Junnan Li

Aria-UI: Visual Grounding for GUI Instructions ACL 2025 Generative Frame Sampler for Long Video Understanding ACL 2025 Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts ICML 2025 ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks ACL 2025 Reward-Guided Speculative Decoding for Efficient LLM Reasoning ICML 2025 VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation CVPR 2025 LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding NeurIPS 2024 ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding CVPR 2024 What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024 BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models ICML 2023 BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing NeurIPS 2023 CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP 2023 From Images to Textual Prompts: Zero-Shot Visual Question Answering With Frozen Large Language Models CVPR 2023 InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning NeurIPS 2023 LAVIS: A One-stop Library for Language-Vision Intelligence ACL 2023 Masked Unsupervised Self-training for Label-free Image Classification ICLR 2023 Tackling Data Heterogeneity in Federated Learning with Class Prototypes AAAI 2023 Align and Prompt: Video-and-Language Pre-Training With Entity Prompts CVPR 2022 BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022 Open Vocabulary Object Detection with Pseudo Bounding-Box Labels ECCV 2022 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022 Align before Fuse: Vision and Language Representation Learning with Momentum Distillation NeurIPS 2021 CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization ICCV 2021 Learning From Noisy Data With Robust Representation Learning ICCV 2021 MoPro: Webly Supervised Learning with Momentum Prototypes ICLR 2021 Prototypical Contrastive Learning of Unsupervised Representations ICLR 2021 DivideMix: Learning with Noisy Labels as Semi-supervised Learning ICLR 2020 GradMix: Multi-source Transfer across Domains and Tasks WACV 2020 The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation ECCV 2020 Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos WACV 2020 Learning to Detect Human-Object Interactions With Knowledge CVPR 2019 Learning to Learn From Noisy Labeled Data CVPR 2019 Unsupervised Learning of View-invariant Action Representations NeurIPS 2018 Dual-Glance Model for Deciphering Social Relationships ICCV 2017