Tianyu Ding
Orcid: 0000-0001-8445-4330
According to our database1,
Tianyu Ding
authored at least 42 papers
between 2012 and 2024.
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Bibliography
2024
HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning.
CoRR, 2024
Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach.
CoRR, 2024
CoRR, 2024
S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing.
CoRR, 2024
CoRR, 2024
Re-examining Supervised Dimension Reduction for High-Dimensional Bayesian Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Knowl. Inf. Syst., January, 2023
OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Multilevel Feature Interaction Learning for Session-Based Recommendation via Graph Neural Networks.
Proceedings of the Web Engineering - 22nd International Conference, 2022
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features.
Proceedings of the International Conference on Machine Learning, 2022
Learning and Fusing Multiple User Interest Representations for Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
SAGCN: Towards Structure-Aware Deep Graph Convolutional Networks on Node Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Orthant Based Proximal Stochastic Gradient Method for 𝓁<sub>1</sub>-Regularized Optimization.
CoRR, 2020
Orthant Based Proximal Stochastic Gradient Method for ℓ <sub>1</sub>-Regularized Optimization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
2019
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 46th Computing in Cardiology, 2019
2017
An Analytical Method for Probabilistic Modeling of the Steady-State Behavior of Secondary Residential System.
IEEE Trans. Smart Grid, 2017
2012
A new framework of probabilistic production simulation of power systems with wind energy resources.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012