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DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection


Nov 21, 2022
Xuan Zhang, Shiyu Li, Xi Li, Ping Huang, Jiulong Shan, Ting Chen


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VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe Inspection


Oct 20, 2022
Yi Liu, Xuan Zhang, Ying Li, Guixin Liang, Yabing Jiang, Lixia Qiu, Haiping Tang, Fei Xie, Wei Yao, Yi Dai, Yu Qiao, Yali Wang

* VideoPipe Challenge @ ICPR2022. Homepage: https://videopipe.github.io/ 

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Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems


Jun 15, 2022
Cong Fu, Xuan Zhang, Huixin Zhang, Hongyi Ling, Shenglong Xu, Shuiwang Ji


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Domain Knowledge-Infused Deep Learning for Automated Analog/Radio-Frequency Circuit Parameter Optimization


Apr 27, 2022
Weidong Cao, Mouhacine Benosman, Xuan Zhang, Rui Ma

* 7 pages, 7 figures. arXiv admin note: substantial text overlap with arXiv:2202.13185 

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Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning


Feb 26, 2022
Weidong Cao, Mouhacine Benosman, Xuan Zhang, Rui Ma

* 8 pages, 5 figures, 2 tables, Thirty-Sixth AAAI Conference on Artificial Intelligence, The 1st Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE) 

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Neural-PIM: Efficient Processing-In-Memory with Neural Approximation of Peripherals


Jan 30, 2022
Weidong Cao, Yilong Zhao, Adith Boloor, Yinhe Han, Xuan Zhang, Li Jiang

* IEEE Transactions on Computers, 2021 
* 14 pages, 13 figures, Published in IEEE Transactions on Computers 

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A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction


Jan 08, 2022
Haizhou Liu, Xuan Zhang, Xinwei Shen, Hongbin Sun

* 10 pages, 11 figures, 2 tables and 3 frameworks 

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Fairness-aware Online Price Discrimination with Nonparametric Demand Models


Nov 16, 2021
Xi Chen, Xuan Zhang, Yuan Zhou

* 33pages, 6 figures 

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A Sequence to Sequence Model for Extracting Multiple Product Name Entities from Dialog


Oct 28, 2021
Praneeth Gubbala, Xuan Zhang

* WeCNLP 2021 camera-ready 

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Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs


Sep 30, 2021
Zhao Xu, Youzhi Luo, Xuan Zhang, Xinyi Xu, Yaochen Xie, Meng Liu, Kaleb Dickerson, Cheng Deng, Maho Nakata, Shuiwang Ji


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