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97 changes: 67 additions & 30 deletions _projects/LvJianming.md
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<!-- 研究方向 -->
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<h4 style="color: #1a6fc4; margin-bottom: 10px;">研究方向</h4>
<p style="margin: 8px 0;">数据挖掘、计算机视觉、机器学习、分布式计算</p>
<p style="margin: 8px 0;">多模态、记忆模型、计算机视觉、人工智能安全、AI赋能交叉学科</p>
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<h4 style="color: #1a6fc4; margin-bottom: 10px;">个人简介</h4>

吕建明博士, 华南理工大学计算机学院教授。2002年本科毕业于中山大学计算机系,2008年获中科院计算技术研究所博士学位。2017年在香港城市大学任高级副研究员(Senior Research Associate)。目前是ACM/IEEE/CCF会员,CCF教育专业委员会委员,CCF人工智能与模式识别专委会通讯委员,CCF数据库专委会通讯委员,中文信息学会信息检索专委会委员。研究兴趣包括数据挖掘、计算机视觉、机器学习、分布式计算。已经在相关领域发表50余篇会议和杂志论文,其中包括CCF A类会议CVPR, MM, CCF B类会议ACM CIKM、ICPP、DASFAA等领域内重要的会议,以及IEEE Transactions on Pattern Analysis and Machine Intelligence、IEEETransactions on Services Computing、IEEE Transactions on Intelligent Transportation Systems、ACM Transactions on Multimedia Computing Communications and Applications、Computer Networks等重要SCI杂志。近年来,主持了20余项科学研究项目,包括国家自然基金面上项目、青年基金、广东省科技计划项目等。获发明专利授权6项,发明专利申请11项。曾获优秀获校级本科教学成果一等奖。指导学生获得泛珠三角大学生计算机作品赛全国总决赛金奖。 所主持的《数据结构》MOOC课程在线报名人数超过17000人
吕建明博士, 华南理工大学计算机学院教授、博导,国家重点研发计划项目负责人,计算机学院副院长,多模态与类脑智能计算团队负责人。2002年本科毕业于中山大学计算机系,2008年获中科院计算技术研究所博士学位。2017年在香港城市大学任高级副研究员(Senior Research Associate)。ACM/IEEE/CCF会员,CCF教育专业委员会委员,CCF人工智能与模式识别专委会通讯委员,中文信息学会信息检索专委会委员。研究兴趣包括多模态、脑启发记忆机制、计算机视觉、人工智能安全、AI赋能交叉学科。已经在相关领域发表70余篇会议和杂志论文,其中包括CVPR, MM, ICML,ACL等领域顶会,以及IEEE Transactions on Pattern Analysis and Machine Intelligence、IEEE Transactions on Affective Computing、IEEE Transactions on Intelligent Transportation Systems等领域顶刊

<h4 style="color: #1a6fc4; margin-bottom: 10px;">生活照片</h4>
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近年来,主持了5项国家级科研项目,20余项各类项目,包括国家重点研发计划项目、国家自然基金面上项目、广州市重点研发计划项目、广东省科技计划项目等。获发明专利授权15项,发明专利申请30余项,与华为有限技术公司、广州市妇女儿童医疗中心、广东电力科学研究院、金发科技、广州市赋安数字科技、怡安翰威特等企业开展广泛合作。

曾获优秀获校级本科教学成果一等奖,广东省本科高校在线教学优秀课程案例一等奖,卓越大学联盟高校教师教学创新大赛三等奖,指导学生获得泛珠三角大学生计算机作品赛全国总决赛金奖。所主持的《数据结构》在线课程报名人数超过2万人。

<h4 style="color: #1a6fc4; margin-bottom: 10px;">代表性论文</h4>
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<span style="font-weight: bold; color: #e74c3c;">[1]</span> Zequan Liang, Hao Luo,Xi Chen,Zhipeng Zhong,Cheng Fan, Xingrong Song, Bilian Li, Jianming Lv*. A Multi-Modal Multi-Expert Framework for Pain Assessment in Postoperative Children. <span style="font-style: italic; color: #2980b9;">IEEE Transactions on Affective Computing.</span> doi: 10.1109/TAFFC.2025.3567307. 2025.
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<span style="font-weight: bold; color: #e74c3c;">[2]</span> Shanglin Liu, Jianming Lv*, Jingdan Kang, Huaidong Zhang, Zequan Liang, Shengfeng He. MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining. <span style="font-style: italic; color: #2980b9;">Proceedings of the Computer Vision and Pattern Recognition Conference</span>, 2025: 5092-5101. <span style="color: #ffbf00ff;">(CCF A)</span>
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<span style="font-weight: bold; color: #e74c3c;">[3]</span> Jianming Lv*, Chujie Chen, Zequan Liang. Automated Scoring of Asynchronous Interview Videos Based on Multi-Modal Window-Consistency Fusion. <span style="font-style: italic; color: #2980b9;">IEEE Transactions on Affective Computing.</span>, 15(3): 799-814 (2024).
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<span style="font-weight: bold; color: #e74c3c;">[4]</span> Jianming Lv*, Kaijie Liu, Shengfeng He. Differentiated Learning for Multi-Modal Domain Adaptation. <span style="font-style: italic; color: #2980b9;">ACM Multimedia 2021.</span> (Oral paper, 9.2% accept rate) <span style="color: #ffbf00ff;">(CCF A)</span>
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<span style="font-weight: bold; color: #e74c3c;">[5]</span> Zhenguo Yang, Qing Li, Liu Wenyin, Jianming Lv*. Shared Multi-view Data Representation for Multi-domain Event Detection. <span style="font-style: italic; color: #2980b9;">IEEE Transactions on Pattern Analysis and Machine Intelligence. 2019.</span> DOI: 10.1109/TPAMI.2019.2893953.
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<span style="font-weight: bold; color: #e74c3c;">[6]</span> Jianming Lv, Weihang Chen, Qing Li, Can Yang. Unsupervised Cross-dataset person Re-identification by Transfer Learning of Spatial-temporal Patterns. <span style="font-style: italic; color: #2980b9;">CVPR 2018.</span><span style="color: #ffbf00ff;">(CCF A)</span>
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{% include figure.liquid loading="eager" path="assets/img/你的图片名字.jpg" title="生活照片" class="img-fluid rounded z-depth-1" %}
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{% include figure.liquid loading="eager" path="assets/img/你的图片名字.jpg" title="生活照片" class="img-fluid rounded z-depth-1" %}
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<h4 style="color: #1a6fc4; margin-bottom: 10px;">国家项目</h4>
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<span style="font-weight: bold; color: #e74c3c;">[1]</span> 基于弹性记忆网络的 5G 基站射频信号回归分析方法.<span style="font-style: italic; color: #2980b9;"> 国家重点研发计划项目.</span> 2023YFA1011600. 2024-2026.<span style="color: #ffbf00ff;"> 主持.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[2]</span> 基于多源跨域信息融合的行人再识别关键算法研究.<span style="font-style: italic; color: #2980b9;"> 国家自然科学基金面上基金项目.</span> 61876065. 2019-2022.<span style="color: #ffbf00ff;"> 主持.</span>
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简单描述一下照片(也可以不用,不用则删除该div)
<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[3]</span> 视频大数据高效表达、深度分析与综合利用(子课题四:群智感知与多源异构跨媒体融合的视觉大数据分析与预测).<span style="font-style: italic; color: #2980b9;"> 国家自然科学基金联合基金项目.</span> U1611461. 2017-2020.<span style="color: #ffbf00ff;"> 参与.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[4]</span> 异构云环境下能耗高效调度模型与优化方法研究.<span style="font-style: italic; color: #2980b9;"> 国家自然科学基金青年科学基金项目.</span> 61402183. 2015-2017. <span style="color: #ffbf00ff;"> 参与.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[5]</span> 寄生于对等网络的匿名通信模型与算法研究.<span style="font-style: italic; color: #2980b9;"> 国家自然科学基金青年基金.</span> 61300221. 2014-2016. <span style="color: #ffbf00ff;"> 主持.</span>
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<h4 style="color: #1a6fc4; margin-bottom: 10px;">代表省部级项目</h4>
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<span style="font-weight: bold; color: #e74c3c;">[1]</span> 域适应可解释的多模态弹性融合算法研究.<span style="font-style: italic; color: #2980b9;"> 广东省自然科学基金项目.</span> x2jsB6241590. 2024-2026.<span style="color: #ffbf00ff;"> 主持.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[2]</span> 基于多源跨域信息融合的行人再识别算法研究.<span style="font-style: italic; color: #2980b9;"> 广州市科技计划项目.</span> x2jsB3190920. 2019-2021.<span style="color: #ffbf00ff;"> 主持.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[3]</span> 大型水资源配置工程建设管理模式研究.<span style="font-style: italic; color: #2980b9;"> 广东省水利厅科技创新项目.</span> 2020-2021.<span style="color: #ffbf00ff;"> 主持.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[4]</span> 多源时空数据的多尺度关联与预测算法研究.<span style="font-style: italic; color: #2980b9;"> 广东省自然科学基金项目.</span> x2jsB6181610. 2018-2022.<span style="color: #ffbf00ff;"> 主持.</span>
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<span style="font-weight: bold; color: #e74c3c;">[5]</span> 新媒体用户行为大数据智能推荐系统研究与应用.<span style="font-style: italic; color: #2980b9;"> 广州市市科技计划产学研协同创新重大专项.</span> 201704030124. 2017-2018.<span style="color: #ffbf00ff;"> 参与.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[6]</span> 融合多模态时空大数据的智能视频监控平台研发.<span style="font-style: italic; color: #2980b9;"> 广东省科技计划公益研究与能力建设项目.</span> 2016A010101012. 2016-2018.<span style="color: #ffbf00ff;"> 主持.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[7]</span> 基于大数据管理技术的城市交通管理集成指挥调度系统的研制与产业化.<span style="font-style: italic; color: #2980b9;"> 广东省科技计划协同创新与平台环境建设.</span> 2016B090918020. 2015-2017.<span style="color: #ffbf00ff;"> 主持.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[8]</span> 实践类课程的MOOCs教学模式及平台研究.<span style="font-style: italic; color: #2980b9;"> 广东省高等教育教学改革项目.</span> GDJG20142054. 2014.07-2016.06.<span style="color: #ffbf00ff;"> 主持.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[9]</span> 大规模网络视频监控热点信息分发系统关键技术研发与产业化.<span style="font-style: italic; color: #2980b9;"> 广东省中国科学院全面战略合作项目.</span> 2012B090400016.2012-2014.<span style="color: #ffbf00ff;"> 参与.</span>
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<div style="margin-bottom: 15px; padding: 12px; border-left: 4px solid #3498db; background-color: transparent; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
<span style="font-weight: bold; color: #e74c3c;">[10]</span> 互联网实时视听支撑平台研发及应用.<span style="font-style: italic; color: #2980b9;"> 粤港关键领域重点突破项目.</span> 20122012498D12. 2012-2014.<span style="color: #ffbf00ff;"> 参与.</span>
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