Lijuan Wang

Conditional Text-to-Image Generation with Reference Guidance WACV 2026 Paper2Figure: A Multi-Agent Collaborative System for Figure Generation Towards Academic Research Paper CVPR 2026 Residual Decoder Adapter: ID-Preserving Tokenizer Adaption for Autoregressive Text Rendering CVPR 2026 Shanks: Simultaneous Hearing and Thinking for Spoken Language Models ACL 2026 Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating AAAI 2026 Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising WACV 2026 ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation CVPR 2025 Audio-Aware Large Language Models as Judges for Speaking Styles EMNLP 2025 Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025 CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness ICLR 2025 EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing ICLR 2025 GenXD: Generating Any 3D and 4D Scenes ICLR 2025 GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025 ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025 LiVOS: Light Video Object Segmentation with Gated Linear Matching CVPR 2025 MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models ICLR 2025 MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos ICLR 2025 Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension ICCV 2025 ShowUI: One Vision-Language-Action Model for GUI Visual Agent CVPR 2025 SITE: towards Spatial Intelligence Thorough Evaluation ICCV 2025 SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation ICLR 2025 Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization ICLR 2025 Bring Metric Functions into Diffusion Models IJCAI 2024 Completing Visual Objects via Bridging Generation and Segmentation ICML 2024 DisCo: Disentangled Control for Realistic Human Dance Generation CVPR 2024 GRiT: A Generative Region-to-text Transformer for Object Understanding ECCV 2024 Idea2Img: Iterative Self-Refinement with GPT-4V for Automatic Image Design and Generation ECCV 2024 IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation ECCV 2024 Interfacing Foundation Models' Embeddings NeurIPS 2024 Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning NeurIPS 2024 Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning ICLR 2024 MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024 MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024 MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities ICML 2024 Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation NeurIPS 2024 MPT: Mesh Pre-Training With Transformers for Human Pose and Mesh Reconstruction WACV 2024 ORES: Open-Vocabulary Responsible Visual Synthesis AAAI 2024 Segment and Caption Anything CVPR 2024 StrokeNUWA—Tokenizing Strokes for Vector Graphic Synthesis ICML 2024 Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning CVPR 2024 VideoGUI: A Benchmark for GUI Automation from Instructional Videos NeurIPS 2024 Adaptive Human Matting for Dynamic Videos CVPR 2023 An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling CVPR 2023 An Empirical Study of Multimodal Model Merging EMNLP 2023 Equivariant Similarity for Vision-Language Foundation Models ICCV 2023 Generalized Decoding for Pixel, Image, and Language CVPR 2023 LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling CVPR 2023 Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023 Neural Voting Field for Camera-Space 3D Hand Pose Estimation CVPR 2023 Non-Contrastive Learning Meets Language-Image Pre-Training CVPR 2023 NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023 Prompting GPT-3 To Be Reliable ICLR 2023 ReCo: Region-Controlled Text-to-Image Generation CVPR 2023 Segment Everything Everywhere All at Once NeurIPS 2023 Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Erasing Network CVPR 2023 An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022 An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022 "A Simple Approach and Benchmark for 21,000-Category Object Detection" ECCV 2022 Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NeurIPS 2022 Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022 GLIPv2: Unifying Localization and Vision-Language Understanding NeurIPS 2022 Grounded Language-Image Pre-Training CVPR 2022 Injecting Semantic Concepts Into End-to-End Image Captioning CVPR 2022 K-LITE: Learning Transferable Visual Models with External Knowledge NeurIPS 2022 NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis NeurIPS 2022 OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022 Playing Lottery Tickets with Vision and Language AAAI 2022 Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022 SwinBERT: End-to-End Transformers With Sparse Attention for Video Captioning CVPR 2022 UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling ECCV 2022 Compressing Visual-Linguistic Model via Knowledge Distillation ICCV 2021 DAP: Detection-Aware Pre-Training With Weak Supervision CVPR 2021 End-to-End Human Pose and Mesh Reconstruction with Transformers CVPR 2021 End-to-End Semi-Supervised Object Detection With Soft Teacher ICCV 2021 M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training CVPR 2021 Mesh Graphormer ICCV 2021 SEED: Self-supervised Distillation For Visual Representation ICLR 2021 TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021 VinVL: Revisiting Visual Representations in Vision-Language Models CVPR 2021 VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning AAAI 2021 Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks ECCV 2020 Pyramid Constrained Self-Attention Network for Fast Video Salient Object Detection AAAI 2020 Rethinking Classification and Localization for Object Detection CVPR 2020 Large Scale Incremental Learning CVPR 2019