Ning Yu

EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026 MAViS: A Multi-Agent Framework for Long-Sequence Video Storytelling EACL 2026 Vista4D: Video Reshooting with 4D Point Clouds CVPR 2026 Detecting Adversarial Data Using Perturbation Forgery CVPR 2025 DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025 FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution ICCV 2025 Go-with-the-Flow: Motion-Controllable Video Diffusion Models Using Real-Time Warped Noise CVPR 2025 Infinite-Resolution Integral Noise Warping for Diffusion Models ICLR 2025 Leidos at GenAI Detection Task 3: A Weight-Balanced Transformer Approach for AI Generated Text Detection Across Domains COLING 2025 Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset CVPR 2025 Reference-Based 3D-Aware Image Editing with Triplanes CVPR 2025 Text2Data: Low-Resource Data Generation with Textual Control AAAI 2025 C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models ICML 2024 FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation EMNLP 2024 Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models WACV 2024 HIVE: Harnessing Human Feedback for Instructional Visual Editing CVPR 2024 LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer ECCV 2024 RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content ICML 2024 Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models NeurIPS 2024 SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models NAACL 2024 T2Vs Meet VLMs: A Scalable Multimodal Dataset for Visual Harmfulness Recognition NeurIPS 2024 ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding CVPR 2024 "X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-modal Reasoning" ECCV 2024 Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders CVPR 2023 Detecting Adversarial Faces Using Only Real Face Self-Perturbations IJCAI 2023 Generated Graph Detection ICML 2023 GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation ICCV 2023 Keys To Better Image Inpainting: Structure and Texture Go Hand in Hand WACV 2023 Learning Prototype Classifiers for Long-Tailed Recognition IJCAI 2023 Mask-Free OVIS: Open-Vocabulary Instance Segmentation Without Manual Mask Annotations CVPR 2023 UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild NeurIPS 2023 RelaxLoss: Defending Membership Inference Attacks without Losing Utility ICLR 2022 RepMix: Representation Mixing for Robust Attribution of Synthesized Images ECCV 2022 Responsible Disclosure of Generative Models Using Scalable Fingerprinting ICLR 2022 Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data ICCV 2021 Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis IJCAI 2021 Dual Contrastive Loss and Attention for GANs ICCV 2021 Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs CVPR 2021 Inclusive GAN: Improving Data and Minority Coverage in Generative Models ECCV 2020 Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints ICCV 2019 Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture CVPR 2019 Filling the Gap: Semi-Supervised Learning for Opinion Detection Across Domains CoNLL 2011