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Junchi Yan

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NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification

Jun 14, 2023
Qitian Wu, Wentao Zhao, Zenan Li, David Wipf, Junchi Yan

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Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving

May 10, 2023
Xiaosong Jia, Penghao Wu, Li Chen, Jiangwei Xie, Conghui He, Junchi Yan, Hongyang Li

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HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction

May 07, 2023
Yijun Wang, Changzhi Sun, Yuanbin Wu, Lei Li, Junchi Yan, Hao Zhou

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Road Genome: A Topology Reasoning Benchmark for Scene Understanding in Autonomous Driving

Apr 20, 2023
Huijie Wang, Zhenbo Liu, Yang Li, Tianyu Li, Li Chen, Chonghao Sima, Yuting Wang, Shengyin Jiang, Feng Wen, Hang Xu, Ping Luo, Junchi Yan, Wei Zhang, Jun Yao, Yu Qiao, Hongyang Li

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Topology Reasoning for Driving Scenes

Apr 11, 2023
Tianyu Li, Li Chen, Xiangwei Geng, Huijie Wang, Yang Li, Zhenbo Liu, Shengyin Jiang, Yuting Wang, Hang Xu, Chunjing Xu, Feng Wen, Ping Luo, Junchi Yan, Wei Zhang, Xiaogang Wang, Yu Qiao, Hongyang Li

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H2RBox-v2: Boosting HBox-supervised Oriented Object Detection via Symmetric Learning

Apr 11, 2023
Yi Yu, Xue Yang, Qingyun Li, Yue Zhou, Gefan Zhang, Feipeng Da, Junchi Yan

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Geometric-aware Pretraining for Vision-centric 3D Object Detection

Apr 07, 2023
Linyan Huang, Huijie Wang, Jia Zeng, Shengchuan Zhang, Liujuan Cao, Junchi Yan, Hongyang Li

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Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm

Mar 25, 2023
Yichen Xie, Han Lu, Junchi Yan, Xiaokang Yang, Masayoshi Tomizuka, Wei Zhan

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EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning

Mar 22, 2023
Chao Chen, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan

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R-Tuning: Regularized Prompt Tuning in Open-Set Scenarios

Mar 09, 2023
Ning Liao, Xiaopeng Zhang, Min Cao, Qi Tian, Junchi Yan

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