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Heterogeneous Trajectory Forecasting via Risk and Scene Graph Learning


Nov 02, 2022
Jianwu Fang, Chen Zhu, Pu Zhang, Hongkai Yu, Jianru Xue

* Submitted to IEEE Transactions on Intelligent Transportation Systems, 2022 

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Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors


May 20, 2022
Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri, Sanyam Kapoor, Chen Zhu, Yann LeCun, Andrew Gordon Wilson

* Code available at https://github.com/hsouri/BayesianTransferLearning 

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Outage Analysis of Aerial Semi-Grant-Free NOMA Systems


May 12, 2022
Hongjiang Lei, Chen Zhu, Ki-Hong Park, Imran Shafique Ansari, Weijia Lei, Hong Tang, Kyeong Jin Kim

* submitted to IEEE journal for review 

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Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations


Jan 31, 2022
Amin Ghiasi, Hamid Kazemi, Steven Reich, Chen Zhu, Micah Goldblum, Tom Goldstein


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Complexity-Oriented Per-shot Video Coding Optimization


Dec 23, 2021
Hongcheng Zhong, Jun Xu, Chen Zhu, Donghui Feng, Li Song


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VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization


Oct 27, 2021
Mucong Ding, Kezhi Kong, Jingling Li, Chen Zhu, John P Dickerson, Furong Huang, Tom Goldstein

* NeurIPS 2021 

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Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task


Oct 26, 2021
Jiuhai Chen, Chen Zhu, Bin Dai


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Long-Short Transformer: Efficient Transformers for Language and Vision


Jul 27, 2021
Chen Zhu, Wei Ping, Chaowei Xiao, Mohammad Shoeybi, Tom Goldstein, Anima Anandkumar, Bryan Catanzaro


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A Field Guide to Federated Optimization


Jul 14, 2021
Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Aguera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horvath, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecny, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtarik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu


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