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Rethinking Knowledge Graph Evaluation Under the Open-World Assumption


Sep 19, 2022
Haotong Yang, Zhouchen Lin, Muhan Zhang

* Accepted at NeurIPS 2022 

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Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models


Sep 01, 2022
Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan


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PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs


Aug 07, 2022
Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin

* accepted by ICML2022 

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Optimization-Induced Graph Implicit Nonlinear Diffusion


Jun 29, 2022
Qi Chen, Yifei Wang, Yisen Wang, Jiansheng Yang, Zhouchen Lin

* 14 pages, 3 figures. Accepted by ICML 2022. Our code is available at https://github.com/7qchen/GIND 

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Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link Prediction


Jun 20, 2022
Yang Hu, Xiyuan Wang, Zhouchen Lin, Pan Li, Muhan Zhang


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Global Convergence of Over-parameterized Deep Equilibrium Models


May 27, 2022
Zenan Ling, Xingyu Xie, Qiuhao Wang, Zongpeng Zhang, Zhouchen Lin


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SymNMF-Net for The Symmetric NMF Problem


May 26, 2022
Mingjie Li, Hao Kong, Zhouchen Lin


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Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation


May 01, 2022
Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo

* Accepted by CVPR 2022 

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A Roadmap for Big Model


Apr 02, 2022
Sha Yuan, Hanyu Zhao, Shuai Zhao, Jiahong Leng, Yangxiao Liang, Xiaozhi Wang, Jifan Yu, Xin Lv, Zhou Shao, Jiaao He, Yankai Lin, Xu Han, Zhenghao Liu, Ning Ding, Yongming Rao, Yizhao Gao, Liang Zhang, Ming Ding, Cong Fang, Yisen Wang, Mingsheng Long, Jing Zhang, Yinpeng Dong, Tianyu Pang, Peng Cui, Lingxiao Huang, Zheng Liang, Huawei Shen, Hui Zhang, Quanshi Zhang, Qingxiu Dong, Zhixing Tan, Mingxuan Wang, Shuo Wang, Long Zhou, Haoran Li, Junwei Bao, Yingwei Pan, Weinan Zhang, Zhou Yu, Rui Yan, Chence Shi, Minghao Xu, Zuobai Zhang, Guoqiang Wang, Xiang Pan, Mengjie Li, Xiaoyu Chu, Zijun Yao, Fangwei Zhu, Shulin Cao, Weicheng Xue, Zixuan Ma, Zhengyan Zhang, Shengding Hu, Yujia Qin, Chaojun Xiao, Zheni Zeng, Ganqu Cui, Weize Chen, Weilin Zhao, Yuan Yao, Peng Li, Wenzhao Zheng, Wenliang Zhao, Ziyi Wang, Borui Zhang, Nanyi Fei, Anwen Hu, Zenan Ling, Haoyang Li, Boxi Cao, Xianpei Han, Weidong Zhan, Baobao Chang, Hao Sun, Jiawen Deng, Chujie Zheng, Juanzi Li, Lei Hou, Xigang Cao, Jidong Zhai, Zhiyuan Liu, Maosong Sun, Jiwen Lu, Zhiwu Lu, Qin Jin, Ruihua Song, Ji-Rong Wen, Zhouchen Lin, Liwei Wang, Hang Su, Jun Zhu, Zhifang Sui, Jiajun Zhang, Yang Liu, Xiaodong He, Minlie Huang, Jian Tang, Jie Tang

* arXiv admin note: text overlap with arXiv:2107.06499 by other authors 

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