Lewei Lu

ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Video Understanding CVPR 2026 EVA: Efficient Reinforcement Learning for End-to-End Video Agent CVPR 2026 Scaling Spatial Intelligence with Multimodal Foundation Models CVPR 2026 SenseSearch: Empowering Vision-Language Models with High-Resolution Agentic Search-Reasoning via Reinforcement Learning CVPR 2026 Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding CVPR 2025 MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction CVPR 2025 OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025 PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models CVPR 2025 Spatial Preference Rewarding for MLLMs Spatial Understanding ICCV 2025 Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM ICML 2025 SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding CVPR 2025 Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures ICLR 2025 ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process ICLR 2024 Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft CVPR 2024 ControlLLM: Augment Language Models with Tools by Searching on Graphs ECCV 2024 Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications CVPR 2024 InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024 Learning 1D Causal Visual Representation with De-focus Attention Networks NeurIPS 2024 LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors ICLR 2024 Masked AutoDecoder is Effective Multi-Task Vision Generalist CVPR 2024 Modeling Continuous Motion for 3D Point Cloud Object Tracking AAAI 2024 Needle In A Multimodal Haystack NeurIPS 2024 Parameter-Inverted Image Pyramid Networks NeurIPS 2024 The All-Seeing Project V2: Towards General Relation Comprehension of the Open World ECCV 2024 VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NeurIPS 2024 Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning NeurIPS 2024 Weakly Supervised Monocular 3D Detection with a Single-View Image CVPR 2024 BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision CVPR 2023 Distilling Focal Knowledge From Imperfect Expert for 3D Object Detection CVPR 2023 InternImage: Exploring Large-Scale Vision Foundation Models With Deformable Convolutions CVPR 2023 Planning-Oriented Autonomous Driving CVPR 2023 Scene as Occupancy ICCV 2023 Towards All-in-One Pre-Training via Maximizing Multi-Modal Mutual Information CVPR 2023 Deformable DETR: Deformable Transformers for End-to-End Object Detection ICLR 2021 FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting ICCV 2021 VL-BERT: Pre-training of Generic Visual-Linguistic Representations ICLR 2020