Zhang, Xitong

11 publications

TMLR 2024 Improving Generalization of Complex Models Under Unbounded Loss Using PAC-Bayes Bounds Xitong Zhang, Avrajit Ghosh, Guangliang Liu, Rongrong Wang

ICML 2024 Optimal Eye Surgeon: Finding Image Priors Through Sparse Generators at Initialization Avrajit Ghosh, Xitong Zhang, Kenneth K. Sun, Qing Qu, Saiprasad Ravishankar, Rongrong Wang

TMLR 2024 Structure-Preserving Network Compression via Low-Rank Induced Training Through Linear Layers Composition Ismail Alkhouri, Xitong Zhang, Rongrong Wang

ICLR 2023 Implicit Regularization in Heavy-Ball Momentum Accelerated Stochastic Gradient Descent Avrajit Ghosh, He Lyu, Xitong Zhang, Rongrong Wang

LoG 2023 PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs Yixuan He, Xitong Zhang, Junjie Huang, Benedek Rozemberczki, Mihai Cucuringu, Gesine Reinert

NeurIPS 2022 OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Full Waveform Inversion Chengyuan Deng, Shihang Feng, Hanchen Wang, Xitong Zhang, Peng Jin, Yinan Feng, Qili Zeng, Yinpeng Chen, Youzuo Lin

ICLR 2022 Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon X Huang, Zicheng Liu, Youzuo Lin

ICMLW 2022 Weakly Supervised Inversion of Multi-Physics Data for Geophysical Properties Shihang Feng, Peng Jin, Yinpeng Chen, Xitong Zhang, Zicheng Liu, David Alumbaugh, Michael Commer, Youzuo Lin

NeurIPS 2021 MagNet: A Neural Network for Directed Graphs Xitong Zhang, Yixuan He, Nathan Brugnone, Michael Perlmutter, Matthew Hirn

AAAI 2020 Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms Xitong Zhang, He Zhu, Jiayu Zhou

AAAI 2020 Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract) Xitong Zhang, He Zhu, Jiayu Zhou