Xiaoyi Dong

ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning CVPR 2026 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning CVPR 2026 Think Visually, Reason Textually: Vision-Language Synergy in Abstract Reasoning CVPR 2026 TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition CVPR 2026 Bootstrap3D: Improving Multi-view Diffusion Model with Synthetic Data ICCV 2025 ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way CVPR 2025 Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025 Deciphering Cross-Modal Alignment in Large Vision-Language Models via Modality Integration Rate ICCV 2025 Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction CVPR 2025 InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025 Light-A-Video: Training-free Video Relighting via Progressive Light Fusion ICCV 2025 Maximum Entropy Reinforcement Learning with Diffusion Policy ICML 2025 MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models ICLR 2025 MM-IFEngine: Towards Multimodal Instruction Following ICCV 2025 MotionClone: Training-Free Motion Cloning for Controllable Video Generation ICLR 2025 OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? CVPR 2025 SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree ICCV 2025 SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition ACL 2025 SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation ICML 2025 Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025 VideoRoPE: What Makes for Good Video Rotary Position Embedding? ICML 2025 Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025 X-Prompt: Generalizable Auto-Regressive Visual Learning with In-Context Prompting ICCV 2025 Are We on the Right Way for Evaluating Large Vision-Language Models? NeurIPS 2024 InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NeurIPS 2024 Long-CLIP: Unlocking the Long-Text Capability of CLIP ECCV 2024 MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs NeurIPS 2024 MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations NeurIPS 2024 OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation CVPR 2024 ShareGPT4Video: Improving Video Understanding and Generation with Better Captions NeurIPS 2024 ShareGPT4V: Improving Large Multi-Modal Models with Better Captions ECCV 2024 Streaming Long Video Understanding with Large Language Models NeurIPS 2024 VIGC: Visual Instruction Generation and Correction AAAI 2024 Diversity-Aware Meta Visual Prompting CVPR 2023 Emotional Listener Portrait: Neural Listener Head Generation with Emotion ICCV 2023 Improving Adversarial Robustness of Masked Autoencoders via Test-time Frequency-domain Prompting ICCV 2023 MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining CVPR 2023 PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers AAAI 2023 Adaptive Face Forgery Detection in Cross Domain ECCV 2022 Bootstrapped Masked Autoencoders for Vision BERT Pretraining ECCV 2022 CSWin Transformer: A General Vision Transformer Backbone With Cross-Shaped Windows CVPR 2022 Mobile-Former: Bridging MobileNet and Transformer CVPR 2022 Protecting Celebrities From DeepFake With Identity Consistency Transformer CVPR 2022 Shape-Invariant 3D Adversarial Point Clouds CVPR 2022 GreedyFool: Distortion-Aware Sparse Adversarial Attack NeurIPS 2020 LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud Based Deep Networks CVPR 2020 Robust Superpixel-Guided Attentional Adversarial Attack CVPR 2020 Self-Robust 3D Point Recognition via Gather-Vector Guidance CVPR 2020 Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once ICCV 2019