Weiyang Liu

Orcid: 0000-0002-8234-3263

According to our database1, Weiyang Liu authored at least 92 papers between 2013 and 2024.

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Bibliography

2024
Iterative Graph Self-Distillation.
IEEE Trans. Knowl. Data Eng., March, 2024

A Compact Representation for Bayesian Neural Networks By Removing Permutation Symmetry.
CoRR, 2024

2023
Data-Efficient Learning via Minimizing Hyperspherical Energy.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Characterizing Soil Profile Salinization in Cotton Fields Using Landsat 8 Time-Series Data in Southern Xinjiang, China.
Sensors, August, 2023

Continual Learning by Modeling Intra-Class Variation.
Trans. Mach. Learn. Res., 2023

SphereFace Revived: Unifying Hyperspherical Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs.
CoRR, 2023

Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization.
CoRR, 2023

Ghost on the Shell: An Expressive Representation of General 3D Shapes.
CoRR, 2023

MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.
CoRR, 2023

Learning Disentangled Avatars with Hybrid 3D Representations.
CoRR, 2023

Human-in-the-Loop Mixup.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Nonparametric Teaching for Multiple Learners.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Controlling Text-to-Image Diffusion by Orthogonal Finetuning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Physics-Based Decoding Improves Magnetic Resonance Fingerprinting.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Nonparametric Iterative Machine Teaching.
Proceedings of the International Conference on Machine Learning, 2023

Generalizing and Decoupling Neural Collapse via Hyperspherical Uniformity Gap.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

MeshDiffusion: Score-based Generative 3D Mesh Modeling.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Pairwise Similarity Learning is SimPLE.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

One-shot Implicit Animatable Avatars with Model-based Priors.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Iterative Teaching by Data Hallucination.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Mapping the Levels of Soil Salination and Alkalization by Integrating Machining Learning Methods and Soil-Forming Factors.
Remote. Sens., 2022

Author Correction: Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.
Nat. Mach. Intell., 2022

Web-based Elicitation of Human Perception on mixup Data.
CoRR, 2022

SphereFace2: Binary Classification is All You Need for Deep Face Recognition.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Pre-training Molecular Graph Representation with 3D Geometry.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Structural Causal 3D Reconstruction.
Proceedings of the Computer Vision - ECCV 2022, 2022

Towards Principled Disentanglement for Domain Generalization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Provable Lifelong Learning of Representations.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Soil Salinity Mapping Using Machine Learning Algorithms with the Sentinel-2 MSI in Arid Areas, China.
Remote. Sens., 2021

Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.
Nat. Mach. Intell., 2021

Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence.
CoRR, 2021

Locality Sensitive Teaching.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Iterative Teaching by Label Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Self-Supervised 3D Face Reconstruction via Conditional Estimation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Orthogonal Over-Parameterized Training.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning with Hyperspherical Uniformity.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
Field-Scale Characterization of Spatio-Temporal Variability of Soil Salinity in Three Dimensions.
Remote. Sens., 2020

Orthogonal Over-Parameterized Training.
CoRR, 2020

L2 Disturbance Suppression Controller Design for Multiple Time Delays Offshore Wind Turbines.
IEEE Access, 2020

Angular Visual Hardness.
Proceedings of the 37th International Conference on Machine Learning, 2020

Regularizing Neural Networks via Minimizing Hyperspherical Energy.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Compressive Hyperspherical Energy Minimization.
CoRR, 2019

Meta Architecture Search.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Neural Similarity Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Disjoint Mapping Network for Cross-modal Matching of Voices and Faces.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Additive Margin Softmax for Face Verification.
IEEE Signal Process. Lett., 2018

Bayesian Meta-network Architecture Learning.
CoRR, 2018

Learning towards Minimum Hyperspherical Energy.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Coupled Variational Bayes via Optimization Embedding.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Towards Black-box Iterative Machine Teaching.
Proceedings of the 35th International Conference on Machine Learning, 2018

Additive Margin Softmax for Face Verification.
Proceedings of the 6th International Conference on Learning Representations, 2018

Simultaneous Edge Alignment and Learning.
Proceedings of the Computer Vision - ECCV 2018, 2018

Iterative Learning With Open-Set Noisy Labels.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Decoupled Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Joint regularized nearest points for image set based face recognition.
Image Vis. Comput., 2017

Deep Hyperspherical Learning.
CoRR, 2017

Towards Black-box Iterative Machine Teaching.
CoRR, 2017

Iterative Machine Teaching.
CoRR, 2017

Deep Hyperspherical Learning.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Iterative Machine Teaching.
Proceedings of the 34th International Conference on Machine Learning, 2017

SphereFace: Deep Hypersphere Embedding for Face Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Structured occlusion coding for robust face recognition.
Neurocomputing, 2016

Large-Margin Softmax Loss for Convolutional Neural Networks.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Jointly Learning Non-negative Projection and Dictionary with Discriminative Graph Constraints for Classification.
Proceedings of the British Machine Vision Conference 2016, 2016

On Order-Constrained Transitive Distance Clustering.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Analysis-Synthesis Dictionary Learning for Universality-Particularity Representation Based Classification.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
KCRC-LCD: Discriminative kernel collaborative representation with locality constrained dictionary for visual categorization.
Pattern Recognit., 2015

Bit-Express: A Loss Tolerant Network Transmission via Network Coding.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015

Towards High-Performance Load-Balance Multicast Switch via Erasure Codes.
IEICE Trans. Commun., 2015

Misalignment-robust Face Recognition via Efficient Locality-constrained Representation.
CoRR, 2015

Jointly Learning Non-negative Projection and Dictionary with Discriminative Graph Constraints for Classification.
CoRR, 2015

Robust Elastic Net Regression.
CoRR, 2015

Generalized Transitive Distance with Minimum Spanning Random Forest.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Joint kernel dictionary and classifier learning for sparse coding via locality preserving K-SVD.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Multi-kernel collaborative representation for image classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Towards minimizing the within-packet redundancy in wireless network coding.
Proceedings of the IEEE International Conference on Communication, 2015

LB-MSNC: A load-balanced multicast switching fabric with network coding.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

MDC-Ca: Efficient Caching Management Strategy for CCN Using Multiple Description Coding.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Joint regularized nearest points for image set based face recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014
The Wire-Speed Multicast Switch Fabric Based on Distributive Lattice.
IEICE Trans. Commun., 2014

A 2.4 GHz low power CMOS transceiver for LR-WPAN applications.
Sci. China Inf. Sci., 2014

Prologue: Unified Polymorphic Routing Towards Flexible Architecture of Reconfigurable Infrastructure.
Proceedings of the Testbeds and Research Infrastructure: Development of Networks and Communities, 2014

Optimization-Based Atomic Capability Routing Model for Flexible Architecture of Reconfigurable Infrastructure.
Proceedings of the Testbeds and Research Infrastructure: Development of Networks and Communities, 2014

Semi-Centralized Name Routing Mechanism for Reconfigurable Network.
Proceedings of the Testbeds and Research Infrastructure: Development of Networks and Communities, 2014

Dictionary construction for sparse representation classification: A novel cluster-based approach.
Proceedings of the IEEE Symposium on Computers and Communications, 2014

A novel kernel collaborative representation approach for image classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A kernel-based l2 norm regularized least square algorithm for vehicle logo recognition.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

On the optimal routing for Reconfigurable Network Architecture.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014

Work in progress: On the knapsack-based resource allocation for reconfigurable network architecture.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014

2013
A Low Power 2.4 GHz RF Transceiver for ZigBee Applications.
J. Circuits Syst. Comput., 2013

A 2.4 GHz energy-efficient 18-Mbps FSK transmitter in 0.18 μm CMOS.
Proceedings of the IEEE 2013 Custom Integrated Circuits Conference, 2013


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