Dongxu Li

According to our database, Dongxu Li authored at least 39 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

GTA1: GUI Test-time Scaling Agent.

Yan Yang, Dongxu Li, Yutong Dai, Yuhao Yang, Ziyang Luo, Zirui Zhao, Zhiyuan Hu, Junzhe Huang, Amrita Saha, Zeyuan Chen, Ran Xu, Liyuan Pan, Caiming Xiong, Junnan Li

CoRR, July, 2025

VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation.

Ziyang Luo, Haoning Wu, Dongxu Li, Jing Ma, Mohan S. Kankanhalli, Junnan Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

EZSR: Event-based Zero-Shot Recognition.

Yan Yang, Liyuan Pan, Dongxu Li, Liu Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Aria-UI: Visual Grounding for GUI Instructions.

Yuhao Yang, Yue Wang, Dongxu Li, Ziyang Luo, Bei Chen, Chao Huang, Junnan Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks.

Yan Yang, Dongxu Li, Haoning Wu, Bei Chen, Liu Liu, Liyuan Pan, Junnan Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Aria: An Open Multimodal Native Mixture-of-Experts Model.

Dongxu Li, Yudong Liu, Haoning Wu, Yue Wang, Zhiqi Shen, Bowen Qu, Xinyao Niu, Guoyin Wang, Bei Chen, Junnan Li

CoRR, 2024

LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.

Haoning Wu, Dongxu Li, Bei Chen, Junnan Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-Modal Reasoning.

Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset.

Kaihao Zhang, Dongxu Li, Wenhan Luo, Jingyu Liu, Jiankang Deng, Wei Liu, Stefanos Zafeiriou

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Linearized Relative Positional Encoding.

Zhen Qin, Weixuan Sun, Kaiyue Lu, Hui Deng, Dongxu Li, Xiaodong Han, Yuchao Dai, Lingpeng Kong, Yiran Zhong

Trans. Mach. Learn. Res., 2023

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better.

Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Wei Liu

IEEE Trans. Pattern Anal. Mach. Intell., 2023

X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning.

Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles

CoRR, 2023

BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing.

Dongxu Li, Junnan Li, Steven C. H. Hoi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

Junnan Li, Dongxu Li, Silvio Savarese, Steven C. H. Hoi

Proceedings of the International Conference on Machine Learning, 2023

Toeplitz Neural Network for Sequence Modeling.

Zhen Qin, Xiaodong Han, Weixuan Sun, Bowen He, Dong Li, Dongxu Li, Yuchao Dai, Lingpeng Kong, Yiran Zhong

Proceedings of the Eleventh International Conference on Learning Representations, 2023

From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models.

Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

LAVIS: A One-stop Library for Language-Vision Intelligence.

Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2023

2022

Four-player GroupGAN for weak expression recognition via latent expression magnification.

Wenjia Niu, Kaihao Zhang, Dongxu Li, Wenhan Luo

Knowl. Based Syst., 2022

From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models.

Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi

CoRR, 2022

LAVIS: A Library for Language-Vision Intelligence.

Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi

CoRR, 2022

BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation.

Junnan Li, Dongxu Li, Caiming Xiong, Steven C. H. Hoi

Proceedings of the International Conference on Machine Learning, 2022

cosFormer: Rethinking Softmax In Attention.

Zhen Qin, Weixuan Sun, Hui Deng, Dongxu Li, Yunshen Wei, Baohong Lv, Junjie Yan, Lingpeng Kong, Yiran Zhong

Proceedings of the Tenth International Conference on Learning Representations, 2022

The Devil in Linear Transformer.

Zhen Qin, Xiaodong Han, Weixuan Sun, Dongxu Li, Lingpeng Kong, Nick Barnes, Yiran Zhong

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Align and Prompt: Video-and-Language Pre-training with Entity Prompts.

Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Automatic Gloss Dictionary for Sign Language Learners.

Chenchen Xu, Dongxu Li, Hongdong Li, Hanna Suominen, Ben Swift

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

Transcribing Natural Languages for the Deaf via Neural Editing Programs.

Dongxu Li, Chenchen Xu, Liu Liu, Yiran Zhong, Rong Wang, Lars Petersson, Hongdong Li

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal.

Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren

IEEE Trans. Image Process., 2021

EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset.

Kaihao Zhang, Dongxu Li, Wenhan Luo, Jingyu Liu, Jiankang Deng, Wei Liu, Stefanos Zafeiriou

CoRR, 2021

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework.

Kaihao Zhang, Dongxu Li, Wenhan Luo, Wen-Yan Lin, Fang Zhao, Wenqi Ren, Wei Liu, Hongdong Li

CoRR, 2021

Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal.

Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Lin Ma, Hongdong Li

CoRR, 2021

Benchmarking Ultra-High-Definition Image Super-resolution.

Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Björn Stenger, Wei Liu, Hongdong Li, Ming-Hsuan Yang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring.

Dongxu Li, Chenchen Xu, Kaihao Zhang, Xin Yu, Yiran Zhong, Wenqi Ren, Hanna Suominen, Hongdong Li

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison.

Dongxu Li, Cristian Rodriguez Opazo, Xin Yu, Hongdong Li

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation.

Dongxu Li, Chenchen Xu, Xin Yu, Kaihao Zhang, Benjamin Swift, Hanna Suominen, Hongdong Li

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Reachability Analysis of Nonlinear Systems Using Hybridization and Dynamics Scaling.

Dongxu Li, Stanley Bak, Sergiy Bogomolov

Proceedings of the Formal Modeling and Analysis of Timed Systems, 2020

Transferring Cross-Domain Knowledge for Video Sign Language Recognition.

Dongxu Li, Xin Yu, Chenchen Xu, Lars Petersson, Hongdong Li

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Falsification of hybrid systems using symbolic reachability and trajectory splicing.

Sergiy Bogomolov, Goran Frehse, Amit Gurung, Dongxu Li, Georg Martius, Rajarshi Ray

Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, 2019

2018

Effect-Abstraction Based Relaxation for Linear Numeric Planning.

Dongxu Li, Enrico Scala, Patrik Haslum, Sergiy Bogomolov

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018