← Authors

Lijuan Wang

81 papers · 2019–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (97) 🏠 Conference Loyalist (29) 🀝 Dynamic Duo (43) πŸ‘‘ Triple Crown πŸ† Keyword Champion (2) πŸ† Grand Slam πŸ”¬ Deep Specialist (24) πŸ’Ž Century Club (80) ⚑ Prolific Year (19) πŸ—ƒοΈ Keyword Collector (286) πŸ”₯ Unstoppable (8) πŸ“ˆ Trend Setter ❓ The Questioner (2)

Conferences

CVPR (29) ICLR (10) NIPS (9) AAAI (7) ICCV (7) ECCV (6) ICML (4) EMNLP (3) WACV (3) IJCAI (2) ACL (1)

Top co-authors

Zicheng Liu (43) Linjie Li (40) Zhengyuan Yang (37) Jianfeng Wang (36) Kevin Lin (31) Zhe Gan (18) Chung-Ching Lin (18) Xiaowei Hu (11) Jianfeng Gao (10) Pengchuan Zhang (7)

Keywords

multimodal learning (17) vision-language model (10) zero-shot learning (10) object detection (9) diffusion model (8) transfer learning (8) image generation (7) visual question answering (6) image captioning (6) large language model (5) video understanding (5) video generation (5) text-to-image generation (4) image segmentation (4) in-context learning (4) few-shot learning (4) representation learning (4) multi-modal learning (4) video captioning (3) image classification (3)

Papers

Conditional Text-to-Image Generation with Reference Guidance WACV 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
ShowUI: One Vision-Language-Action Model for GUI Visual Agent CVPR 2025
LiVOS: Light Video Object Segmentation with Gated Linear Matching CVPR 2025
ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation CVPR 2025
Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models ICLR 2025
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation ICLR 2025
GenXD: Generating Any 3D and 4D Scenes ICLR 2025
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization ICLR 2025
CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness ICLR 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
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension ICCV 2025
SITE: towards Spatial Intelligence Thorough Evaluation ICCV 2025
Audio-Aware Large Language Models as Judges for Speaking Styles EMNLP 2025
GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025
GRiT: A Generative Region-to-text Transformer for Object Understanding ECCV 2024
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning NIPS 2024
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
ORES: Open-Vocabulary Responsible Visual Synthesis 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
Segment and Caption Anything 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
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning ICLR 2024
Completing Visual Objects via Bridging Generation and Segmentation ICML 2024
StrokeNUWAβ€”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
MPT: Mesh Pre-Training With Transformers for Human Pose and Mesh Reconstruction WACV 2024
LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling CVPR 2023
ReCo: Region-Controlled Text-to-Image Generation CVPR 2023
An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling CVPR 2023
Adaptive Human Matting for Dynamic Videos CVPR 2023
NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023
Equivariant Similarity for Vision-Language Foundation Models ICCV 2023
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023
Prompting GPT-3 To Be Reliable ICLR 2023
Non-Contrastive Learning Meets Language-Image Pre-Training CVPR 2023
Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Erasing Network CVPR 2023
Generalized Decoding for Pixel, Image, and Language CVPR 2023
Segment Everything Everywhere All at Once NIPS 2023
Neural Voting Field for Camera-Space 3D Hand Pose Estimation CVPR 2023
An Empirical Study of Multimodal Model Merging EMNLP 2023
GLIPv2: Unifying Localization and Vision-Language Understanding NIPS 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022
K-LITE: Learning Transferable Visual Models with External Knowledge NIPS 2022
Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022
Grounded Language-Image Pre-Training CVPR 2022
"A Simple Approach and Benchmark for 21,000-Category Object Detection" ECCV 2022
UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling ECCV 2022
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis NIPS 2022
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022
OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022
SwinBERT: End-to-End Transformers With Sparse Attention for Video Captioning CVPR 2022
An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022
Injecting Semantic Concepts Into End-to-End Image Captioning CVPR 2022
Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021
VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning AAAI 2021
VinVL: Revisiting Visual Representations in Vision-Language Models CVPR 2021
End-to-End Human Pose and Mesh Reconstruction with Transformers CVPR 2021
Mesh Graphormer ICCV 2021
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training CVPR 2021
DAP: Detection-Aware Pre-Training With Weak Supervision CVPR 2021
End-to-End Semi-Supervised Object Detection With Soft Teacher ICCV 2021
Compressing Visual-Linguistic Model via Knowledge Distillation ICCV 2021
SEED: Self-supervised Distillation For Visual Representation ICLR 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