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Generalizable Memory-driven Transformer for Multivariate Long Sequence Time-series Forecasting


Jul 16, 2022
Mingjie Li, Xiaoyun Zhao, Rui Liu, Changlin Li, Xiaohan Wang, Xiaojun Chang

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* Tech report 

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Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition


Jun 13, 2022
Mingjie Li, Zeyan Li, Kanglin Yin, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei

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* Accepted at KDD 2022 Applied Data Science Track 

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Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation


Jun 04, 2022
Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang

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* CVPR 2022 (Poster) 

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SymNMF-Net for The Symmetric NMF Problem


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

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Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs


May 04, 2022
Jie Ren, Mingjie Li, Meng Zhou, Shih-Han Chan, Quanshi Zhang

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Towards Axiomatic, Hierarchical, and Symbolic Explanation for Deep Models


Nov 30, 2021
Jie Ren, Mingjie Li, Qirui Chen, Huiqi Deng, Quanshi Zhang

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Visualizing the Emergence of Intermediate Visual Patterns in DNNs


Nov 05, 2021
Mingjie Li, Shaobo Wang, Quanshi Zhang

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Pareto Adversarial Robustness: Balancing Spatial Robustness and Sensitivity-based Robustness


Nov 03, 2021
Ke Sun, Mingjie Li, Zhouchen Lin

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Generating Watermarked Adversarial Texts


Oct 25, 2021
Mingjie Li, Hanzhou Wu, Xinpeng Zhang

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* https://scholar.google.com/citations?user=IdiF7M0AAAAJ&hl=en 

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