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Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries


Aug 16, 2022
Xiao Liu, Shiyu Zhao, Kai Su, Yukuo Cen, Jiezhong Qiu, Mengdi Zhang, Wei Wu, Yuxiao Dong, Jie Tang

* kgTransformer; Accepted to KDD 2022 

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Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers


Jul 14, 2022
Weng Lam Tam, Xiao Liu, Kaixuan Ji, Lilong Xue, Xingjian Zhang, Yuxiao Dong, Jiahua Liu, Maodi Hu, Jie Tang


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Brief Industry Paper: The Necessity of Adaptive Data Fusion in Infrastructure-Augmented Autonomous Driving System


Jul 02, 2022
Shaoshan Liu, Jianda Wang, Zhendong Wang, Bo Yu, Wei Hu, Yahui Liu, Jie Tang, Shuaiwen Leon Song, Cong Liu, Yang Hu

* 28th IEEE Real-Time and Embedded Technology and Applications Symposium, 2022 

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GACT: Activation Compressed Training for General Architectures


Jun 28, 2022
Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael Mahoney, Alvin Cheung


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Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos


Jun 23, 2022
Bowen Baker, Ilge Akkaya, Peter Zhokhov, Joost Huizinga, Jie Tang, Adrien Ecoffet, Brandon Houghton, Raul Sampedro, Jeff Clune


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Masked Autoencoders for Generic Event Boundary Detection CVPR'2022 Kinetics-GEBD Challenge


Jun 17, 2022
Rui He, Yuanxi Sun, Youzeng Li, Zuwei Huang, Feng Hu, Xu Cheng, Jie Tang


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CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers


May 29, 2022
Wenyi Hong, Ming Ding, Wendi Zheng, Xinghan Liu, Jie Tang


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Rethinking the Setting of Semi-supervised Learning on Graphs


May 28, 2022
Ziang Li, Ming Ding, Weikai Li, Zihan Wang, Ziyu Zeng, Yukuo Cen, Jie Tang

* To appear in IJCAI 2022 

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GraphMAE: Self-Supervised Masked Graph Autoencoders


May 24, 2022
Zhenyu Hou, Xiao Liu, Yukuo Cen, Yuxiao Dong, Hongxia Yang, Chunjie Wang, Jie Tang

* 11 pages; Accepted to KDD'22 

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