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ROD: Reception-aware Online Distillation for Sparse Graphs


Jul 25, 2021
Wentao Zhang, Yuezihan Jiang, Yang Li, Zeang Sheng, Yu Shen, Xupeng Miao, Liang Wang, Zhi Yang, Bin Cui

* Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-2021) 

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Extracting Governing Laws from Sample Path Data of Non-Gaussian Stochastic Dynamical Systems


Jul 21, 2021
Yang Li, Jinqiao Duan

* arXiv admin note: substantial text overlap with arXiv:2005.03769 

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VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition


Jul 20, 2021
Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Bolin Ding, Yaliang Li, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui

* 47th International Conference on Very Large Data Bases, VLDB 2021, PVLDB Volume 14, Issue 11 

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Markov Blanket Discovery using Minimum Message Length


Jul 16, 2021
Yang Li, Kevin B Korb, Lloyd Allison


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Coordinating Flexible Demand Response and Renewable Uncertainties for Scheduling of Community Integrated Energy Systems with an Electric Vehicle Charging Station: A Bi-level Approach


Jul 16, 2021
Yang Li, Meng Han, Zhen Yang, Guoqing Li

* Acccpted by IEEE Transactions on Sustainable Energy 

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Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach


Jul 16, 2021
Yang Li, Jiazheng Li, Yi Wang

* Accepted by IEEE Transactions on Industrial Informatics 

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Dynamic State Estimation for Integrated Natural Gas and Electric Power Systems


Jul 13, 2021
Liang Chen, Xinxin Hui, Songlin Gu, Manyun Huang, Yang Li

* Accepted by 2021 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia) 

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Towards Robust Active Feature Acquisition


Jul 09, 2021
Yang Li, Siyuan Shan, Qin Liu, Junier B. Oliva


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Attribute-aware Explainable Complementary Clothing Recommendation


Jul 04, 2021
Yang Li, Tong Chen, Zi Huang


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Virtual synchronous generator of PV generation without energy storage for frequency support in autonomous microgrid


Jul 04, 2021
Cheng Zhong, Huayi Li, Yang Zhou, Yueming Lv, Jikai Chen, Yang Li

* Accepted by International Journal of Electrical Power and Energy Systems 

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Dep-$L_0$: Improving $L_0$-based Network Sparsification via Dependency Modeling


Jun 30, 2021
Yang Li, Shihao Ji

* Published as a conference paper at ECML 2021 

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Context-Aware Attention-Based Data Augmentation for POI Recommendation


Jun 30, 2021
Yang Li, Yadan Luo, Zheng Zhang, Shazia W. Sadiq, Peng Cui

* 35th IEEE International Conference on Data Engineering Workshops, ICDE Workshops 2019, Macao, China, April 8-12, 2019 

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Practical Transferability Estimation for Image Classification Tasks


Jun 30, 2021
Yang Tan, Yang Li, Shao-Lun Huang

* 12 pages 

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Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation


Jun 30, 2021
Yang Li, Tong Chen, Hongzhi Yin, Zi Huang


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Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding


Jun 23, 2021
Yang Li, Si Si, Gang Li, Cho-Jui Hsieh, Samy Bengio


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Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image


Jun 23, 2021
Zeyu Gao, Bangyang Hong, Xianli Zhang, Yang Li, Chang Jia, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li

* Accepted by MICCAI 2021 

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Graph Routing between Capsules


Jun 22, 2021
Yang Li, Wei Zhao, Erik Cambria, Suhang Wang, Steffen Eger

* Neural Network 2021 

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Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network


Jun 20, 2021
Zeyu Gao, Jiangbo Shi, Xianli Zhang, Yang Li, Haichuan Zhang, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li

* Accepted by MICCAI 2021 

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OpenBox: A Generalized Black-box Optimization Service


Jun 06, 2021
Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui

* Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD-2021) 

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Rethinking Training from Scratch for Object Detection


Jun 06, 2021
Yang Li, Hong Zhang, Yu Zhang

* tech reports 

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Learnable Fourier Features for Multi-DimensionalSpatial Positional Encoding


Jun 05, 2021
Yang Li, Si Si, Gang Li, Cho-Jui Hsieh, Samy Bengio


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IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse


Jun 01, 2021
Liangliang Shi, Yang Li, Junchi Yan


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BackEISNN: A Deep Spiking Neural Network with Adaptive Self-Feedback and Balanced Excitatory-Inhibitory Neurons


May 27, 2021
Dongcheng Zhao, Yi Zeng, Yang Li


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BSNN: Towards Faster and Better Conversion of Artificial Neural Networks to Spiking Neural Networks with Bistable Neurons


May 27, 2021
Yang Li, Yi Zeng, Dongcheng Zhao


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Enhance Multimodal Model Performance with Data Augmentation: Facebook Hateful Meme Challenge Solution


May 25, 2021
Yang Li, Zinc Zhang, Hutchin Huang

* Our code is available at: https://github.gatech.edu/yli3297/hateful_challenge 

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RtFPS: An Interactive Map that Visualizes and Predicts Wildfires in the US


May 23, 2021
Yang Li, Hermawan Mulyono, Ying Chen, Zhiyin Lu, Desmond Chan

* Source code: https://github.gatech.edu/yli3297/RtFPS-A-Interactive- Map-that-Visualize-and-Predict-Wildfires-in-US 

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NTIRE 2021 Challenge on Perceptual Image Quality Assessment


May 11, 2021
Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte, Manri Cheon, Sungjun Yoon, Byungyeon Kang, Junwoo Lee, Qing Zhang, Haiyang Guo, Yi Bin, Yuqing Hou, Hengliang Luo, Jingyu Guo, Zirui Wang, Hai Wang, Wenming Yang, Qingyan Bai, Shuwei Shi, Weihao Xia, Mingdeng Cao, Jiahao Wang, Yifan Chen, Yujiu Yang, Yang Li, Tao Zhang, Longtao Feng, Yiting Liao, Junlin Li, William Thong, Jose Costa Pereira, Ales Leonardis, Steven McDonagh, Kele Xu, Lehan Yang, Hengxing Cai, Pengfei Sun, Seyed Mehdi Ayyoubzadeh, Ali Royat, Sid Ahmed Fezza, Dounia Hammou, Wassim Hamidouche, Sewoong Ahn, Gwangjin Yoon, Koki Tsubota, Hiroaki Akutsu, Kiyoharu Aizawa


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