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ROLAND: Graph Learning Framework for Dynamic Graphs


Aug 15, 2022
Jiaxuan You, Tianyu Du, Jure Leskovec

* Published in SIGKDD 2022 (Research Track) 

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ViRel: Unsupervised Visual Relations Discovery with Graph-level Analogy


Jul 04, 2022
Daniel Zeng, Tailin Wu, Jure Leskovec

* ICML 2022 Beyond Bayes: Paths Towards Universal Reasoning Systems Workshop; 17 pages, 10 figures 

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ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time


Jul 03, 2022
Tailin Wu, Megan Tjandrasuwita, Zhengxuan Wu, Xuelin Yang, Kevin Liu, Rok Sosič, Jure Leskovec

* 25 pages, 9 figures 

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Learning to Accelerate Partial Differential Equations via Latent Global Evolution


Jun 15, 2022
Tailin Wu, Takashi Maruyama, Jure Leskovec

* 25 pages, 13 figures 

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Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator


Jun 15, 2022
Tailin Wu, Qinchen Wang, Yinan Zhang, Rex Ying, Kaidi Cao, Rok Sosič, Ridwan Jalali, Hassan Hamam, Marko Maucec, Jure Leskovec

* SIGKDD 2022; 11 pages, 6 figures 

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Learning Backward Compatible Embeddings


Jun 07, 2022
Weihua Hu, Rajas Bansal, Kaidi Cao, Nikhil Rao, Karthik Subbian, Jure Leskovec

* KDD 2022, Applied Data Science Track 

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ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest


May 24, 2022
Paul Baltescu, Haoyu Chen, Nikil Pancha, Andrew Zhai, Jure Leskovec, Charles Rosenberg

* KDD 2022 
* 9 pages, 5 figures 

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VQA-GNN: Reasoning with Multimodal Semantic Graph for Visual Question Answering


May 23, 2022
Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec


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MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest


May 21, 2022
Saket Gurukar, Nikil Pancha, Andrew Zhai, Eric Kim, Samson Hu, Srinivasan Parthasarathy, Charles Rosenberg, Jure Leskovec


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