Hongxu Yin

QeRL: Beyond Efficiency - Quantization-enhanced Reinforcement Learning for LLMs

3D Aware Region Prompted Vision Language Model

DLER: Doing Length pEnalty Right — Incentivizing More Intelligence per Token via Reinforcement Learning

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM

Compact GSPN: Scaling Spatial Propagation to Vision Foundation Models

FoundationMotion: Auto-labeling and Reasoning about Spatial Movement in Videos

EgoVLA: Learning Vision-Language-Action Models from Egocentric Human Videos

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

GSPN-2: Efficient Parallel Sequence Modeling

Scaling RL to Long Videos

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing

VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation

NaVILA: Legged Robot Vision-Language-Action Model for Navigation

ZoomVLM: A Tuning-Free Framework for Efficient Video Understanding via Adaptive Zooming in Vision-Language Models

X-VILA: Cross-Modality Alignment for Large Language Models

VILA^2: VLM Augmented VLM with Self-Improvement

UNAST: Unified framework for Neural Architecture Search for Transformers