Tao Liu

Computer Science · Physical Sciences

8h-index316citations53works0.32yr avg
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Research Topics

Topic Modeling(6), Parallel Computing and Optimization Techniques(5), Adversarial Robustness in Machine Learning(5), Advanced Text Analysis Techniques(5), Advanced Computational Techniques and Applications(5)

Publications53 total

From Time-series Generation, Model Selection to Transfer Learning: A Comparative Review of Pixel-wise Approaches for Large-scale Crop Mapping
arXiv (Cornell University)·2025Open Access
DeltaGzip: Computing Biopolymer-Ligand Binding Affinity via Kolmogorov Complexity and Lossless Compression
2024· 1 citedOpen Access
An approach to point cloud and image fusion based on geometric features in water environment
IET conference proceedings.·2024
Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation
arXiv (Cornell University)·2023· 1 citedOpen Access
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation
arXiv (Cornell University)·2023· 1 citedOpen Access
Edge Deep Learning Model Protection via Neuron Authorization
arXiv (Cornell University)·2023Open Access
swParaFEM: a highly efficient parallel finite element solver on Sunway many-core architecture
The Journal of Supercomputing·2023
Use of Longitudinal Serum Analysis and Machine Learning to Develop a Classifier for Cancer Early Detection
Methods in molecular biology·2023
Tight Sandstone Image Augmentation for Image Identification Using Deep Learning
Computer Systems Science and Engineering·2023Open Access
A Spatio-Temporal Heterogeneity Data Accuracy Detection Method Fused by GCN and TCN
Computer Systems Science and Engineering·2023· 2 citedOpen Access
A Hybrid Two-Stage Teaching-Learning-Based Optimization Algorithm for Feature Selection in Bioinformatics
IEEE/ACM Transactions on Computational Biology and Bioinformatics·2022· 34 cited
MSDWild: Multi-modal Speaker Diarization Dataset in the Wild
Interspeech 2022·2022· 8 cited
Efficient Speech Enhancement with Neural Homomorphic Synthesis
Interspeech 2022·2022· 4 cited
A Novel Physical Layer Key Generation Method Based on WGAN-GP Adversarial Autoencoder
2022 4th International Conference on Communications, Information System and Computer Engineering (CISCE)·2022· 7 cited
Interpretable Optimization Training Strategy-Based DCNN and Its Application on CT Image Recognition
Mathematical Problems in Engineering·2022· 1 citedOpen Access
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability
arXiv (Cornell University)·2022· 5 citedOpen Access
A Survey of Event Relation Extraction
Lecture notes in electrical engineering·2022· 4 cited
Research on Progress of Blockchain Access Control
2021· 3 cited
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales
arXiv (Cornell University)·2021· 1 citedOpen Access
Video captioning based on multi-feature fusion with object awareness
2021
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Frequent Co-authors

Linkun Cai(4), Yu Song(4), Kunli Zhang(4), Haibo Lin(3), Tong Chen(3), Ling Shao(3), Wujie Wen(2), Yier Jin(2), John O’Brien(2), Shouqian Sun(2), Kai Yu(2), Lakshminarayanan Renganarayana(2), Huoding Li(2), Yueshu Zhao(2), Jingsong Yin(2), Chunsheng Li(2), Ruida Zhou(2), P. R. Kumar(2), Yan Kang(1), Haining Wang(1)