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Adversarial Unlearning of Backdoors via Implicit Hypergradient


Oct 14, 2021
Yi Zeng, Si Chen, Won Park, Z. Morley Mao, Ming Jin, Ruoxi Jia

* 9 pages main text, 3 pages references, 12 pages appendix, 5 figures 

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Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems


Sep 08, 2021
Fangda Gu, He Yin, Laurent El Ghaoui, Murat Arcak, Peter Seiler, Ming Jin


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Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection


Aug 23, 2021
Yu Zheng, Ming Jin, Yixin Liu, Lianhua Chi, Khoa T. Phan, Yi-Ping Phoebe Chen

* 14 pages, 5 figures 

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MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition


Jul 16, 2021
Hao Chen, Ming Jin, Zhunan Li, Cunhang Fan, Jinpeng Li, Huiguang He

* 10 pages, 8 figures 

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A Unified Framework for Task-Driven Data Quality Management


Jun 10, 2021
Tianhao Wang, Yi Zeng, Ming Jin, Ruoxi Jia


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Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning


May 12, 2021
Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan

* 7 pages, 5 figures, 3 tables. Accepted by the 30th International Joint Conference on Artificial Intelligence (IJCAI-21) 

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Controlling Smart Inverters using Proxies: A Chance-Constrained DNN-based Approach


May 02, 2021
Sarthak Gupta, Vassilis Kekatos, Ming Jin

* Submitted to IEEE Transactions on Smart Grid 

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Graph Self-Supervised Learning: A Survey


Feb 27, 2021
Yixin Liu, Shirui Pan, Ming Jin, Chuan Zhou, Feng Xia, Philip S. Yu

* 8 pages, 2 figures, has been submitted to IJCAI 2021 Survey Track 

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Unitary Approximate Message Passing for Sparse Bayesian Learning


Jan 25, 2021
Man Luo, Qinghua Guo, Ming Jin, Yonina C. Eldar, Defeng, Huang, Xiangming Meng


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Power up! Robust Graph Convolutional Network against Evasion Attacks based on Graph Powering


May 24, 2019
Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi


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Stability-certified reinforcement learning: A control-theoretic perspective


Oct 26, 2018
Ming Jin, Javad Lavaei


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Inverse Reinforcement Learning via Deep Gaussian Process


May 04, 2017
Ming Jin, Andreas Damianou, Pieter Abbeel, Costas Spanos


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Environmental Sensing by Wearable Device for Indoor Activity and Location Estimation


Jun 22, 2014
Ming Jin, Han Zou, Kevin Weekly, Ruoxi Jia, Alexandre M. Bayen, Costas J. Spanos

* submitted to the 40th Annual Conference of the IEEE Industrial Electronics Society (IECON) 

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