021年07月07日；授权公告日：2022年12月9日

'''1.一种文本分类后门攻击方法、系统及设备'''，'''陆恒杨'''，周俊康，胡聪，方伟，吴小俊，ZL202210233023.1

申请日：2022年03月29日；授权公告日：2022年11月8日

'''Fundings'''

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*Registration Chair of VALSE 2023, Conference (视觉与学习青年学者研讨会) *Session Chair of 'LLM1' in PRICAI 2024, Conference *Session Chair of 'Word, text and document processing' in ICONIP 2018, Conference *PC member of AAAI 2021, ~~Conference~~ECAI 2023, CVPR 2024-2025 *Reviewer of KSEM 2023, ACML 2024, ICONIP 2024 *Reviewer of IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Information Forensics and Security, ~~Journal of~~ IEEE Transactions on Computational Social ~~Science~~Systems, ~~Journal~~IEEE Transactions on Affective Computing.

*Reviewer of ACM Computing Surveys, Journal

*Reviewer of ~~Complexity~~ Information Processing and Management, Journal *Reviewer of Knowledge and Information Systems, Journal *Reviewer of ~~IEEE Access~~Applied Intelligence, Journal *Reviewer of ~~MBR (Multivariate Behavioral Research)~~ Journal of Computational Social Science, Journal *Reviewer of ~~KAIS (Knowledge~~  Cybernetics and ~~Information~~ Systems), Journal *~~Dec 13~~Reviewer of Peer J Computer Science, ~~2018~~ Complexity, ~~text and document processing' in ICONIP 2018~~IEEE Access, ~~Siem Reap, Cambodia~~Multivariate Behavioral Research

'''Teaching'''

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*Principle of Compiler. (for undergraduate students of CS Dept. Fall, 2019-2021, Spring, 2023, 2024，2025) *Course Design of Principle of Compiler. (for undergraduate students of CS Dept. Summer, 2023, 2024，2025) *Natural Language Processing. (for undergraduate students of CS Dept. Fall, 2023, 2024) *Computer Ethics. (for undergraduate studentsof CS Dept. Spring, 2022, 2023, 2024) *Frontier Course ~~Design~~ in Computer Science. (for undergraduate students of ~~Artificial Intelligence~~CS Dept. Fall, 2023) *Machine Learning. (for undergraduate studentsof CS Dept. ~~Summer~~Fall, ~~2020, 2021~~2022) *Programming II (Python). (for undergraduate student of AI Dept. Fall, 2022) *~~Introduction to~~ Course Design of Artificial Intelligence. (for undergraduate studentsof CS Dept. ~~Spring~~Summer, 2020, 2021~~, 2022~~) *Introduction to ~~C++ Programming~~Artificial Intelligence. (for undergraduate studentsof CS Dept. Spring, 2020, 2021, 2022) *~~Principle of Compiler~~Introduction to C++ Programming. (for undergraduate studentsof CS Dept. ~~Fall, 2019~~Spring, 2020~~, 2021~~) *Mathematical Logic. (assistant, for undergraduate studentsof CS Dept. Spring, 2016) *Introduction to Java Programming. (assistant, for undergraduate studentsof CS Dept. Fall, 2014)

'''Students'''

'''Graduate'''

2024

Jun-jie Zheng 郑俊杰，Xinyi Liu 刘新宜，Yunfan Jiang 姜云帆，Yang Gao 高杨，Jing-jing Zhao 赵箐箐

2023

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

2022

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

2021

Jun-kang Zhou 周俊康 (Co-supervised with Prof. Wei ~~Fang~~Fang，小米)

2020

Shun Yang 杨舜 (Co-supervised with Prof. Xiaojun WuWu，小米)，

Wei Nie 聂玮 (Co-supervised with Prof. Wei ~~Fang~~Fang，人民银行)，Yue Jia 贾玥(Co-supervised with Prof. Wei ~~Fang~~Fang，满运)

'''Undergraduate'''

2020

Zirui Li 李子睿（北京大学直博），Xinyi Liu 刘新宜（江南大学保研），Yunfan Jiang 姜云帆（江南大学）

2019

Jiayin Wei 位佳茵 (东南大学保研)

2018

~~Wenchang~~ Shihao Weng 翁诗浩 (南京大学保研)，Wenchang Liu 刘文昌 (东南大学读研)~~，Yuanzhuo Huang 黄渊卓，Yumeng~~ ，Yumeng Liu 刘雨萌 (苏州大学 ~~读研)，Shihao Weng 翁诗浩 (南京大学读研~~保研)，Yuanzhuo Huang 黄渊卓

'''Thesis Defense'''

*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. 7名本科生通过答辩. *June, 2024: 周俊康. 1名硕士生通过答辩. *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 Duran Adan. 8名本科生、1名留学生通过答辩. *Dec,  2023: 杨舜. 1名硕士生通过答辩. *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~~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. ~~8名本科生通过答辩~~8名本科生、1名留学生通过答辩.

*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.

*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.

'''News of Students'''

*April, 2025: one paper of Chen Su (undergraduate student) has been accepted by 《Journal of Intelligent Information Systems》, SCI (IF 2.3), Rank: CCF-C.

*April, 2025: one paper of Yi Zhong have been accepted by IJCNN-25, Rank: CCF-C

*March, 2025: one paper of Xin Guo has been accepted by 《Neural Networks》, SCI (IF 6), Rank: CCF-B.

*Jan, 2025: one paper of Long-kang Lin has been accepted by 《Knowledge based Systems》, SCI (IF 7.2), Rank: CCF-C. one paper of Jia-ming Zhang has been accepted by 《Neurocomputing》, SCI (IF 5.5), Rank: CCF-C

*Dec, 2024: 研究生刘欣桐荣获江南大学2024年“小米奖学金”

*Dec, 2024: one paper of Rui Cong has been accepted by 《Neurocomputing》, SCI (IF 5.5), Rank: CCF-C

*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

*Oct, 2024: one paper of Tian-ci Liu has been accepted by 《Information Processing & Management》, SCI (IF 7.4), Rank: CCF-B

*Aug, 2024: two papers of Haokun Yu and Xiaofei Li have been accepted by PRICAI-24, Rank: CCF-C

*July, 2024: 本科生姜云帆参加SigHan-2024评测论文被录用

*March, 2024: 本科生刘新宜参加SemEval-2024评测论文被录用

*Nov, 2023: 研究生周俊康荣获江南大学2023年“小米奖学金”

*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

*Feb, 2023: one paper of Yue Jia has been accepted by TALLIP, Rank: CCF-C

*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

*Aug, 2022: one paper of Wei Nie has been accepted by PRICAI-22, Rank: CCF-C

'''Competitions'''

*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）

*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）

*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）

*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）

*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）

*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）

*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）

*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）

*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）

*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

*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）

*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）

*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

*2021, ICPC Regionals (Jinan Site), Bronze Medal. Zhu Wentao, Zhu Yu, Wang Lei, '''Lu Hengyang''' (coach)

'''Personal Interests'''

Lhy

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Luhy

南京大学IIP