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<span style="font-size:larger;">'''Currently '''@ School of Artificial Intelligence and Computer Science<br/> Jiangnan University</span> | <span style="font-size:larger;">'''Currently '''@ School of Artificial Intelligence and Computer Science<br/> Jiangnan University</span> | ||
<span style="font-size:larger;">Postdoc @ JNU 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> | <span style="font-size:larger;">Associate Professor @ JNU from 2022-now</span><br/> <span style="font-size:larger;">Postdoc @ JNU 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="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;">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;"> | *<span style="font-size:large;">Multimodal Information Processing (OOD/CL/NCL)</span> | ||
*< | *<font size="4">Affective Computing (MER/ERC/MSA)</font> | ||
*<font size="4">Online Social Media Mining</font> | |||
*<font size="4"> | |||
<span style="font-size:x-large;"><span style="color:#c0392b;">'''Recent | <span style="font-size:x-large;"><span style="color:#c0392b;">'''Recent New'''</span></span><span style="font-size:large;"><span style="color:#c0392b;">'''s'''</span></span> | ||
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*<span style="font-size:large;">Aug 21-23, 2026: Attend the CCKS 2026, Xi'an, China.</span> | |||
*<span style="font-size:large;">July 31-Aug 2, 2026: Attend the YSSNLP 2026, Lanzhou, China.</span> | |||
*<span style="font-size:large;">July 10-12, 2026: Attend the CCAC 2026, Wuhan, China.</span> | |||
*<span style="font-size:large;">Jan 22-26, 2026: Attend the AAAI 2026, Singapore.</span> | *<span style="font-size:large;">Jan 22-26, 2026: Attend the AAAI 2026, Singapore.</span> | ||
*<span style="font-size:large;">Nov 29-30, 2025: Attend the CECC 2025, Xiamen, China.</span> | *<span style="font-size:large;">Nov 29-30, 2025: Attend the CECC 2025, Xiamen, China.</span> | ||
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*<span style="font-size:large;">第二十届全国知识图谱与语义计算大会（CCKS2026）亮点英文论文候选：Retrieval-Augmented and Dynamic-Placeholding MCoTReasoning for Fine-Grained Multimodal Named Entity<br/> Recognition and Grounding，Heng-yang Lu, Haoyu Chen, Xintong Liu.</span> | |||
*<span style="font-size:large;">2025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;">2025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;">2024: 江南大学第二十届我最喜爱的老师</span> | *<span style="font-size:large;">2024: 江南大学第二十届我最喜爱的老师</span> | ||
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''' <span style="font-size:x-large;">Conferences</span>''' | ''' <span style="font-size:x-large;">Conferences</span>''' | ||
'''<span style="font-size:large;">26.</span>'''<span style="font-size:large;"> '''Noisy Correspondence Learning with Localized Consistency Mining for Cross-Modal Matching'''</span> | |||
<span style="font-size:large;">'''Lu H''', He J, Chen M, Fang W.</span> | |||
<span style="font-size:large;">In Proceedings of''' ''' ACM MM'''-26'''. Brazil, Rio de Janeiro, 2026. (CCF-A)</span> | |||
'''<span style="font-size:large;">25.</span>'''<span style="font-size:large;"> '''Prototype-as-Prompt: Multimodal Sentiment Prototypes Endowing Large Language Models the Capability to Perform Multimodal Sentiment Analysis'''[[https://openaccess.thecvf.com/content/CVPR2026/papers/Zhao_Prototype-as-Prompt_Multimodal_Sentiment_Prototypes_Endowing_Large_Language_Models_the_Capability_CVPR_2026_paper.pdf PDF]]</span> | '''<span style="font-size:large;">25.</span>'''<span style="font-size:large;"> '''Prototype-as-Prompt: Multimodal Sentiment Prototypes Endowing Large Language Models the Capability to Perform Multimodal Sentiment Analysis'''[[https://openaccess.thecvf.com/content/CVPR2026/papers/Zhao_Prototype-as-Prompt_Multimodal_Sentiment_Prototypes_Endowing_Large_Language_Models_the_Capability_CVPR_2026_paper.pdf PDF]]</span> | ||
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'''<span style="font-size:x-large;">Journals</span>''' | '''<span style="font-size:x-large;">Journals</span>''' | ||
'''<span style="font-size:large;">33.</span>''''' ''<span style="font-size:large;">'''Don't Judge From a Single Perspective: LVLM-Based Multiview Multimodal Fake News Detection'''</span><span style="font-size:large;">[[https://ieeexplore.ieee.org/document/11543470 PDF]]</span> | '''<span style="font-size:large;">35.</span>''''' ''<span style="font-size:large;">'''RePD: Reliable Pseudo-label Construction and Dynamic Inference for Transductive Zero-shot Aspect-based Sentiment Quadruple Prediction'''</span> | ||
<span style="font-size:large;">'''Lu H''', Jiang Y, Liu T, Fang W, Wang C.</span> | |||
<span style="font-size:large;">'''IEEE Transactions on Affective Computing''', 2026. (SCI, CCF B)</span> | |||
'''<span style="font-size:large;">34.</span>''''' ''<span style="font-size:large;">'''IMPERIAL: An Implicit Personality Enhanced Hierarchical LLM Framework for Emotion Recognition in Conversation'''[[https://ieeexplore.ieee.org/abstract/document/11593162 PDF]][[https://github.com/jncsnlp/IMPERIAL CODE]]</span> | |||
<span style="font-size:large;">'''Lu H''', Cong R, Fang W.</span> | |||
<span style="font-size:large;">'''IEEE Transactions on Affective Computing''', 2026. (SCI, CCF B)</span> | |||
'''<span style="font-size:large;">33.</span>''''' ''<span style="font-size:large;">'''Don't Judge From a Single Perspective: LVLM-Based Multiview Multimodal Fake News Detection'''</span><span style="font-size:large;">[[https://ieeexplore.ieee.org/document/11543470 PDF]][[https://github.com/jncsnlp/MV-MFND CODE]]</span> | |||
<span style="font-size:large;">'''Lu H''', Tang B, Liu X, Zhan Q, Fan C, Fang W.</span> | <span style="font-size:large;">'''Lu H''', Tang B, Liu X, Zhan Q, Fan C, Fang W.</span> | ||
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<span style="font-size:large;">'''IEEE Transactions on Computational Social Systems''', 2026. (SCI, CCF C)</span> | <span style="font-size:large;">'''IEEE Transactions on Computational Social Systems''', 2026. (SCI, CCF C)</span> | ||
'''<span style="font-size:large;">32.</span>''''' '''''<span style="font-size:large;">SF-QC: Explore the Selection Bias of Large Language Models in Zero-Shot Out-of-Distribution Intent Detection</span>'''<span style="font-size:large;">[[https://ieeexplore.ieee.org/document/11523681 PDF]]</span> | '''<span style="font-size:large;">32.</span>''''' '''''<span style="font-size:large;">SF-QC: Explore the Selection Bias of Large Language Models in Zero-Shot Out-of-Distribution Intent Detection</span>'''<span style="font-size:large;">[[https://ieeexplore.ieee.org/document/11523681 PDF]][[https://github.com/jncsnlp/SF-QC CODE]]</span> | ||
<span style="font-size:large;">'''Lu H''', Liu X, Zhang J, Fan C, Fang W.</span> | <span style="font-size:large;">'''Lu H''', Liu X, Zhang J, Fan C, Fang W.</span> | ||
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'''<span style="font-size:x-large;">Patents</span>''' | '''<span style="font-size:x-large;">Patents</span>''' | ||
<font size="4">'''9.'''</font><span style="font-size:large">'''一阶向量与二阶多向量联合训练的时态知识图谱嵌入方法'''</span><font size="4">，'''陆恒杨'''，于浩坤，徐天阳，李超，方伟，孙俊，吴小俊，ZL202311383741.8</font> | |||
<font size="4">申请日：2023年10月24日；授权公告日：2026年08月18日</font> | |||
<font size="4">'''8.'''</font><span style="font-size:large">'''一种基于大语言模型的少样本细粒度情感分析方法'''</span><font size="4">，'''陆恒杨'''，刘天赐，朱书伟，李超，孙俊，方伟，吴小俊，ZL202410919788.X</font> | <font size="4">'''8.'''</font><span style="font-size:large">'''一种基于大语言模型的少样本细粒度情感分析方法'''</span><font size="4">，'''陆恒杨'''，刘天赐，朱书伟，李超，孙俊，方伟，吴小俊，ZL202410919788.X</font> | ||
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*<span style="font-size:large;">Information Processing and Management, Editorial Board Member</span> | *<span style="font-size:large;">Information Processing and Management, Editorial Board Member</span> | ||
*<span style="font-size:large;">Reviewer of IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Multimedia, IEEE Transactions on Information Forensics and Security, IEEE Transactions on Computational Social Systems, IEEE Transactions on Affective Computing, IEEE Transactions on Audio, Speech and Language Processing, | *<span style="font-size:large;">Reviewer of IEEE Transactions on Pattern Analysis and Machine Intelligence, </span><span style="font-size:large;">IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Multimedia, IEEE Transactions on Information Forensics and Security, IEEE Transactions on Computational Social Systems, IEEE Transactions on Affective Computing, IEEE Transactions on Audio, Speech and Language Processing, ACM Computing Surveys, Information Processing and Management, SCIENCE CHINA Information Sciences, Frontiers of Computer Science, </span> <span style="font-size:large;">Knowledge and Information Systems, </span><span style="font-size:large;">Applied Intelligence, </span><span style="font-size:large;">Journal of Computational Social Science, </span><span style="font-size:large;">Cybernetics and Systems, </span><span style="font-size:large;">Peer J Computer Science, </span><span style="font-size:large;">Complexity, </span><span style="font-size:large;">IEEE Access,</span> <span style="font-size:large;">Multivariate Behavioral Research</span> | ||
'''<span style="font-size:large;">Conference</span>''' | '''<span style="font-size:large;">Conference</span>''' | ||
*<span style="font-size:large;">PC member of AAAI 2021, 2026, ECAI 2023, CVPR 2024-2025</span> | *<span style="font-size:large;">PC member of AAAI 2021, 2026, ECAI 2023, CVPR 2024-2025</span> | ||
*<span style="font-size:large;">Reviewer of KSEM 2023, ACML 2024, ICONIP 2024, PRCV 2025</span> | *<span style="font-size:large;">Reviewer of ACM MM 2026, KSEM 2023, ACML 2024, ICONIP 2024, PRCV 2025, BMVC 2026, NLPCC 2026</span> | ||
'''<span style="font-size:large;">Others</span>''' | '''<span style="font-size:large;">Others</span>''' | ||
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*<span style="font-size:large;">Principle of Compiler. (for undergraduate students of CS Dept. Fall, 2019-2021, Spring, 2023-2026)</span> | *<span style="font-size:large;">Principle of Compiler. (for undergraduate students of CS Dept. Fall, 2019-2021, Spring, 2023-2026)</span> | ||
*<span style="font-size:large;">Course Design of Principle of Compiler. (for undergraduate students of CS Dept. Summer, 2023-2026)</span> | *<span style="font-size:large;">Course Design of Principle of Compiler. (for undergraduate students of CS Dept. Summer, 2023-2026)</span> | ||
*<span style="font-size:large;">Natural Language Processing. (for undergraduate students of CS Dept. Fall, 2023- | *<span style="font-size:large;">Natural Language Processing. (for undergraduate students of CS Dept. Fall, 2023-2026)</span> | ||
*<span style="font-size:large;">Introduction to Smart City Technology. (for undergraduate students of CS Dept. Fall, 2025)</span> | *<span style="font-size:large;">Introduction to Smart City Technology. (for undergraduate students of CS Dept. Fall, 2025-2026)</span> | ||
*<span style="font-size:large;">Computer Ethics. (for undergraduate students of CS Dept. Spring, 2022-2024)</span> | *<span style="font-size:large;">Computer Ethics. (for undergraduate students of CS Dept. Spring, 2022-2024)</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;">Frontier Course in Computer Science. (for undergraduate students of CS Dept. Fall, 2023)</span> | ||
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'''<span style="font-size:large;">Graduate</span>''' | '''<span style="font-size:large;">Graduate</span>''' | ||
<span style="font-size:large">2026</span> | |||
<font size="4">Jia-heng Liu 刘嘉恒, Jia-hui Li 李家辉, Yu-ting Peng 彭玉婷, Shang-hui Chang 常尚辉</font> | |||
<span style="font-size:large;">2025</span> | <span style="font-size:large;">2025</span> | ||
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<span style="font-size:large;">2023</span> | <span style="font-size:large;">2023</span> | ||
<span style="font-size:large;">Rui Cong 丛瑞（小米），Ji-peng He | <span style="font-size:large;">Rui Cong 丛瑞（小米），Ji-peng He 何纪芃（潜空间具身智能），Xing-tong Liu 刘欣桐（讯飞），Xin Guo 郭鑫（小米），Bin Tang 唐斌（苏州华启智能），Yi-yang Sung 宋易洋</span> | ||
<span style="font-size:large;">2022</span> | <span style="font-size:large;">2022</span> | ||
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'''<span style="font-size:large;">News of Students</span>''' | '''<span style="font-size:large;">News of Students</span>''' | ||
*'''<span style="color:#e67e22;"><span style="font-size:large;">Sep, 2026: one paper of Yun-fan Jiang has been accepted by 《IEEE Transactions on Affective Computing》, SCI (IF 11.3), Rank: CCF-B</span></span>''' | |||
*<span style="font-size:large;">Aug, 2026: one paper of Yang Gao has been accepted by NLPCC, Rank: CCF-C. 研究生赵箐箐的一篇论文被《计算机科学与探索》录用, Rank: CCF-T2. one paper of Xinyi Liu has been accepted by PRICAI-26, Rank: CCF-C</span> | |||
*'''<span style="color:#e67e22;"><span style="font-size:large;">July, 2026: one paper of Jipeng He has been accepted by ACM MM, Rank: CCF-A.</span></span>''' | |||
*'''<span style="color:#e67e22;"><span style="font-size:large;">June, 2026: one paper of Rui Cong has been accepted by 《IEEE Transactions on Affective Computing》, SCI (IF 11.3), Rank: CCF-B</span></span>''' | |||
*<span style="font-size:large;">May, 2026: one paper of Bin Tang has been accepted by 《IEEE Transactions on Computational Social Systems》, SCI (IF 4.9), Rank: CCF-C</span> | *<span style="font-size:large;">May, 2026: one paper of Bin Tang has been accepted by 《IEEE Transactions on Computational Social Systems》, SCI (IF 4.9), Rank: CCF-C</span> | ||
*<span style="font-size:large;">Apr, 2026: one paper of Xinyi Liu has been accepted by 《IEEE Transactions on Computational Social Systems》, SCI (IF 4.9), Rank: CCF-C</span> | *<span style="font-size:large;">Apr, 2026: one paper of Xinyi Liu has been accepted by 《IEEE Transactions on Computational Social Systems》, SCI (IF 4.9), Rank: CCF-C</span> | ||
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<font size="4">'''Competitions'''</font> | <font size="4">'''Competitions'''</font> | ||
*<span style="font-size:large;">2026年全国大学生计算机系统能力大赛-编译系统设计赛-编译系统挑战赛全国总决赛，三等奖。'''陆恒杨'''（指导老师）</span> | |||
*<span style="font-size:large;">2025年第七届全球校园人工智能算法精英大赛省级选拔赛算法挑战赛赛道“基于图书借阅数据的用户潜在借阅预测推荐”，二等奖。李雨芊，周新蕊，杨玲，'''陆恒杨'''（指导老师）</span> | *<span style="font-size:large;">2025年第七届全球校园人工智能算法精英大赛省级选拔赛算法挑战赛赛道“基于图书借阅数据的用户潜在借阅预测推荐”，二等奖。李雨芊，周新蕊，杨玲，'''陆恒杨'''（指导老师）</span> | ||
*<span style="font-size:large;">2025年第七届全球校园人工智能算法精英大赛省级选拔赛算法挑战赛赛道“基于AI的智能旅行规划”，二等奖。姜云帆，刘新宜，高杨，'''陆恒杨'''（指导老师）</span> | *<span style="font-size:large;">2025年第七届全球校园人工智能算法精英大赛省级选拔赛算法挑战赛赛道“基于AI的智能旅行规划”，二等奖。姜云帆，刘新宜，高杨，'''陆恒杨'''（指导老师）</span> | ||