Lu Hou
- Papers
- 14
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Authored papers
14ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement
arXiv 2025
Unifying Multimodal Large Language Model Capabilities and Modalities via Model Merging
arXiv 2025
DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning
arXiv 2025
Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models
arXiv 2025
The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs
arXiv 2025
InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search
arXiv 2025
FlatQuant: Flatness Matters for LLM Quantization
arXiv 2024
TempCompass: Do Video LLMs Really Understand Videos?
arXiv 2024
Visually Guided Generative Text-Layout Pre-training for Document Intelligence
arXiv 2024
EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
CVPR 2025 1
IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact
arXiv 2024
TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding
CVPR 2024 1
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding
arXiv 2023
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models
arXiv 2023
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