朱李楠

朱李楠，博士，教授、硕士生导师，浙江工业大学机关党委书记、党委组织部副部长，兼任中文信息学会情感计算专委会委员，主要研究方向为自然语言处理、多模态情感计算、机器学习等。先后主持国家自然科学基金面上项目1项、国家自然科学基金青年基金项目1项、浙江省自然科学基金青年基金项目1项、浙江省“尖兵领雁+X”科技计划“尖兵”项目子课题1项，参与国家自然科学基金2项。在ACL（CCF A 类会议）、Information Fusion（中科院一区Top）、Expert Systems with Applications（中科院一区top）、IEEE Transactions on Audio, Speech, and Language Processing（中科院二区，CCF B类期刊）、World Wide Web（CCF B 类期刊）、NLPCC（CCF C 类会议）等国内外知名期刊或会议上发表多篇学术论文。曾担任了国际学术会议“International Conference on Cooperative Design, Visualization and Engineering”的技术与工业委员会共同主席、组织委员会共同主席，并在该会议中做学术报告。入职以来，为研究生和本科生讲授《计算机应用与人工智能》、《工程伦理》等课程，作为主要参与者获得国家教学成果二等奖1项、浙江省教学成果一等奖1项、浙江省教学成果二等奖1项。

本科生课程

1、计算机应用与人工智能

2、形势政策课（国际专题）

研究生课程

1、工程伦理

1、国家教学成果二等奖（排名第6）

2、浙江省教学成果一等奖（排名第6）

3、浙江省教学成果二等奖（排名第4）

4、浙江工业大学“三育人”先进个人

1、国家自然科学基金（62176234，61701443）

2、浙江省“尖兵”研发攻关计划项目子课题（2025C01030）

3、浙江省自然科学基金（LQ15E050006）

4、浙江省教育厅科研项目（Y201120777）

在国内外学术期刊或会议上发表的主要论文：

[1]     Linan Zhu, Xiangfan Chen, Xiaolei Guo, Chenwei Zhang, Zhechao Zhu, Zehai Zhou, Xiangjie Kong. Pinpointing Diffusion Grid Noise to Enhance Aspect Sentiment Quad Prediction [C]. In Findings of the Association for Computational Linguistics: ACL 2024, Bangkok, Thailand, pp. 3717-3726. (CCF A)

[2]     Linan Zhu, Zhechao Zhu, Chenwei Zhang, Yifei Xu, Xiangjie Kong*. Multimodal sentiment analysis based on fusion methods: A survey [J]. Information Fusion, 2023, 95: 309-325. (高倍引，中科院一区Top)

[3]     Linan Zhu, Hongyan Zhao, Zhechao Zhu, Chenwei Zhang, Xiangjie Kong. Multimodal sentiment analysis with unimodal label generation and modality decomposition [J]. Information Fusion, 2025, 116, Article ID 102787. (中科院一区Top)

[4]     Linan Zhu, Jianlin Chen, Xiao Han, Xiangfan Chen, Mengfei Xu, Guojiang Shen. Dual-Feature enhanced graph neural network for aspect sentiment Triplet extraction [J]. Neurocomputing, 2026, 685, Article ID 133654. (中科院二区)

[5]     Linan Zhu, Yinwei Bao, Minhao Xu, Jianxin Li, Zhechao Zhu, Xiangjie Kong. Aspect sentiment quadruple extraction based on the sentence-guided grid tagging scheme [J]. Word Wide Web – Internet and Web Information Systems, 2023, 26: 3303-3320. (CCF B)

[6]     Linan Zhu, Minhao Xu, Yifei Xu, Zhechao Zhu, Yanyan Zhao, Xiangjie Kong*. A multi‑attribute decision making approach based on information extraction for real estate buyer profiling [J]. World Wide Web – Internet and Web Information Systems, 2022, 26(1): 187-205. (CCF B)

[7]     Xiangjie Kong XJ, Can Shu, Lingyuan Wang, Hanlin Zhou, Linan Zhu*, Jianxin Li. Broad information diffusion modelling for sharing link click prediction using knowledge graphs [J]. Expert Systems With Applications, 2025, 227, Article ID 127276. (中科院一区Top)

[8]     Xiangjie Kong, Jianlin Chen, Qiuhua Yi, Chenwei Zhang, Linan Zhu*. DASA: Data augmentation and syntactic analysis for cross-domain aspect sentiment triplet extraction [J]. Neurocomputing, 2026, 683, Article ID 133495. (中科院二区)

[9]     Linan Zhu, Xiaolei Guo, Zhechao Zhu, Yifei Xu, Zehai Zhou, Xiangfan Chen, Xiangjie Kong. Generative aspect-based sentiment analysis with a grid tagging matching auxiliary task [J]. Computer Speech & Language, 2025, 92, Article ID 101776. (中科院三区)

[10]Linan Zhu, Minhao Xu, Zhechao Zhu, Yifei Xu, Xiangjie Kong*. Multiscale feature aggregation network for aspect sentiment triplet extraction [J]. Applied Intelligence, 2023, 53(14): 17762-17777. (JCR Q2)

[11]Linan Zhu, Zehai Zhou, Xiangfan Chen, Xiaolei Guo, Xiangjie Kong. MultiAICL: Multi-task Tuning for Augmented In-Context Learning in Text Style Transfer [C]. In the Proceedings of the 13th National CCF Conference, NLPCC 2024, Hangzhou, China, November 1-3, 2024, pp. 55-66. (CCF C)

[12]Linan Zhu, Yifei Xu, Zhechao Zhu, Yinwei Bao, Xiangjie Kong. Fine-Grained Sentiment-Controlled Text Generation Approach Based on Pre-Trained Language Model [J]. Applied Sciences – Basel, 2023, 13(1), 264. (JCR Q2)

[13]Linan Zhu, Minhao Xu, Yinwei Bao, Yifei Xu, Xiangjie Kong. Deep learning for aspect-based sentiment analysis: a review [J]. PeerJ Computer Science, 2022, 8: e1044. DOI 10.7717/peerj-cs.1044. (JCR Q2)

[14]Syauqie Muhammad Marier, Xiangjie Kong, Linan Zhu, Xiangfan Chen, Abdulloh Badruzzaman, I. Nyoman Apraz Ramatryana. CASTLE: Context-Aware semantic transformer with knowledge graph enhancement for low-resource grammar correction [J]. Expert Systems With Applications, 2026, 229(D), Article ID 130233, 12 pages. (中科院一区top)

[15]Wu Yang, Lin Zijie, Zhao Yanyan*, Qin Bing, Zhu Linan. A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis [C]. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pp. 4730-4738. (CCF A)

[16]Qiuhua Yi, Xiangjie Kong, Linan Zhu, Chenwei Zhang, Guojiang Shen. DiffuSyn: A Diffusion-Driven Framework With Syntactic Dependency for Aspect Sentiment Triplet Extraction [J]. IEEE Transactions on Audio Speech and Language Processing, 2025, 33: 842-854. (中科院一区)

[17]Yinwei Bao, Xiangjie Kong, Qiuhua Yi, Chenwei Zhang, Linan Zhu, Guojiang Shen. Label-Review-Opinion Generation for Cross-Domain Aspect-Based Sentiment Analysis [J]. IEEE Transactions on Audio Speech and Language Processing, 2025, 33: 1604-1615. (中科院一区)

[18]Bin Cao, Kui Ma, Yuqi Liu, Yueshen Xu*, Linan Zhu. Intention classification in multiturn dialogue systems with key sentences mining [J]. Computational Intelligence, 2020, 5(1): 1-16. (SCI)

[19]Zhu Li-Nan*, Li Peng-Hang, Zhou, Xiao-Long*. IHDETBO: A Novel Optimization Method of Multi-Batch Subtasks Parallel-Hybrid Execution Cloud Service Composition for Cloud Manufacturing [J]. Complexity, 2019, vol. 2019, Article ID 7438710, 21 pages. (JCR Q2)

[20]LINAN ZHU, PENGHANG LI, GUOJINAG SHEN*, ZHI LIU*. A Novel Service Composition Algorithm for Cloud-Based Manufacturing Environment [J]. IEEE ACCESS, 2020, 8(1): 39148-39164. (JCR Q2)

[21]Li-Nan Zhu*, Wan-Liang Wang, Yan-Wei Zhao, Xin Xu, Jing-Hui Hu. Extension-Evaluation-Based Alternative Resource Selection for Cloud Manufacturing [C]. 14th International Conference on Cooperative Design, Visualization, and Engineering (CDVE), Mallorca, Spain, 2017. (EI)

[22]朱李楠*, 王万良, 沈国江. 基于改进差分进化算法的云制造资源优化组合方法. 计算机集成制造系统, 2017, 23(1): 203-214. (EI，国内一级期刊)

[23]朱李楠, 赵燕伟*, 王万良. 基于RVCS的云制造资源封装、发布和发现模型[J]. 计算机集成制造系统, 2012, 18(8): 1829-1838. (EI，国内一级期刊)

[24]ZHI LIU, YE WU, SHIPENG CAO, LINAN ZHU, GUOJIANG SHEN*. A Ramp Metering Method Based on Congestion Status in the Urban Freeway [J]. IEEE ACCESS, 2020, 8(1): 76823-76831. (JCR Q2)

[25]Liu Zhi, Chen Yue, Chen Bo, Zhu Linan, Wu Du, Shen Guojiang*. Crowd Counting Method Based on Convolutional Neural Network With Global Density Feature [J]. IEEE Access, 2019, 7(1): 88789-88798. (JCR Q2)