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Lu Chen, Associate Researcher in the Department of Computer Science and Engineering at Shanghai Jiao Tong University (SJTU). His main research interests include dialogue-based large language models like ChatGPT, natural language processing, and AI for Science. He has published over 40 papers in major international conferences and journals such as TPAMI, NeurIPS, and ACL. His research has been recognized with several awards, including the Area Chair Recommendation Award at the prestigious international conference COLING2018 on natural language processing, the Best Paper Award at the 17th National Conference on Man-Machine Speech Communication (NCMMSC2022), the Outstanding Doctoral Dissertation Award of Shanghai Jiao Tong University in 2020, the Outstanding Doctoral Dissertation Nomination Award of the China Computer Federation (CCF) in 2021, and the ACM China (Shanghai Chapter) Outstanding Doctoral Dissertation Award in 2021. He has led teams to participate in and win championships or first prizes in several authoritative challenges and technical evaluations in the fields of intelligent human-computer dialogue and intelligent question answering (including DSTC, Spider, CSpider, CBLUE2.0, etc.). Some of his research achievements have been widely applied through industry-university-research collaborations, and his patents have won the Excellence Award at the 23rd China Patent Awards. He also serves as an Area Chair for the Association for Computational Linguistics Rolling Review (ACL ARR), a Standing Reviewer for the top-tier journal Transactions of the Association for Computational Linguistics (TACL), and has been a Program Committee member for major international academic conferences such as ICML, NeurIPS, ACL, and EMNLP.
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[//]: # (Lu Chen, Associate Researcher in the Department of Computer Science and Engineering at Shanghai Jiao Tong University (SJTU). His main research interests include dialogue-based large language models like ChatGPT, natural language processing, and AI for Science. He has published over 40 papers in major international conferences and journals such as TPAMI, NeurIPS, and ACL. His research has been recognized with several awards, including the Area Chair Recommendation Award at the prestigious international conference COLING2018 on natural language processing, the Best Paper Award at the 17th National Conference on Man-Machine Speech Communication (NCMMSC2022), the Outstanding Doctoral Dissertation Award of Shanghai Jiao Tong University in 2020, the Outstanding Doctoral Dissertation Nomination Award of the China Computer Federation (CCF) in 2021, and the ACM China (Shanghai Chapter) Outstanding Doctoral Dissertation Award in 2021. He has led teams to participate in and win championships or first prizes in several authoritative challenges and technical evaluations in the fields of intelligent human-computer dialogue and intelligent question answering (including DSTC, Spider, CSpider, CBLUE2.0, etc.). Some of his research achievements have been widely applied through industry-university-research collaborations, and his patents have won the Excellence Award at the 23rd China Patent Awards. He also serves as an Area Chair for the Association for Computational Linguistics Rolling Review (ACL ARR), a Standing Reviewer for the top-tier journal Transactions of the Association for Computational Linguistics (TACL), and has been a Program Committee member for major international academic conferences such as ICML, NeurIPS, ACL, and EMNLP.)
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Lu Chen, Associate Professor and Ph.D. advisor in the School of Computer Science at Shanghai Jiao Tong University (SJTU); full-time mentor at Shanghai Innovation Institute. His research focuses on foundational technologies for LLMs, agents, and their cross-disciplinary applications in science. He has authored or co-authored over 60 papers as first or corresponding (including co-corresponding) author in Cell Press journals, TPAMI, and TACL, as well as at major AI conferences such as NeurIPS, ICML, and ACL. He has served as principal investigator for General/Young Programs of the National Natural Science Foundation of China (NSFC) and for major industry–university–research collaboration projects. He holds more than 30 granted patents, 10 of which have been successfully transferred; one transferred patent received the Excellence Award at the 23rd China Patent Awards (23rd edition). He led the development of the DFM series of conversational LLMs (including ChemDFM for chemistry and materials), whose underlying technologies have been widely deployed in intelligent vehicle cockpits, smart homes, and scientific research. He has long served as an Area Chair for the ACL Rolling Review (ARR) and as a reviewer for Nature and its family journals.
陈露，上海交通大学计算机科学与工程系副研究员。主要研究兴趣包括类ChatGPT对话式大语言模型、自然语言处理、AI for Science等。目前已在TPAMI、NeurIPS、ACL等重要国际会议和期刊上发表论文40余篇，研究成果获自然语言处理权威国际会议COLING2018领域主席推荐奖、第十七届全国人机语音通讯学术会议(NCMMSC2022)最佳论文奖、2020年上海交通大学优博奖、2021年中国计算机学会(CCF)优博提名奖、2021年ACM中国（上海分会）优博奖。曾多次带领团队参加国内外智能人机对话与智能问答方向权威挑战赛/技术评测(包括DSTC、Spider、CSpider、CBLUE2.0等)并获得冠军或第一名。其部分研究成果通过产学研合作获得大规模推广应用，转化专利获得第二十三届中国专利奖优秀奖。他还担任国际计算语言学协会滚动审稿机制(ACL ARR)领域主席、自然语言处理顶级期刊TACL常设审稿人(Standing Reviewer)，多次担任ICML/NeurIPS/ACL/EMNLP等重要国际学术会议的程序委员会委员。
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[//]: # (陈露，上海交通大学计算机科学与工程系副研究员。主要研究兴趣包括类ChatGPT对话式大语言模型、自然语言处理、AI for Science等。目前已在TPAMI、NeurIPS、ACL等重要国际会议和期刊上发表论文40余篇，研究成果获自然语言处理权威国际会议COLING2018领域主席推荐奖、第十七届全国人机语音通讯学术会议(NCMMSC2022)最佳论文奖、2020年上海交通大学优博奖、2021年中国计算机学会(CCF)优博提名奖、2021年ACM中国（上海分会）优博奖。曾多次带领团队参加国内外智能人机对话与智能问答方向权威挑战赛/技术评测(包括DSTC、Spider、CSpider、CBLUE2.0等)并获得冠军或第一名。其部分研究成果通过产学研合作获得大规模推广应用，转化专利获得第二十三届中国专利奖优秀奖。他还担任国际计算语言学协会滚动审稿机制(ACL ARR)领域主席、自然语言处理顶级期刊TACL常设审稿人(Standing Reviewer)，多次担任ICML/NeurIPS/ACL/EMNLP等重要国际学术会议的程序委员会委员。)
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