Yu Yang

Affiliations

University of California - Los Angeles

papers

349

total citations

papers (17)

Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving

AAAI 2025arXiv

citations

Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack

NEURIPS 2022arXiv

citations

Sieve: Multimodal Dataset Pruning using Image Captioning Models

CVPR 2024arXiv

citations

Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention

CVPR 2022arXiv

citations

Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality

ICLR 2024arXiv

citations

Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures

ICLR 2025arXiv

citations

Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations

AAAI 2024arXiv

citations

Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings

ICML 2024arXiv

citations

Sequence-to-Set Generative Models

NEURIPS 2022arXiv

citations

FairTP: A Prolonged Fairness Framework for Traffic Prediction

AAAI 2025arXiv

citations

Distilling Representations from GAN Generator via Squeeze and Span

NEURIPS 2022arXiv

citations

Mixture of Knowledge Minigraph Agents for Literature Review Generation

AAAI 2025arXiv

citations

MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy

NEURIPS 2023

citations

BSO: Binary Spiking Online Optimization Algorithm

ICML 2025arXiv

citations

Yu Yang

Affiliations

papers (17)

VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents

CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning

Robust Learning with Progressive Data Expansion Against Spurious Correlation

Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving

Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack

Sieve: Multimodal Dataset Pruning using Image Captioning Models

Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention

Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality

Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures

Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations

Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings

Sequence-to-Set Generative Models

FairTP: A Prolonged Fairness Framework for Traffic Prediction

Distilling Representations from GAN Generator via Squeeze and Span

Mixture of Knowledge Minigraph Agents for Literature Review Generation

MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy

BSO: Binary Spiking Online Optimization Algorithm

papers (17)

VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents

CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning

Robust Learning with Progressive Data Expansion Against Spurious Correlation

Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving

Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack

Sieve: Multimodal Dataset Pruning using Image Captioning Models

Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention

Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality

Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures

Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations

Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings

Sequence-to-Set Generative Models

FairTP: A Prolonged Fairness Framework for Traffic Prediction

Distilling Representations from GAN Generator via Squeeze and Span

Mixture of Knowledge Minigraph Agents for Literature Review Generation

MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy

BSO: Binary Spiking Online Optimization Algorithm