Su, Weijie
- InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
2023/12/21 by Chen, Zhe, Wu, Jiannan, Wang, Wenhai +12 · 552 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Deformable DETR: Deformable Transformers for End-to-End Object Detection
2020/10/08 by Xizhou Zhu, Zhu, Xizhou, Weijie Su +9 · 285 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
2025/04/14 by Zhu, Jinguo, Wang, Weiyun, Chen, Zhe +48 · 522 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights
2015/03/04 by Su, Weijie, Boyd, Stephen, Candes, Emmanuel J. · 44 citations
#Classical Analysis and ODEs (math.CA) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
2025/08/25 by Wang, Weiyun, Gao, Zhangwei, Gu, Lixin +72 · 260 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- VL-BERT: Pre-training of Generic Visual-Linguistic Representations
2019/08/22 by Weijie Su, Su, Weijie, Xizhou Zhu +11 · 36 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory
2023/05/25 by Xizhou Zhu, Yuntao Chen, Zhu, Xizhou +23 · 20 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Intern-S1: A Scientific Multimodal Foundation Model
2025/08/21 by Bai, Lei, Cai, Zhongrui, Cao, Yuhang +173 · 1 voice · 28 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The alignment property of SGD noise and how it helps select flat minima: A stability analysis
2022/07/06 by Lei Wu, Mingze Wang, Wu, Lei +3 · 7 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning #Advanced Graph Neural Networks
- Do Large Language Models (Really) Need Statistical Foundations?
2025/05/25 by Weijie Su, Su, Weijie · 4 voices · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents
2025/07/25 by Xuehui Wang, Wang, Xuehui, Zhenyu Wu +47 · 23 citations
Computer Science · Psychology · #Advanced Software Engineering Methodologies #Human-Automation Interaction and Safety #Social Robot Interaction and HRI
- ZeroGUI: Automating Online GUI Learning at Zero Human Cost
2025/05/29 by Chenyu Yang, Shiqian Su, Yang, Chenyu +21 · 14 citations
Computer Science · Engineering · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Social Robot Interaction and HRI
- PolarGrad: A Class of Matrix-Gradient Optimizers from a Unifying Preconditioning Perspective
2025/05/27 by Lau, Tim Tsz-Kit, Long, Qi, Su, Weijie · 14 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models
2024/12/12 by Yang, Chenyu, Dong, Xuan, Zhu, Xizhou +7 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Group SLOPE - adaptive selection of groups of predictors
2016/10/17 by Damian Brzyski, Brzyski, Damian, Gossmann, Alexej +3 · 2 citations
Decision Sciences · Computer Science · Mathematics · #Optimal Experimental Design Methods #Advanced Multi-Objective Optimization Algorithms #Statistical Methods and Inference
- Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information
2022/11/17 by Su, Weijie, Zhu, Xizhou, Tao, Chenxin +7 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment
2023/04/14 by Rachel Cummings, Cummings, Rachel, Damien Desfontaines +45 · 3 citations
Social Sciences · #Privacy, Security, and Data Protection
- SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax
2015/03/29 by Weijie Su, Emmanuel J. Candès, Su, Weijie +1 · 3 citations
Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Mathematical Approximation and Integration #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
- Siamese Image Modeling for Self-Supervised Vision Representation Learning
2022/06/02 by Tao, Chenxin, Zhu, Xizhou, Su, Weijie +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review
2024/08/24 by Su, Buxin, Zhang, Jiayao, Collina, Natalie +6 · 4 citations
#Applications (stat.AP) #Computer Science and Game Theory (cs.GT) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Familywise Error Rate Control via Knockoffs
2015/05/25 by Lucas Janson, Janson, Lucas, Weijie Su +1 · 1 citation
Decision Sciences · Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #Optimal Experimental Design Methods #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- False Discoveries Occur Early on the Lasso Path
2015/11/05 by Su, Weijie, Bogdan, Malgorzata, Candes, Emmanuel · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Private False Discovery Rate Control
2015/11/12 by Cynthia Dwork, Weijie Su, Dwork, Cynthia +3 · 2 citations
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
- Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing
2019/07/17 by Bu, Zhiqi, Klusowski, Jason, Rush, Cynthia +1 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Statistics Theory (math.ST) #electronic engineering #information engineering
- ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
2025/09/18 by Liu, Zhaoyang, Xie, Jingjing, Ding, Zichen +27 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Shifted Interpolation for Differential Privacy
2024/03/01 by Jinho Bok, Weijie Su, Bok, Jinho +3 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Statistics Theory (math.ST)
- WildfireGPT: Tailored Large Language Model for Wildfire Analysis
2024/02/12 by Yangxinyu Xie, Xie, Yangxinyu, Jiang, Bowen +21 · 1 citation
Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fire effects on ecosystems
- Robust Learning Rate Selection for Stochastic Optimization via Splitting Diagnostic
2019/10/18 by Matteo Sordello, Sordello, Matteo, Hangfeng He +4 · 2 citations
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Sparse and Compressive Sensing Techniques
- Isotropic Curvature Model for Understanding Deep Learning Optimization: Is Gradient Orthogonalization Optimal?
2025/11/01 by Weijie Su, Su, Weijie · 3 citations
Computer Science · Materials Science · #Stochastic Gradient Optimization Techniques #Machine Learning in Materials Science #Machine Learning and Data Classification
- Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning
2024/06/11 by Yang, Chenyu, Zhu, Xizhou, Zhu, Jinguo +9 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning
2025/10/13 by Yang, Ganlin, Zhang, Tianyi, Hao, Haoran +15 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation
2025/04/24 by Yangxinyu Xie, Bowen Jiang, Xie, Yangxinyu +23 · 2 citations
Computer Science · Engineering · #Advanced Computational Techniques and Applications #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fire Detection and Safety Systems