Jianwei Yang

Computer Science · Physical Sciences

25h-index7.5kcitations60works6.62yr avg
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Research Topics

Multimodal Machine Learning Applications(38), Domain Adaptation and Few-Shot Learning(26), Advanced Image and Video Retrieval Techniques(18), Advanced Neural Network Applications(14), Human Pose and Action Recognition(12)

Publications60 total

Towards Efficient Random-Order Enumeration for Join Queries
arXiv (Cornell University)·2025Open Access
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
arXiv (Cornell University)·2025Open Access
SITE: towards Spatial Intelligence Thorough Evaluation
arXiv (Cornell University)·2025Open Access
TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies
arXiv (Cornell University)·2024· 1 citedOpen Access
Pix2Gif: Motion-Guided Diffusion for GIF Generation
Lecture notes in computer science·2024· 5 cited
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
Lecture notes in computer science·2024· 27 cited
Two-stage contrastive learning for unsupervised visible-infrared person re-identification
Journal of Electronic Imaging·2024
OmniParser for Pure Vision Based GUI Agent
arXiv (Cornell University)·2024Open Access
VCoder: Versatile Vision Encoders for Multimodal Large Language Models
2024· 17 cited
Visual in-Context Prompting
2024· 16 cited
LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models
arXiv (Cornell University)·2023· 3 citedOpen Access
Visual In-Context Prompting
arXiv (Cornell University)·2023· 1 citedOpen Access
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
arXiv (Cornell University)·2023· 6 citedOpen Access
LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following
arXiv (Cornell University)·2023· 1 citedOpen Access
Multimodal Foundation Models: From Specialists to General-Purpose Assistants
arXiv (Cornell University)·2023· 24 citedOpen Access
An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models
arXiv (Cornell University)·2023· 6 citedOpen Access
Generalized Decoding for Pixel, Image, and Language
2023· 151 cited
LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following
2023· 6 citedOpen Access
RegionCLIP: Region-based Language-Image Pretraining
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 451 cited
Unified Contrastive Learning in Image-Text-Label Space
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 176 cited
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Frequent Co-authors

Jianfeng Gao(22), Devi Parikh(18), Dhruv Batra(16), Pengchuan Zhang(13), Chunyuan Li(12), Lu Yuan(11), Jiasen Lu(10), Xiyang Dai(10), Bin Xiao(6), Lei Zhang(5), Xueyan Zou(5), Anitha Kannan(4), Tianhe Ren(4), Stefan Lee(3), Xiujun Li(3), Lijuan Wang(3), Yejin Choi(3), Lei Zhang(3), Zhile Ren(3), Shilong Liu(3)