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Towards a unified nonlocal, peridynamics framework for the coarse-graining of molecular dynamics data with fractures


Jan 11, 2023
Huaiqian You, Xiao Xu, Yue Yu, Stewart Silling, Marta D'Elia, John Foster

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Neighborhood-Regularized Self-Training for Learning with Few Labels


Jan 10, 2023
Ran Xu, Yue Yu, Hejie Cui, Xuan Kan, Yanqiao Zhu, Joyce Ho, Chao Zhang, Carl Yang

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* Accepted to AAAI 2023 

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INO: Invariant Neural Operators for Learning Complex Physical Systems with Momentum Conservation


Dec 29, 2022
Ning Liu, Yue Yu, Huaiqian You, Neeraj Tatikola

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EDoG: Adversarial Edge Detection For Graph Neural Networks


Dec 27, 2022
Xiaojun Xu, Yue Yu, Hanzhang Wang, Alok Lal, Carl A. Gunter, Bo Li

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* Accepted by IEEE Conference on Secure and Trustworthy Machine Learning 2023 

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Transferability Estimation Based On Principal Gradient Expectation


Nov 30, 2022
Huiyan Qi, Lechao Cheng, Jingjing Chen, Yue Yu, Zunlei Feng, Yu-Gang Jiang

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* 13 pages, 3 figures, 9 tables 

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Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind


Nov 09, 2022
Mo Yu, Yisi Sang, Kangsheng Pu, Zekai Wei, Han Wang, Jing Li, Yue Yu, Jie Zhou

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Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks


Nov 01, 2022
Yue Yu, Xuan Kan, Hejie Cui, Ran Xu, Yujia Zheng, Xiangchen Song, Yanqiao Zhu, Kun Zhang, Razieh Nabi, Ying Guo, Chao Zhang, Carl Yang

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* Work in progress 

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Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives


Oct 31, 2022
Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao

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* Accepted to EMNLP 2022 main conference 

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COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning


Oct 27, 2022
Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk

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* EMNLP 2022 
* EMNLP 2022 Main Conference (Code and Model can be found at https://github.com/OpenMatch/COCO-DR

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ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select


Oct 26, 2022
Yuchen Zhuang, Yinghao Li, Jerry Junyang Cheung, Yue Yu, Yingjun Mou, Xiang Chen, Le Song, Chao Zhang

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* Accepted to EMNLP 2022 

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