
邹杰
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邹杰,电子科技大学计算机科学与工程学院教授,博士生导师,国家级青年人才,四川省特聘专家(2024年天府峨眉计划),小米青年学者。2021年获得荷兰阿姆斯特丹大学博士学位,并先后于加拿大约克大学担任访问学者,荷兰阿姆斯特丹大学/新加坡南洋理工大学担任博士后/研究员。主要研究领域为信息检索,自然语言处理,推荐系统,多模态,空天具身智能体等。发表包括SIGIR、KDD、TheWebConf、ACM TOIS、IP&M、INFFUS、IEEE TMM、IEEE TCSVT、AAAI、ICCV、ECCV、ILCR、CIKM等CCF A类/中科院一区期刊或会议在内的国际高水平论文50余篇。主持海外优青、国家自然科学基金青年项目、四川省自然科学基金面上项目、电子科技大学高层次人才项目等,主研包括欧盟、荷兰、新加坡、中国等多项国内外基金项目。中国中文信息学会信息检索专委会通讯委员,中国中文信息学会青工委委员,中国计算机学会多媒体专委会执行委员,ACM/CCF/CIPS/CSIG会员。长期担任本领域十余个CCF推荐顶级国际会议、期刊的领域主席、程序委员会委员、审稿人,如SIGIR, TheWebConf (WWW), ACL, ACM MM, IJCAI, AAAI, ICDE, WSDM, EMNLP,ACM TOIS,INFFUS,PR,KBS等。
常年招收博士后、博士、硕士。研究组以科学研究为导向,尊重学生自主意愿,长期与国内高校以及新加坡、荷兰、加拿大等国外顶尖实验室保持紧密合作关系。欢迎勤奋务实、有强烈科研兴趣、编程英语数学基础扎实的同学加入。同时欢迎优秀本科生加入。
讲授课程:
《数据挖掘与大数据分析》,《自然语言处理》,《社交媒体分析》,《大媒体前沿技术:机遇与挑战》
主持的科研项目:
对话式检索和推荐,国家自然科学基金优秀青年基金项目(海外),2025.01-2027.12,300万,主持;
基于多源语义融合的多模态对话式推荐系统研究,国家自然科学基金青年基金项目,2025.01-2027.12,30万,主持;
监控视频异常事件检测关键技术研究,四川省自然科学基金面上项目,2025.01-2026.12,20万,主持;
学生获奖:
2025年电子科技大学学术青苗;WWW 2025 智能体推荐竞赛冠军;2025年CAAI全国大数据与社会计算学术会议智能体设计挑战赛二等奖;etc.
部分论文列表:
[1]Kaibei Li, Jie Zou*(通讯作者), Qika Lin, Weikang Guo, Qinyang He, and Yang Yang. 2026. ScotRec: Social Chain-of-thought LLM Reasoning for Recommendation. https://doi.org/10.1145/3774904.3792313. In WWW (CCF-A类会议).
[2] Pengfei Zhang, Guojia An, Jin Huang, Yuhan Yang, Yang Yang, and Jie Zou*(通讯作者). 2026. Not All Information Brings Benefits: Personalization-driven Agent Debate for Conversational Recommendation. https://doi.org/10.1145/3774904.3792152. In WWW (CCF-A类会议).
[3] Yuhan Yang, Jie Zou*(通讯作者), Guojia An, Jiwei Wei, Yang Yang, and Heng Tao Shen. 2026. Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based Recommendation. https://doi.org/10.1145/3770854.3780280. In KDD (CCF-A类会议).
[4] Yeming Li, Chenxi Liu, Jie Zou*(通讯作者), Cheng Long, Chaoning Zhang, Peng Wang, Yang Yang. 2026. From Dialogue to Destination: Geography-aware Large Language Models with Multimodal Fusion for Conversational Recommendation. In AAAI (CCF-A类会议, Oral).
[5] Xiao Ao, Jie Zou*(通讯作者), Yibiao Wei, Peng Wang, Weikang Guo. 2026. Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering. In AAAI (CCF-A类会议).
[6]Atandoh, Peter; Li, Yongkang; Guo, Weikang; Guo, Jinyu; Zou, Jie*(通讯作者). 2026. Less is More: Adaptive Prompt Compression and Exemplar Selection for Efficient Few-Shot Sentiment Analysis. Expert Systems with Applications (中科院SCI一区期刊).
[7] Yuhan Yang, Jie Zou*(通讯作者), Guojia An, Weikang Guo, Mingshi Yan, Yang Yang, and Heng Tao Shen. 2026. CooSBR: Rethinking Neighborhood Integration for Session-based Recommendation. IP&M (中科院SCI一区期刊).
[8] Yibiao Wei, Jie Zou*(通讯作者), Weikang Guo, Guoqing Wang, Xing Xu, and Yang Yang. 2025. MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems. In SIGIR (CCF-A类会议).
[9] Guojia An, Jie Zou*(通讯作者), Jiwei Wei, Chaoning Zhang, Fuming Sun, and Yang Yang. 2025. Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation. In SIGIR (CCF-A类会议).
[10] Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Shuxi Han, Heli Ma, Zheng Wang, Yang Yang, and Heng Tao Shen. 2025. PSCon: Product Search Through Conversations. In SIGIR (CCF-A类会议).
[11] Jie Zou, Cheng Lin, Weikang Guo, Zheng Wang, Jiwei Wei, Yang Yang, and Heng tao Shen. 2025. Multi-type Context-aware Conversational Recommender Systems via Mixture-of-experts. Information Fusion (CAAI-A类期刊、中科院SCI一区期刊、IF=15.5).
[12] Cheng Lin, Hong Hu, Jie Zou*(通讯作者), Lujun Li, Jun Liu, Yipeng Gao, Yang Yang, and Heng Tao Shen. 2025. Distilling Grounding DINO for an Edge-cloud Collaborative Advanced Driver Assistance System. IEEE TCSVT (中科院SCI一区期刊).
[13] Jie Zou, Aixin Sun, Cheng Long, and Evangelos Kanoulas. 2024. Knowledge-enhanced Conversational Recommendation via Transformer-based Sequential Modeling. ACM TOIS (CCF-A类期刊).
[14] Heli Ma, Jie Zou*(通讯作者), Mohammad Aliannejadi, Evangelos Kanoulas, Yi Bin, and Yang Yang. 2024. Ask or Recommend: An Empirical Study on Conversational Product Search. In CIKM (CORE-A类会议,CCF-B类会议).
[15] Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Maria Soledad Pera, and Yiqun Liu. 2023. Users Meet Clarifying Questions: Toward a Better Understanding of User Interactions for Search Clarification. ACM TOIS (CCF-A类期刊).
[16] Jie Zou, Aixin Sun, Cheng Long, Mohammad Aliannejadi, and Evangelos Kanoulas. 2023. Asking Clarifying Questions: To Benefit or to Disturb Users in Web Search? IP&M (中科院SCI一区期刊).
[17] Jie Zou, Evangelos Kanoulas, Pengjie Ren, Zhaochun Ren, Aixin Sun, and Cheng Long. 2022. Improving Conversational Recommender Systems via Transformer-based Sequential Modelling. In SIGIR (CCF-A类会议).
[18] Jie Zou, Jimmy Huang, Zhaochun Ren, and Evangelos Kanoulas. 2022. Learning to Ask: Conversational Product Search via Representation Learning. ACM TOIS (CCF-A类期刊).
[19] Jie Zou, Yifan Chen, and Evangelos Kanoulas. 2020. Towards Question-based Recommender Systems. In SIGIR (CCF-A类会议).
[20] Jie Zou and Evangelos Kanoulas. 2020. Towards Question-based High-recall Information Retrieval: Locating the Last Few Relevant Documents for Technology-assisted Reviews. ACM TOIS (CCF-A类期刊).
[21] Jie Zou, Evangelos Kanoulas, and Yiqun Liu. 2020. An Empirical Study on Clarifying Question-based Systems. In CIKM (CORE-A类会议,CCF-B类会议).
[22] Jie Zou and Evangelos Kanoulas. 2019. Learning to Ask: Question-based Sequential Bayesian Product Search. In CIKM (CORE-A类会议,CCF-B类会议).
[23] Jie Zou, Dan Li, and Evangelos Kanoulas. 2018. Technology Assisted Reviews: Finding the Last Few Relevant Documents by Asking Yes/No Questions to Reviewers. In SIGIR (CCF-A类会议).
[24] Jie Zou, Ling Xu, Mengning Yang, Xiaohong Zhang, Dan Yang. 2017. Towards comprehending the non-functional requirements through developers’ eyes: An exploration of stack overflow using topic analysis. Information and Software Technology (CCF-B类期刊).
English Homepage: https://sites.google.com/site/jiezou0806
谷歌学术论文列表 (Google Scholar): https://scholar.google.com/citations?user=LdqJFMIAAAAJ&hl=en
外部链接:未来媒体研究中心团队
2023.6 -- 至今
电子科技大学 计算机科学与工程学院 教授,博士生导师
2021.11 -- 2023.5
新加坡南洋理工大学 研究员
2021.7 -- 2021.11
荷兰阿姆斯特丹大学 博士后
2021.4 -- 2021.6
加拿大约克大学 访问学者
信息检索
自然语言处理
推荐系统
多媒体检索与推荐
空天具身智能体