Xitong Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 31

Top Topics

Spatio Temporally

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Johnson
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness. CoRR (2024)
Avrajit Ghosh, Xitong Zhang, Kenneth K. Sun, Qing Qu, Saiprasad Ravishankar, Rongrong Wang
Optimal Eye Surgeon: Finding Image Priors through Sparse Generators at Initialization. CoRR (2024)
Xitong Zhang, Ismail R. Alkhouri, Rongrong Wang
Structure-Preserving Network Compression Via Low-Rank Induced Training Through Linear Layers Composition. CoRR (2024)
Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Johnson
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness. ACL (Findings) (2024)
Holly R. Steach, Siddharth Viswanath, Yixuan He, Xitong Zhang, Natalia Ivanova, Matthew J. Hirn, Michael Perlmutter, Smita Krishnaswamy
Inferring Metabolic States from Single Cell Transcriptomic Data via Geometric Deep Learning. RECOMB (2024)
Yucai Xie, Haotian Shi, Yiwen Zheng, Yuwei Zhang, Hongpeng Zhang, Yuqing Sun, Xitong Zhang, Shuyao Zhang
An Asymmetric Micro-Three-Coil Sensor Enabling Non-Ferrous Metals Distinguishment. IEEE Trans. Instrum. Meas. 72 (2023)
Yixuan He, Xitong Zhang, Junjie Huang, Benedek Rozemberczki, Mihai Cucuringu, Gesine Reinert
PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs. LoG (2023)
Zhichao Hou, Xitong Zhang, Wei Wang, Charu C. Aggarwal, Xiaorui Liu
Can Directed Graph Neural Networks be Adversarially Robust? CoRR (2023)
Xitong Zhang, Avrajit Ghosh, Guangliang Liu, Rongrong Wang
Auto-tune: PAC-Bayes Optimization over Prior and Posterior for Neural Networks. CoRR (2023)
Avrajit Ghosh, He Lyu, Xitong Zhang, Rongrong Wang
Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent. ICLR (2023)
Avrajit Ghosh, He Lyu, Xitong Zhang, Rongrong Wang
Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent. CoRR (2023)
Guangliang Liu, Zhiyu Xue, Xitong Zhang, Kristen Marie Johnson, Rongrong Wang
PAC-tuning: Fine-tuning Pretrained Language Models with PAC-driven Perturbed Gradient Descent. CoRR (2023)
Guangliang Liu, Zhiyu Xue, Xitong Zhang, Kristen Marie Johnson, Rongrong Wang
PAC-tuning: Fine-tuning Pre-trained Language Models with PAC-driven Perturbed Gradient Descent. EMNLP (2023)
Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. ICLR (2022)
Chengyuan Deng, Shihang Feng, Hanchen Wang, Xitong Zhang, Peng Jin, Yinan Feng, Qili Zeng, Yinpeng Chen, Youzuo Lin
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion. NeurIPS (2022)
Shihang Feng, Peng Jin, Yinpeng Chen, Xitong Zhang, Zicheng Liu, Youzuo Lin
Exploring Multi-physics with Extremely Weak Supervision. CoRR (2022)
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin
Storage With Spatio-Temporal CNNs. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yanhua Liu, Xitong Zhang, Ilya Tsvankin, Youzuo Lin
Enhanced prediction accuracy with uncertainty quantification in monitoring CO2 sequestration using convolutional neural networks. CoRR (2022)
Yuxin Yang, Xitong Zhang, Qiang Guan, Youzuo Lin
Making Invisible Visible: Data-Driven Seismic Inversion With Spatio-Temporally Constrained Data Augmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yixuan He, Xitong Zhang, Junjie Huang, Mihai Cucuringu, Gesine Reinert
PyTorch Geometric Signed Directed: A Survey and Software on Graph Neural Networks for Signed and Directed Graphs. CoRR (2022)
Xitong Zhang, Nathan Brugnone, Michael Perlmutter, Matthew J. Hirn
MagNet: A Magnetic Neural Network for Directed Graphs. CoRR (2021)
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin
Storage with Spatio-temporal CNNs. CoRR (2021)
Chengyuan Deng, Yinan Feng, Shihang Feng, Peng Jin, Xitong Zhang, Qili Zeng, Youzuo Lin
OpenFWI: Benchmark Seismic Datasets for Machine Learning-Based Full Waveform Inversion. CoRR (2021)
Xitong Zhang, Yixuan He, Nathan Brugnone, Michael Perlmutter, Matthew J. Hirn
MagNet: A Neural Network for Directed Graphs. NeurIPS (2021)
Yuxin Yang, Xitong Zhang, Qiang Guan, Youzuo Lin
Making Invisible Visible: Data-Driven Seismic Inversion with Physics-Informed Data Augmentation. CoRR (2021)
Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. CoRR (2021)
Yuxin Yang, Ben Gremillion, Xitong Zhang, Youzuo Lin, Brendt Wohlberg, Qiang Guan
How Good Is Your Scientific Data Generative Model? MLHPC/AI4S@SC (2020)
Xitong Zhang, He Zhu, Jiayu Zhou
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract). AAAI (2020)
Xitong Zhang, He Zhu, Jiayu Zhou
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms. AAAI (2020)
Xitong Zhang, Liyang Xie, Zheng Wang, Jiayu Zhou
Boosted Trajectory Calibration for Traffic State Estimation. ICDM (2019)
Xitong Zhang, Huiyun Liu, Yongqiang Li, Zhenzhen Wu, Jie Mao, Yangyang Liu
Streetlamp extraction and identification from mobile LiDAR point cloud scenes. IGARSS (2016)
Wei Chen, Xitong Zhang, Jordan Brooker, Hao Lin, Liqing Zhang, Kuo-Chen Chou
PseKNC-General: a cross-platform package for generating various modes of pseudo nucleotide compositions. Bioinform. 31 (1) (2015)