Zhengyuan Yang

Conditional Text-to-Image Generation with Reference Guidance WACV 2026 Shanks: Simultaneous Hearing and Thinking for Spoken Language Models ACL 2026 TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026 Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising WACV 2026 GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025 Audio-Aware Large Language Models as Judges for Speaking Styles EMNLP 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 SITE: towards Spatial Intelligence Thorough Evaluation ICCV 2025 Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension ICCV 2025 SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation ICLR 2025 LiVOS: Light Video Object Segmentation with Gated Linear Matching CVPR 2025 ShowUI: One Vision-Language-Action Model for GUI Visual Agent CVPR 2025 Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization ICLR 2025 GenXD: Generating Any 3D and 4D Scenes ICLR 2025 Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering NAACL 2025 Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025 ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding ICML 2025 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 SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation AAAI 2024 MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024 Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning CVPR 2024 DisCo: Disentangled Control for Realistic Human Dance Generation CVPR 2024 MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos 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 GRiT: A Generative Region-to-text Transformer for Object Understanding ECCV 2024 StrokeNUWA—Tokenizing Strokes for Vector Graphic Synthesis ICML 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 Prompting GPT-3 To Be Reliable ICLR 2023 Equivariant Similarity for Vision-Language Foundation Models ICCV 2023 PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3 ICCV 2023 Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023 ReCo: Region-Controlled Text-to-Image Generation CVPR 2023 Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022 UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling ECCV 2022 An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022 Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation CVPR 2021 SAT: 2D Semantics Assisted Training for 3D Visual Grounding ICCV 2021 TransVG: End-to-End Visual Grounding With Transformers ICCV 2021 TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021 A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020 Improving One-stage Visual Grounding by Recursive Sub-query Construction ECCV 2020 A Fast and Accurate One-Stage Approach to Visual Grounding ICCV 2019 Attentive Relational Networks for Mapping Images to Scene Graphs CVPR 2019