教授
博士生导师
教师拼音名称:Liao Lyuchao
职务:Deputy Dean
学历:研究生(博士后)
学位:博士学位
职称:教授
在职信息:在职
学科:智能科学与技术
学术荣誉:2024 当选福建省高层次人才
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发布时间:2024-12-06
2024年12月,IEEE计算机学会出版委员会(IEEE Computer Society Publications Board)公布了2023年度最佳论文奖。所发表的论文《MFGCN:一种用于网约车出行需求预测的多模态融合图卷积神经网络》(MFGCN: A Multimodal Fusion Graph Convolutional Network for Online Car-Hailing Demand Prediction)荣获最佳论文奖(Best Paper Award),(发布网址:https://www.computer.org/publications/best-paper-award-winners )
IEEE计算机学会是世界上最早和最大的计算机专业人士的学会,成立于1946年,是IEEE下39个专业学会中最大的一家。学会现有近 10万会员,来自140多个国家,其中40%以上来自美国以外地区。IEEE计算机学会致力于发展计算机和信息处理技术的理论、实践和应用。其通过应用类和研究类的学术期刊、国际会议、技术委员会和标准制定工作组等方式不断推动活跃的思想交流和技术创新,是全球计算机专业人士的技术信息和服务的顶尖提供者。
IEEE计算机学会出版委员会根据旗下各期刊的提名推荐,共评选出2023年度最佳论文奖(Best Paper Awards)21项,最佳论文入围奖(Runners-Up)15项。其中,最佳论文奖获奖团队有麻省理工学院、斯坦福大学等世界著名高校及apple、特斯拉等全球巨头公司,具体名单如下(排名不分先后):
期刊 |
获奖论文 |
获奖论文团队 |
Computer |
David Fernández-Llorca, Emilia Gómez, “Trustworthy Artificial Intelligence Requirements in the Autonomous Driving Domain” in Computer, vol. 56, no. 02, pp. 29-39, 2023. |
阿尔卡拉大学,西班牙 |
Computer Graphics and Applications |
Zhenpeng Zhao, Niklas Elmqvist, “The Stories We Tell About Data: Surveying Data-Driven Storytelling Using Visualization,” in IEEE Computer Graphics and Applications, vol. 43, no. 4, pp. 97-110, July – August 2023. |
Apple公司,美国 |
Intelligent Systems |
Lyuchao Liao, Ben Li, Fumin Zou, Dejuan Huang, “MFGCN: A Multimodal Fusion Graph Convolutional Network for Online Car-Hailing Demand Prediction” in IEEE Intelligent Systems, vol. 38, no. 03, pp. 21-30, 2023. |
福建理工大学,中国 |
Internet Computing |
Panos Patros, Melanie Ooi, Victoria Huang, Michael Mayo, Chris Anderson, Stephen Burroughs, Matt Baughman, Osama Almurshed, Omer Rana, Ryan Chard, Kyle Chard, Ian Foster, “Rural AI: Serverless-Powered Federated Learning for Remote Applications,” in IEEE Internet Computing, vol. 27, no. 2, pp. 28-34, March – April 2023. |
怀卡托大学,新西兰 |
Micro |
Emil Talpes, Debjit Das Sarma, Doug Williams, Sahil Arora, Thomas Kunjan, Benjamin Floering, Ankit Jalote, Christopher Hsiong, Chandrasekhar Poorna, Vaidehi Samant, John Sicilia, Anantha Kumar Nivarti, Raghuvir Ramachandran, Tim Fischer, Ben Herzberg, Bill McGee, Ganesh Venkataramanan, Pete Banon, “The Microarchitecture of DOJO, Tesla’s Exa-Scale Computer,” in IEEE Micro, vol. 43, no. 3, pp. 31-39, May – June 2023. |
特斯拉公司,美国 |
MultiMedia |
Irene Viola, Jack Jansen, Shishir Subramanyam, Ignacio Reimat, Pablo Cesar, “VR2Gather: A Collaborative, Social Virtual Reality System for Adaptive, Multiparty Real-Time Communication,” in IEEE MultiMedia, vol. 30, no. 2, pp. 48-59, April – June 2023. |
国家数学和计算机科学研究院,荷兰 |
Pervasive Computing |
Ariel Ekblaw, Juliana Cherston, Fangzheng Liu, Irmandy Wicaksono, Don Derek Haddad, Valentina Sumini, Joseph A. Paradiso, “From UbiComp to Universe—Moving Pervasive Computing Research Into Space Applications,” in IEEE Pervasive Computing, vol. 22, no. 2, pp. 27-42, April – June 2023. |
麻省理工学院,美国 |
Security & Privacy |
Derin Cayir, Abbas Acar, Riccardo Lazzeretti, Marco Angelini, Mauro Conti, Selcuk Uluagac, “Augmenting Security and Privacy in the Virtual Realm: An Analysis of Extended Reality Devices,” in IEEE Security & Privacy, vol. 22, no. 1, pp. 10-23, January – February 2024. |
佛罗里达国际大学,美国 |
Software |
Juncal Alonso, Radosław Piliszek, Matija Cankar, “Embracing IaC Through the DevSecOps Philosophy: Concepts, Challenges, and a Reference Framework,” in IEEE Software, vol. 40, no. 1, pp. 56-62, January – February 2023. |
欧盟Tecnalia研究院,西班牙 |
Computer Architecture Letters |
Jaewan Choi, Jaehyun Park, Kwanhee Kyung, Nam Sung Kim, Jung Ho Ahn, “Unleashing the Potential of PIM: Accelerating Large Batched Inference of Transformer-Based Generative Models” in IEEE Computer Architecture Letters, vol. 22, no. 02, pp. 113-116, 2023. |
首尔大学,韩国 |
Open Journal of the Computer Society |
Yijing Lin, Hongyang Du, Dusit Niyato, Jiangtian Nie, Jiayi Zhang, Yanyu Cheng, Zhaohui Yang, “Blockchain-Aided Secure Semantic Communication for AI-Generated Content in Metaverse,” in IEEE Open Journal of the Computer Society, vol. 4, pp. 72-83, March 2023. |
北京邮电大学,中国 |
Transactions on Affective Computing |
Rui Mao, Qian Liu, Kai He, Wei Li, Erik Cambria, “The Biases of Pre-Trained Language Models: An Empirical Study on Prompt-Based Sentiment Analysis and Emotion Detection,” in IEEE Transactions on Affective Computing, vol. 14, no. 3, pp. 1743-1753, July – September 2023. |
南洋理工大学,新加坡 |
Transactions on Big Data |
Xin Liang, Kai Zhao, Sheng Di, Sihuan Li, Robert Underwood, Ali M. Gok, Jiannan Tian, Junjing Deng, Jon C. Calhoun, Dingwen Tao, Zizhong Chen, Franck Cappello,“SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors” in IEEE Transactions on Big Data, vol. 9, no. 02, pp. 485-498, 2023. |
肯塔基大学,美国 |
Transactions on Cloud Computing |
Shenglai Zeng, Zonghang Li, Hongfang Yu, Zhihao Zhang, Long Luo, Bo Li, and Dusit Niyato, “HFedMS: Heterogeneous Federated Learning With Memorable Data Semantics in Industrial Metaverse,” in IEEE Transactions on Cloud Computing, vol. 11, no. 3, pp. 3055-3069, July – September 2023. |
电子科技大学,中国 |
Transactions on Computers |
Kevin Kiningham, Philip Levis and Christopher Ré, “GRIP: A Graph Neural Network Accelerator Architecture,” in IEEE Transactions on Computers, vol. 72, no. 4, pp. 914-925, April 2023. |
斯坦福大学,美国 |
Transactions on Emerging Topics in Computing |
Orian Leitersdorf, Dean Leitersdorf, Jonathan Gal, Mor Dahan, Ronny Ronen, Shahar Kvatinsky, “AritPIM: High-Throughput In-Memory Arithmetic,” IEEE Transactions on Emerging Topics in Computing, vol. 11, no. 03, pp. 720-735, 2023. |
以色列理工学院,以色列 |
Transactions on Mobile Computing |
Sohei Itahara, Takayuki Nishio, Yusuke Koda, Masahiro Morikura, Koji Yamamoto, “Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data,” in IEEE Transactions on Mobile Computing, vol. 22, no. 1, pp. 191-205, January 2023. |
京都大学,日本 |
Transactions on Parallel and Distributed Systems |
Hai Jin, Dongshan Bai, Dezhong Yao, Yutong Dai, Lin Gu, Chen Yu, Lichao Sun “Personalized Edge Intelligence via Federated Self-Knowledge Distillation,” in IEEE Transactions on Parallel and Distributed Systems, vol. 34, no. 2, pp. 567-580, February 2023. |
华中科技大学,中国 |
Transactions on Services Computing |
Wei Jiang, Daquan Feng, Yao Sun, Gang Feng, Zhenzhong Wang, and Xiang-Gen Xia, “Joint Computation Offloading and Resource Allocation for D2D-Assisted Mobile Edge Computing,” in IEEE Transactions on Services Computing, vol. 16, no. 3, pp. 1949-1963, May – June 2023. |
深圳大学,中国 |
Transactions on Software Engineering |
Zimin Chen, Steve Kommrusch, Martin Monperrus, “Neural Transfer Learning for Repairing Security Vulnerabilities in C Code,” in IEEE Transactions on Software Engineering, vol. 49, no. 01, pp. 147-165, 2023. |
皇家理工学院,瑞典 |
Transactions on Sustainable Computing |
Marcos De Melo da Silva, Abdoulaye Gamatié, Gilles Sassatelli, Michael Poss and Michel Robert, “Optimization of Data and Energy Migrations in Mini Data Centers for Carbon-Neutral Computing,” in IEEE Transactions on Sustainable Computing, vol. 8, no. 1, pp. 68-81, January – March 2023. |
蒙彼利埃大学,法国
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