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Publications by 'Jiahao Su'

Publications

Viewing Publication 1 - 9 from 9

2022

Tuformer: Data-driven Design of Transformers for Improved Generalization or EfficiencyXiaoyu Liu, Jiahao Su, Furong Huang. iclr 2022: [doi]

Spectral Methods for Neural Network DesignsJiahao Su. PhD thesis, University of Maryland, College Park, MD, USA, 2022. [doi]

Scaling-up Diverse Orthogonal Convolutional Networks by a Paraunitary FrameworkJiahao Su, Wonmin Byeon, Furong Huang. icml 2022: 20546-20579 [doi]

Compact Neural Architecture Designs by Tensor RepresentationsJiahao Su, Jingling Li, Xiaoyu Liu, Teresa M. Ranadive, Christopher J. Coley, Tai-Ching Tuan, Furong Huang. frai, 5:728761, 2022. [doi]

Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided ApproachKaiwen Yang, Yanchao Sun, Jiahao Su, Fengxiang He, Xinmei Tian, Furong Huang, Tianyi Zhou, Dacheng Tao. nips 2022: [doi]

2020

Understanding Generalization in Deep Learning via Tensor MethodsJingling Li, Yanchao Sun, Jiahao Su, Taiji Suzuki, Furong Huang. aistats 2020: 504-515 [doi]

Sampling-Free Learning of Bayesian Quantized Neural NetworksJiahao Su, Milan Cvitkovic, Furong Huang. iclr 2020: [doi]

ARMA Nets: Expanding Receptive Field for Dense PredictionJiahao Su, Shiqi Wang 0003, Furong Huang. nips 2020: [doi]

Convolutional Tensor-Train LSTM for Spatio-Temporal LearningJiahao Su, Wonmin Byeon, Jean Kossaifi, Furong Huang, Jan Kautz, Anima Anandkumar. nips 2020: [doi]

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