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Yang, Senqiao

  1. VisionZip: Longer is Better but Not Necessary in Vision Language Models
    2024/12/05 by Senqiao Yang, Yukang Chen, Yang, Senqiao +11 · 63 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  2. RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
    2024/06/06 by Jiaming Liu, Mengzhen Liu, Liu, Jiaming +16 · 42 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Robot Manipulation and Learning #Robotics and Automated Systems
  3. Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
    2024/06/26 by Xin Lai, Lai, Xin, Zhuotao Tian +9 · 43 citations
    Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms #Semantic Web and Ontologies
  4. LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding
    2023/12/21 by Yang, Senqiao, Liu, Jiaming, Zhang, Ray +7 · 18 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction
    2023/03/17 by Senqiao Yang, Yang, Senqiao, Jiarui Wu +15 · 9 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
  6. ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
    2023/06/07 by Jiaming Liu, Liu, Jiaming, Senqiao Yang +12 · 9 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  7. Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier
    2022/11/21 by Zelin Zang, Lei Shang, Zang, Zelin +9 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  8. LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model
    2023/12/28 by Senqiao Yang, Yang, Senqiao, Tianyuan Qu +11 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  9. Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition
    2024/12/12 by Zhong, Zhisheng, Wang, Chengyao, Liu, Yuqi +12 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  10. Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation
    2023/12/19 by Liu, Jiaming, Xu, Ran, Yang, Senqiao +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
    2025/07/17 by Yang, Senqiao, Li, Junyi, Lai, Xin +3 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma?
    2025/03/16 by Qu, Tianyuan, Tang, Longxiang, Peng, Bohao +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Typicalness-Aware Learning for Failure Detection
    2024/11/04 by Yijun Liu, Jiequan Cui, Liu, Yijun +11 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Software Testing and Debugging Techniques
  14. Unified Language-driven Zero-shot Domain Adaptation
    2024/04/10 by Yang, Senqiao, Tian, Zhuotao, Jiang, Li +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection
    2022/07/08 by Zelin Zang, Zang, Zelin, Yongjie Xu +7 · 1 citation
    Computer Science · Engineering · #AI in cancer detection #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Neural Networks and Applications
  16. Mitigating Object Hallucinations via Sentence-Level Early Intervention
    2025/07/16 by Peng, Shangpin, Yang, Senqiao, Jiang, Li +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs
    2025/06/11 by Weinong Wang, Peng, Shangpin, Wang, Weinong +16 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Recommender Systems and Techniques