Yizhe Zhu
24 papers · 2017–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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(8)
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Venues
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Research topics
Machine Learning
(20)
Learning Types Β· Machine Learning
(13)
Deep Learning
(11)
Core Methods
(9)
Models
(8)
Computer Vision
(6)
Mathematics & Optimization
(6)
Artificial Intelligence
(5)
Mathematics
(5)
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(4)
Generation
(4)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(4)
Optimization & Theory
(4)
Optimization
(3)
Keywords
zero-shot learning
(5)
generative adversarial network
(4)
self-supervised learning
(3)
generalization error
(2)
differential privacy
(2)
text description
(2)
tensor completion
(2)
sample complexity
(2)
synthetic data
(2)
spectral initialization
(2)
text-to-image generation
(2)
kernel ridge regression
(2)
diffusion model
(2)
style transfer
(1)
domain adaptation
(1)
variational inference
(1)
spectral clustering
(1)
neural tangent kernel
(1)
image generation
(1)
multimodal learning
(1)
Papers
Minimax optimal differentially private synthetic data for smooth queries
COLT 2026
Wedge Sampling: Efficient Tensor Completion with Nearly-Linear Sample Complexity
COLT 2026
Community detection with the Bethe-Hessian
COLT 2025
Hierarchical Equivariant Policy via Frame Transfer
ICML 2025
Non-convex matrix sensing: Breaking the quadratic rank barrier in the sample complexity Extended Abstract
COLT 2025
Universality of Kernel Random Matrices and Kernel Regression in the Quadratic Regime
JMLR 2025
A non-backtracking method for long matrix and tensor completion
COLT 2024
MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion
ICML 2024
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
ECCV 2024
Algorithmically Effective Differentially Private Synthetic Data
COLT 2023
Overparameterized Random Feature Regression with Nearly Orthogonal Data
AISTATS 2023
Shifted Diffusion for Text-to-Image Generation
CVPR 2023
Self-Supervised Sketch-to-Image Synthesis
AAAI 2021
TIME: Text and Image Mutual-Translation Adversarial Networks
AAAI 2021
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis
ICLR 2021
Federated Adversarial Domain Adaptation
ICLR 2020
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization
AAAI 2020
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation
CVPR 2020
AdaTransform: Adaptive Data Transformation
ICCV 2019
Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning
ICCV 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning
NeurIPS 2019
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts
CVPR 2018
A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras
ICCV 2017
Link the Head to the "Beak": Zero Shot Learning From Noisy Text Description at Part Precision
CVPR 2017