2023年2月,《关于推荐“2023世界人工智能大会青年优秀论文奖”参评论文的通知》发布,面向全球高校、科研院所、企业开展人工智能领域青年优秀论文征集活动。至征稿截止,共收到海内外参评论文235篇,包括国际相关知名高校、科研机构、企业。
经初评、复评、终评,最终评选出2023世界人工智能大会青年优秀论文奖论文10篇,提名奖论文10篇。公示如下:
2023世界人工智能大会青年优秀论文奖
(按论文英文题目首字母排序,共10篇)
-
ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing,杨燕,西安交通大学,IEEE Transactions on Pattern Analysis and Machine Intelligence 2020
-
Finding key players in complex networks through deep reinforcement learning,范长俊,国防科技大学,Nature Machine Intelligence 2020
-
Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning,张云蔚,剑桥大学,Nature Communications 2020
-
Parameter-efficient fine-tuning of large-scale pre-trained language models,丁宁,清华大学,Nature Machine Intelligence 2023
-
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions,王文海,南京大学,IEEE/CVF International Conference on Computer Vision (ICCV2021)
-
Quantum computational advantage using photons,钟翰森,中国科学技术大学,Science 2020
-
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers,郑思晓,复旦大学,IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2021)
-
SEAM is a spatial single nuclear metabolomics method for dissecting tissue microenvironment,原致远,清华大学,Nature Methods2021
-
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers,谢恩泽,香港大学,Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
-
Triboelectric nanogenerator sensors for soft robotics aiming at digital twin applications,金滔,上海大学、新加坡国立大学, Nature Communications2020
2023世界人工智能大会青年优秀论文提名奖
(按论文英文题目首字母排序,共10篇)
-
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP,覃立波,哈尔滨工业大学,International Joint Conference on Artificial Intelligence (IJCAI2020)
-
DropMessage: Unifying Random Dropping for Graph Neural Networks,方陶然,浙江大学,AAAI-23
-
EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation,陈涵晟,同济大学,阿里巴巴达摩实验室,IEEE/CVF Computer Vision and Pattern Recognition Conference2022
-
Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs,胡擎昊,上海人工智能实验室,新加坡南洋理工大学,(ASPLOS '23) The 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems
-
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans,彭思达,浙江大学,IEEE/CVF Conference on Computer Vision and Pattern Recognition2021
-
Perseus: A Fail-Slow Detection Framework for Cloud Storage Systems,鲁瑞明,上海交通大学、阿里巴巴,USENIX Conference on File and Storage Technologies (FAST2023)
-
Prospective assessment of breast cancer risk from multimodal multiview ultrasound images via clinically applicable deep learning,钱学骏,南加利福尼亚大学,Nature Biomedical Engineering2021
-
RepVGG: Making VGG-style ConvNets Great Again,丁霄汉,清华大学,CVPR 2021
-
Simple and Deep Graph Convolutional Networks,陈明,中国人民大学,International Conference on Machine Learning2020
-
Towards Robust Blind Face Restoration with Codebook Lookup Transformer,周尚辰,新加坡南洋理工大学,Neural Information Processing Systems (NeurIPS2022)