Luhy：修订间差异

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'''Currently '''@ School of Artificial Intelligence and Computer Science Jiangnan University

Postdoc              @ JNU from 2020-now Ph.D. Candidate @ IIP Group from 2014-2019 Department of Computer Science and Technology National Key Laboratory for Novel Software Technology Nanjing University

Associate Professor              @ JNU from 2022-now Postdoc                                      @ JNU from 2020-now Ph.D. Candidate                     @ IIP Group from 2014-2019 Department of Computer Science and Technology National Key Laboratory for Novel Software Technology Nanjing University

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I am interested in Multi-modal Data Mining and Natural Language Processing. Currently, I am focusing on the subfields:

*~~cross-modal retrieval~~

*Multimodal Information Processing (OOD/CL/NCL)

*<~~span style="~~font-size~~:large;">OOD detection~~

*Affective Computing (MER/ERC/MSA)

*~~few-shot learning~~</~~span>~~

*Online Social Media Mining

*fine-grained sentimental analysis</span>

*~~short text mining in online social media~~

'''Recent ~~News~~'''

'''Recent New''''''s'''

----

*Aug 21-23, 2026: Attend the CCKS 2026, Xi'an, China.

*July 31-Aug 2, 2026: Attend the YSSNLP 2026, Lanzhou, China.

*July 10-12, 2026: Attend the CCAC 2026, Wuhan, China.

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----

*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 Recognition and Grounding，Heng-yang Lu, Haoyu Chen, Xintong Liu.

*2025年江南大学本科优秀毕业设计（论文）指导老师

*2024: 江南大学第二十届我最喜爱的老师

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''' Conferences'''

'''26.''' '''Noisy Correspondence Learning with Localized Consistency Mining for Cross-Modal Matching'''

'''Lu H''', He J, Chen M, Fang W.

In Proceedings of''' ''' ACM MM'''-26'''. Brazil, Rio de Janeiro, 2026. (CCF-A)

'''25.''' '''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]]

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'''Journals'''

'''35.'''''  '''''RePD: Reliable Pseudo-label Construction and Dynamic Inference for Transductive Zero-shot Aspect-based Sentiment Quadruple Prediction'''

'''Lu H''', Jiang Y, Liu T, Fang W, Wang C.

'''IEEE Transactions on Affective Computing''', 2026. (SCI, CCF B)

'''34.'''''  '''''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]]

'''Lu H''', Cong R, Fang W.

'''IEEE Transactions on Affective Computing''', 2026. (SCI, CCF B)

'''33.'''''  '''''Don't Judge From a Single Perspective: LVLM-Based Multiview Multimodal Fake News Detection'''[[https://ieeexplore.ieee.org/document/11543470 PDF]][[https://github.com/jncsnlp/MV-MFND CODE]]

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'''Patents'''

'''9.''''''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'''，'''陆恒杨'''，于浩坤，徐天阳，李超，方伟，孙俊，吴小俊，ZL202311383741.8

申请日：2023年10月24日；授权公告日：2026年08月18日

'''8.''''''一种基于大语言模型的少样本细粒度情感分析方法'''，'''陆恒杨'''，刘天赐，朱书伟，李超，孙俊，方伟，吴小俊，ZL202410919788.X

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*Principle of Compiler. (for undergraduate students of CS Dept. Fall, 2019-2021, Spring, 2023-2026)

*Course Design of Principle of Compiler. (for undergraduate students of CS Dept. Summer, 2023-2026)

*Natural Language Processing. (for undergraduate students of CS Dept. Fall, 2023-~~2025~~)

*Natural Language Processing. (for undergraduate students of CS Dept. Fall, 2023-2026)

*Introduction to Smart City Technology. (for undergraduate students of CS Dept. Fall, 2025)

*Introduction to Smart City Technology. (for undergraduate students of CS Dept. Fall, 2025-2026)

*Computer Ethics. (for undergraduate students of CS Dept. Spring, 2022-2024)

*Frontier Course in Computer Science. (for undergraduate students of CS Dept. Fall, 2023)

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'''Graduate'''

2026

Jia-heng Liu 刘嘉恒, Jia-hui Li 李家辉, Yu-ting Peng 彭玉婷, Shang-hui Chang 常尚辉

2025

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'''News of Students'''

*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

*'''Sep, 2026: one paper of Yun-fan Jiang has been accepted by 《IEEE Transactions on Affective Computing》, SCI (IF 11.3), Rank: CCF-B'''

*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

*'''July, 2026:  one paper of Jipeng He has been accepted by ACM MM, Rank: CCF-A.'''

*'''June, 2026: one paper of Rui Cong has been accepted by 《IEEE Transactions on Affective Computing》, SCI (IF 11.3), Rank: CCF-B'''

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'''Competitions'''

*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）

*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）

*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）

@@ 第16行： / 第16行： @@
 <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>
+<span style="font-size:larger;">Associate Professor&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; @ JNU&nbsp;from 2022-now</span><br/> <span style="font-size:larger;">Postdoc&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; @ JNU&nbsp;from 2020-now<br/> Ph.D. Candidate&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;@ 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>
 |}
@@ 第41行： / 第41行： @@
 <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;">Multimodal Information Processing (OOD/CL/NCL)</span>
-*<span style="font-size:large;">OOD detection</span>
+*<font size="4">Affective Computing (MER/ERC/MSA)</font>
-*<span style="font-size:large;">few-shot learning</span>
+*<font size="4">Online Social Media Mining</font>
-*<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>
+<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>
 ----
+*<span style="font-size:large;">Aug 21-23, 2026: Attend the CCKS 2026, Xi'an, China.</span>
 *<span style="font-size:large;">July&nbsp;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>
@@ 第94行： / 第93行： @@
 ----
+*<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;">2024: 江南大学第二十届我最喜爱的老师</span>
@@ 第109行： / 第109行： @@
 '''&nbsp;<span style="font-size:x-large;">Conferences</span>'''
+'''<span style="font-size:large;">26.</span>'''<span style="font-size:large;">&nbsp;'''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'''&nbsp;'''&nbsp;ACM MM'''-26'''. Brazil, Rio de Janeiro, 2026. (CCF-A)</span>
 '''<span style="font-size:large;">25.</span>'''<span style="font-size:large;">&nbsp;'''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>
@@ 第261行： / 第267行： @@
 '''<span style="font-size:x-large;">Journals</span>'''
+'''<span style="font-size:large;">35.</span>'''''&nbsp; ''<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>'''''&nbsp; ''<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>'''''&nbsp; ''<span style="font-size:large;">'''Don't Judge From a Single Perspective: LVLM-Based Multiview Multimodal Fake News&nbsp;Detection'''</span><span style="font-size:large;">[[https://ieeexplore.ieee.org/document/11543470 PDF]][[https://github.com/jncsnlp/MV-MFND CODE]]</span>
@@ 第461行： / 第479行： @@
 '''<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>
@@ 第541行： / 第563行： @@
 *<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;">Natural Language Processing. (for undergraduate students of CS Dept. Fall, 2023-2025)</span>
+*<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;">Frontier Course in Computer Science. (for undergraduate students of CS Dept. Fall, 2023)</span>
@@ 第558行： / 第580行： @@
 '''<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>
@@ 第620行： / 第646行： @@
 '''<span style="font-size:large;">News of Students</span>'''
-*<span style="font-size:large;">Aug, 2026:&nbsp;one paper of Yang&nbsp;Gao has been accepted by NLPCC, Rank: CCF-C.&nbsp;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</span>
+*'''<span style="color:#e67e22;"><span style="font-size:large;">Sep, 2026:&nbsp;one paper&nbsp;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:&nbsp;one paper of Yang&nbsp;Gao has been accepted by NLPCC, Rank: CCF-C.&nbsp;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.&nbsp;one paper&nbsp;of Xinyi Liu&nbsp;has&nbsp;been accepted by PRICAI-26, Rank: CCF-C</span>
 *'''<span style="color:#e67e22;"><span style="font-size:large;">July, 2026:&nbsp;&nbsp;one paper of Jipeng&nbsp;He has been accepted by ACM MM, Rank: CCF-A.</span></span>'''
 *'''<span style="color:#e67e22;"><span style="font-size:large;">June, 2026:&nbsp;one paper&nbsp;of Rui&nbsp;Cong&nbsp;has been accepted by 《IEEE Transactions on Affective Computing》, SCI (IF 11.3), Rank: CCF-B</span></span>'''
@@ 第650行： / 第677行： @@
 <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>

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