Jue Wang

Learning Compact Video Representations for Efficient Long-form Video Understanding in Large Multimodal Models WACV 2026 RipAlert: A Future-Frame-Aware Framework for Rip Current Forecasting and Early Alerting AAAI 2026 FoldToken: Learning Protein Language via Vector Quantization and Beyond AAAI 2025 GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning WACV 2025 Now You See Me: Context-Aware Automatic Audio Description WACV 2025 MCloudNet: An Ultra-Short-Term Photovoltaic Power Forecasting Framework With Multi-Layer Cloud Coverage IJCAI 2025 SEP: A General Lossless Compression Framework with Semantics Enhancement and Multi-Stream Pipelines IJCAI 2025 FloE: On-the-Fly MoE Inference on Memory-constrained GPU ICML 2025 Ladder-Residual: Parallelism-Aware Architecture for Accelerating Large Model Inference with Communication Overlapping ICML 2025 Improving Model Alignment Through Collective Intelligence of Open-Source Models ICML 2025 Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models ICLR 2025 Mixture-of-Agents Enhances Large Language Model Capabilities ICLR 2025 Scaling Instruction-tuned LLMs to Million-token Contexts via Hierarchical Synthetic Data Generation ICLR 2025 Ultra High-Resolution Image Inpainting with Patch-Based Content Consistency Adapter ICCV 2025 Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding ACL 2024 Video Token Merging for Long Video Understanding NIPS 2024 UniIF: Unified Molecule Inverse Folding NIPS 2024 Text-Guided Video Masked Autoencoder ECCV 2024 Soft Prompt Recovers Compressed LLMs, Transferably ICML 2024 CodeTalker: Speech-Driven 3D Facial Animation With Discrete Motion Prior CVPR 2023 Patch-Based 3D Natural Scene Generation From a Single Example CVPR 2023 Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos AAAI 2023 CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying AAAI 2023 Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023 CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks ICML 2023 Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time ICML 2023 Skill-it! A data-driven skills framework for understanding and training language models NIPS 2023 Motion-Guided Masking for Spatiotemporal Representation Learning ICCV 2023 InParformer: Evolutionary Decomposition Transformers with Interactive Parallel Attention for Long-Term Time Series Forecasting AAAI 2023 Selective Structured State-Spaces for Long-Form Video Understanding CVPR 2023 UV Volumes for Real-Time Rendering of Editable Free-View Human Performance CVPR 2023 Skinned Motion Retargeting With Residual Perception of Motion Semantics & Geometry CVPR 2023 Learning Anchor Transformations for 3D Garment Animation CVPR 2023 ACR: Attention Collaboration-Based Regressor for Arbitrary Two-Hand Reconstruction CVPR 2023 Fine-Grained Face Swapping via Regional GAN Inversion CVPR 2023 LocVTP: Video-Text Pre-training for Temporal Localization ECCV 2022 SkipBERT: Efficient Inference with Shallow Layer Skipping ACL 2022 Motion-Aware Contrastive Video Representation Learning via Foreground-Background Merging CVPR 2022 Long-Short Temporal Contrastive Learning of Video Transformers CVPR 2022 FENeRF: Face Editing in Neural Radiance Fields CVPR 2022 Deformable Video Transformer CVPR 2022 Hallucinated Neural Radiance Fields in the Wild CVPR 2022 Deblur-NeRF: Neural Radiance Fields From Blurry Images CVPR 2022 Multi-Robot Active Mapping via Neural Bipartite Graph Matching CVPR 2022 LAS-AT: Adversarial Training With Learnable Attack Strategy CVPR 2022 Unsupervised Pre-Training for Temporal Action Localization Tasks CVPR 2022 Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization CVPR 2022 High-Fidelity GAN Inversion for Image Attribute Editing CVPR 2022 Self-Supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection CVPR 2022 Prior-Guided Adversarial Initialization for Fast Adversarial Training ECCV 2022 Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization ECCV 2022 Towards Accurate Active Camera Localization ECCV 2022 StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN ECCV 2022 EViT: Expediting Vision Transformers via Token Reorganizations ICLR 2022 Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation NIPS 2022 One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations NIPS 2022 OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training NIPS 2022 Continual Federated Learning Based on Knowledge Distillation IJCAI 2022 Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees NIPS 2022 AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition NIPS 2022 Stability Analysis and Generalization Bounds of Adversarial Training NIPS 2022 VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training NIPS 2022 Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs CVPR 2021 Effective Slot Filling via Weakly-Supervised Dual-Model Learning AAAI 2021 Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning NIPS 2021 UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning CVPR 2021 Pyramid: A Layered Model for Nested Named Entity Recognition ACL 2020 Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders EMNLP 2020 When AWGN-Based Denoiser Meets Real Noises AAAI 2020 Content-Aware Unsupervised Deep Homography Estimation ECCV 2020 Practical Deep Raw Image Denoising on Mobile Devices ECCV 2020 Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards ECCV 2020 Spatio-Temporal Ranked-Attention Networks for Video Captioning WACV 2020 GODS: Generalized One-Class Discriminative Subspaces for Anomaly Detection ICCV 2019 GeoNet: Deep Geodesic Networks for Point Cloud Analysis CVPR 2019 Audio Visual Scene-Aware Dialog CVPR 2019 Semi-Supervised Skin Detection by Network With Mutual Guidance ICCV 2019 Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts ICCV 2019 Disentangled Image Matting ICCV 2019 Adaptation Strategies for Applying AWGN-Based Denoiser to Realistic Noise AAAI 2019 Video Inpainting by Jointly Learning Temporal Structure and Spatial Details AAAI 2019 GIF2Video: Color Dequantization and Temporal Interpolation of GIF Images CVPR 2019 Video Representation Learning Using Discriminative Pooling CVPR 2018 DocUNet: Document Image Unwarping via a Stacked U-Net CVPR 2018 Scale-Recurrent Network for Deep Image Deblurring CVPR 2018 Learning Discriminative Video Representations Using Adversarial Perturbations ECCV 2018 Zero-Order Reverse Filtering ICCV 2017 Detail-Revealing Deep Video Super-Resolution ICCV 2017 Deep Video Deblurring for Hand-Held Cameras CVPR 2017 Automatic Fence Segmentation in Videos of Dynamic Scenes CVPR 2016 Coherent Parametric Contours for Interactive Video Object Segmentation CVPR 2016 Blind Optical Aberration Correction by Exploring Geometric and Visual Priors CVPR 2015 Securing RFIDs by Randomizing the Modulation and Channel NSDI 2015 Investigating Haze-relevant Features in A Learning Framework for Image Dehazing CVPR 2014 Deblurring Low-light Images with Light Streaks CVPR 2014 Supervised Semantic Gradient Extraction Using Linear-Time Optimization CVPR 2013 Text Localization in Natural Images Using Stroke Feature Transform and Text Covariance Descriptors ICCV 2013 Handling Noise in Single Image Deblurring Using Directional Filters CVPR 2013 Unsupervised Template Learning for Fine-Grained Object Recognition NIPS 2012 Avoiding False Positive in Multi-Instance Learning NIPS 2010