Senqiao Yang

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

arXiv 2026

MGM-Omni: Scaling Omni LLMs to Personalized Long-Horizon Speech

arXiv 2025

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning

arXiv 2025

Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma?

ICCV 2025

Mitigating Object Hallucinations via Sentence-Level Early Intervention

ICCV 2025

Logits-Based Finetuning

arXiv 2025

Omni-DPO: A Dual-Perspective Paradigm for Dynamic Preference Learning of LLMs

arXiv 2025

VisionZip: Longer is Better but Not Necessary in Vision Language Models

CVPR 2025 1

Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition

ICCV 2025

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

arXiv 2024

Unified Language-driven Zero-shot Domain Adaptation

CVPR 2024 1

ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation

arXiv 2023

Jiaya Jia

Zhuotao Tian

Bei Yu

Jingyao Li

Chengyao Wang

Yukang Chen

Bin Xia

Bohao Peng

Haokun Gui

Li Jiang