Linjie Li

TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026 Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising WACV 2026 Shanks: Simultaneous Hearing and Thinking for Spoken Language Models ACL 2026 Synthetic Visual Genome CVPR 2025 ShowUI: One Vision-Language-Action Model for GUI Visual Agent CVPR 2025 Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback ICML 2025 Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025 MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models ICLR 2025 SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation ICLR 2025 GenXD: Generating Any 3D and 4D Scenes ICLR 2025 CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness ICLR 2025 MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos ICLR 2025 EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing ICLR 2025 ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025 Audio-Aware Large Language Models as Judges for Speaking Styles EMNLP 2025 Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension ICCV 2025 GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025 LiVOS: Light Video Object Segmentation with Gated Linear Matching CVPR 2025 MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024 Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning NIPS 2024 Interfacing Foundation Models' Embeddings NIPS 2024 VideoGUI: A Benchmark for GUI Automation from Instructional Videos NIPS 2024 Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation NIPS 2024 MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024 DisCo: Disentangled Control for Realistic Human Dance Generation CVPR 2024 IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation ECCV 2024 Idea2Img: Iterative Self-Refinement with GPT-4V for Automatic Image Design and Generation ECCV 2024 Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning ICLR 2024 The Generative AI Paradox: “What It Can Create, It May Not Understand” ICLR 2024 MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities ICML 2024 Bring Metric Functions into Diffusion Models IJCAI 2024 NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023 Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023 Generalized Decoding for Pixel, Image, and Language CVPR 2023 Equivariant Similarity for Vision-Language Foundation Models ICCV 2023 LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling CVPR 2023 ReCo: Region-Controlled Text-to-Image Generation CVPR 2023 An Empirical Study of Multimodal Model Merging EMNLP 2023 Segment Everything Everywhere All at Once NIPS 2023 An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling CVPR 2023 Adaptive Human Matting for Dynamic Videos CVPR 2023 Playing Lottery Tickets with Vision and Language AAAI 2022 Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022 SwinBERT: End-to-End Transformers With Sparse Attention for Video Captioning CVPR 2022 Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022 Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021 Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models ICCV 2021 Meta Module Network for Compositional Visual Reasoning WACV 2021 UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021 LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval NAACL 2021 UNITER: UNiversal Image-TExt Representation Learning ECCV 2020 Graph Optimal Transport for Cross-Domain Alignment ICML 2020 Large-Scale Adversarial Training for Vision-and-Language Representation Learning NIPS 2020 HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020 Relation-Aware Graph Attention Network for Visual Question Answering ICCV 2019 Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ACL 2019