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ORCIDDongxu Li 0003
Person information
- affiliation: DATA61-CSIRO, Australia
- affiliation: Australian National University (ANU), College of Engineering and Computer Science, Australia
- affiliation: Salesforce AI Research, Palo Alto, CA, USA
Other persons with the same name
- Dongxu Li (aka: Dong-Xu Li) — disambiguation page
- Dongxu Li 0001
![[0009-0007-0016-4469]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0009-0007-0016-4469")
— University of Electronic Science and Technology of China (UESTC), Shenzhen Institute for Advanced Study, China (and 1 more) - Dongxu Li 0002 (aka: Dong-Xu Li 0002) — Chinese Academy of Sciences (CAS), Xinjiang Technical Institute of Physics and Chemistry, China (and 1 more)
- Dongxu Li 0004 — Peking University, Center for MRl Research, Beijing, China (and 1 more)
- Dongxu Li 0005 — Beihang University, School of Electronics and Information Engineering, Beijing, China
- Dongxu Li 0006 — Nanjing University of Information Science and Technology, School of Remote Sensing and Geomatics Engineering, China
- Dongxu Li 0007 — R&D, General Motors Company Limited, GM Research and Development Center, Warren, MI, USA (and 1 more)
- Dongxu Li 0008 — Huaqiao University, College of Materials Science and Engineering, Xiamen, China
- Dongxu Li 0009 — Guangxi University of Science and Technology, School of Automation, Guangxi, China
- Dongxu Li 0010 — East China Normal University (ECNU), Software Engineering Institute, Shanghai, China
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2020 – today
- 2025
[c26]Yan Yang, Dongxu Li, Haoning Wu, Bei Chen, Liu Liu, Liyuan Pan, Junnan Li:
ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks. ACL (Findings) 2025: 10883-10892- [c25]Yuhao Yang, Yue Wang, Dongxu Li, Ziyang Luo, Bei Chen, Chao Huang, Junnan Li:
Aria-UI: Visual Grounding for GUI Instructions. ACL (Findings) 2025: 22418-22433 - [c24]Yan Yang, Liyuan Pan, Dongxu Li, Liu Liu:
EZSR: Event-based Zero-Shot Recognition. CVPR 2025: 4628-4638 - [c23]Ziyang Luo, Haoning Wu, Dongxu Li, Jing Ma, Mohan S. Kankanhalli, Junnan Li:
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation. CVPR 2025: 8461-8474 - [i27]Yan Yang, Dongxu Li, Haoning Wu, Bei Chen, Liu Liu, Liyuan Pan, Junnan Li:
ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks. CoRR abs/2503.06885 (2025) - [i26]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:
GTA1: GUI Test-time Scaling Agent. CoRR abs/2507.05791 (2025) - 2024
- [c22]Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles:
X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-Modal Reasoning. ECCV (45) 2024: 177-197 - [c21]Haoning Wu, Dongxu Li, Bei Chen, Junnan Li:
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding. NeurIPS 2024 - [i25]Haoning Wu, Dongxu Li, Bei Chen, Junnan Li:
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding. CoRR abs/2407.15754 (2024) - [i24]Yan Yang, Liyuan Pan, Dongxu Li, Liu Liu:
EZSR: Event-based Zero-Shot Recognition. CoRR abs/2407.21616 (2024) - [i23]Dongxu Li, Yudong Liu, Haoning Wu, Yue Wang, Zhiqi Shen, Bowen Qu, Xinyao Niu, Guoyin Wang, Bei Chen, Junnan Li:
Aria: An Open Multimodal Native Mixture-of-Experts Model. CoRR abs/2410.05993 (2024) - [i22]Ziyang Luo, Haoning Wu, Dongxu Li, Jing Ma, Mohan S. Kankanhalli, Junnan Li:
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation. CoRR abs/2411.13281 (2024) - [i21]Yuhao Yang, Yue Wang, Dongxu Li, Ziyang Luo, Bei Chen, Chao Huang, Junnan Li:
Aria-UI: Visual Grounding for GUI Instructions. CoRR abs/2412.16256 (2024) - 2023
- [j5]Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Wei Liu:
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 1287-1293 (2023) - [j4]Kaihao Zhang, Dongxu Li, Wenhan Luo, Jingyu Liu, Jiankang Deng, Wei Liu, Stefanos Zafeiriou:
EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3968-3978 (2023) - [j3]Zhen Qin, Weixuan Sun, Kaiyue Lu, Hui Deng, Dongxu Li, Xiaodong Han, Yuchao Dai, Lingpeng Kong, Yiran Zhong:
Linearized Relative Positional Encoding. Trans. Mach. Learn. Res. 2023 (2023) - [c20]Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi:
LAVIS: A One-stop Library for Language-Vision Intelligence. ACL (demo) 2023: 31-41 - [c19]Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi:
From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models. CVPR 2023: 10867-10877 - [c18]Zhen Qin, Xiaodong Han, Weixuan Sun, Bowen He, Dong Li, Dongxu Li, Yuchao Dai, Lingpeng Kong, Yiran Zhong:
Toeplitz Neural Network for Sequence Modeling. ICLR 2023 - [c17]Junnan Li, Dongxu Li, Silvio Savarese, Steven C. H. Hoi:
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models. ICML 2023: 19730-19742 - [c16]Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi:
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning. NeurIPS 2023 - [c15]Dongxu Li, Junnan Li, Steven C. H. Hoi:
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing. NeurIPS 2023 - [i20]Junnan Li, Dongxu Li, Silvio Savarese, Steven C. H. Hoi:
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models. CoRR abs/2301.12597 (2023) - [i19]Zhen Qin, Xiaodong Han, Weixuan Sun, Bowen He, Dong Li, Dongxu Li, Yuchao Dai, Lingpeng Kong, Yiran Zhong:
Toeplitz Neural Network for Sequence Modeling. CoRR abs/2305.04749 (2023) - [i18]Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi:
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning. CoRR abs/2305.06500 (2023) - [i17]Dongxu Li, Junnan Li, Steven C. H. Hoi:
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing. CoRR abs/2305.14720 (2023) - [i16]Zhen Qin, Weixuan Sun, Kaiyue Lu, Hui Deng, Dongxu Li, Xiaodong Han, Yuchao Dai, Lingpeng Kong, Yiran Zhong:
Linearized Relative Positional Encoding. CoRR abs/2307.09270 (2023) - [i15]Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles:
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning. CoRR abs/2311.18799 (2023) - 2022
- [j2]Wenjia Niu, Kaihao Zhang, Dongxu Li, Wenhan Luo:
Four-player GroupGAN for weak expression recognition via latent expression magnification. Knowl. Based Syst. 251: 109304 (2022) - [c14]Dongxu Li, Chenchen Xu, Liu Liu, Yiran Zhong, Rong Wang, Lars Petersson, Hongdong Li:
Transcribing Natural Languages for the Deaf via Neural Editing Programs. AAAI 2022: 11991-11999 - [c13]Chenchen Xu, Dongxu Li, Hongdong Li, Hanna Suominen, Ben Swift:
Automatic Gloss Dictionary for Sign Language Learners. ACL (demo) 2022: 83-92 - [c12]Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi:
Align and Prompt: Video-and-Language Pre-training with Entity Prompts. CVPR 2022: 4943-4953 - [c11]Zhen Qin, Xiaodong Han, Weixuan Sun, Dongxu Li, Lingpeng Kong, Nick Barnes, Yiran Zhong:
The Devil in Linear Transformer. EMNLP 2022: 7025-7041 - [c10]Zhen Qin, Weixuan Sun, Hui Deng, Dongxu Li, Yunshen Wei, Baohong Lv, Junjie Yan, Lingpeng Kong, Yiran Zhong:
cosFormer: Rethinking Softmax In Attention. ICLR 2022 - [c9]Junnan Li, Dongxu Li, Caiming Xiong, Steven C. H. Hoi:
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation. ICML 2022: 12888-12900 - [i14]Junnan Li, Dongxu Li, Caiming Xiong, Steven C. H. Hoi:
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation. CoRR abs/2201.12086 (2022) - [i13]Zhen Qin, Weixuan Sun, Hui Deng, Dongxu Li, Yunshen Wei, Baohong Lv, Junjie Yan, Lingpeng Kong, Yiran Zhong:
cosFormer: Rethinking Softmax in Attention. CoRR abs/2202.08791 (2022) - [i12]Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi:
LAVIS: A Library for Language-Vision Intelligence. CoRR abs/2209.09019 (2022) - [i11]Zhen Qin, Xiaodong Han, Weixuan Sun, Dongxu Li, Lingpeng Kong, Nick Barnes, Yiran Zhong:
The Devil in Linear Transformer. CoRR abs/2210.10340 (2022) - [i10]Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi:
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models. CoRR abs/2212.10846 (2022) - 2021
- [j1]Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren:
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal. IEEE Trans. Image Process. 30: 7608-7619 (2021) - [c8]Dongxu Li, Chenchen Xu, Kaihao Zhang, Xin Yu, Yiran Zhong, Wenqi Ren, Hanna Suominen, Hongdong Li:
ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring. CVPR 2021: 7721-7731 - [c7]Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Björn Stenger, Wei Liu, Hongdong Li, Ming-Hsuan Yang:
Benchmarking Ultra-High-Definition Image Super-resolution. ICCV 2021: 14749-14758 - [i9]Dongxu Li, Chenchen Xu, Kaihao Zhang, Xin Yu, Yiran Zhong, Wenqi Ren, Hanna Suominen, Hongdong Li:
ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring. CoRR abs/2103.04260 (2021) - [i8]Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Lin Ma, Hongdong Li:
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal. CoRR abs/2103.07051 (2021) - [i7]Kaihao Zhang, Dongxu Li, Wenhan Luo, Wen-Yan Lin, Fang Zhao, Wenqi Ren, Wei Liu, Hongdong Li:
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework. CoRR abs/2103.12318 (2021) - [i6]Kaihao Zhang, Dongxu Li, Wenhan Luo, Jingyu Liu, Jiankang Deng, Wei Liu, Stefanos Zafeiriou:
EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset. CoRR abs/2110.05031 (2021) - [i5]Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi:
Align and Prompt: Video-and-Language Pre-training with Entity Prompts. CoRR abs/2112.09583 (2021) - [i4]Dongxu Li, Chenchen Xu, Liu Liu, Yiran Zhong, Rong Wang, Lars Petersson, Hongdong Li:
Transcribing Natural Languages for The Deaf via Neural Editing Programs. CoRR abs/2112.09600 (2021) - 2020
- [c6]Dongxu Li, Xin Yu, Chenchen Xu, Lars Petersson, Hongdong Li:
Transferring Cross-Domain Knowledge for Video Sign Language Recognition. CVPR 2020: 6204-6213 - [c5]Dongxu Li, Stanley Bak, Sergiy Bogomolov:
Reachability Analysis of Nonlinear Systems Using Hybridization and Dynamics Scaling. FORMATS 2020: 265-282 - [c4]Dongxu Li, Chenchen Xu, Xin Yu, Kaihao Zhang, Benjamin Swift, Hanna Suominen, Hongdong Li:
TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation. NeurIPS 2020 - [c3]Dongxu Li, Cristian Rodriguez Opazo, Xin Yu, Hongdong Li:
Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison. WACV 2020: 1448-1458 - [i3]Dongxu Li, Xin Yu, Chenchen Xu, Lars Petersson, Hongdong Li:
Transferring Cross-domain Knowledge for Video Sign Language Recognition. CoRR abs/2003.03703 (2020) - [i2]Dongxu Li, Chenchen Xu, Xin Yu, Kaihao Zhang, Ben Swift, Hanna Suominen, Hongdong Li:
TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation. CoRR abs/2010.05468 (2020)
2010 – 2019
- 2019
- [c2]Sergiy Bogomolov, Goran Frehse, Amit Gurung, Dongxu Li, Georg Martius, Rajarshi Ray:
Falsification of hybrid systems using symbolic reachability and trajectory splicing. HSCC 2019: 1-10 - [i1]Dongxu Li, Cristian Rodriguez Opazo, Xin Yu, Hongdong Li:
Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison. CoRR abs/1910.11006 (2019) - 2018
- [c1]Dongxu Li, Enrico Scala, Patrik Haslum, Sergiy Bogomolov:
Effect-Abstraction Based Relaxation for Linear Numeric Planning. IJCAI 2018: 4787-4793
Coauthor Index
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