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Li, Changsheng

  1. Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
    2024/10/02 by Xi Chen, Chen, Xi, Kai Feng +10 · 19 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence Applications #Artificial Intelligence in Law #FOS: Computer and information sciences #Legal Education and Practice Innovations #Machine Learning (cs.LG)
  2. Keypoint-based Progressive Chain-of-Thought Distillation for LLMs
    2024/05/25 by Kaituo Feng, Feng, Kaituo, Changsheng Li +9 · 10 citations
    Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  3. Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score
    2023/05/25 by Shuhai Zhang, Feng Liu, Zhang, Shuhai +11 · 7 citations
    Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Inference
  4. RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models
    2024/10/17 by Haoran Hao, Hao, Haoran, Jiaming Han +7 · 9 citations
    Computer Science · Psychology · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Educational Games and Gamification #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Multimedia (cs.MM)
  5. Characterizing Driving Styles with Deep Learning
    2016/07/13 by Dong, Weishan, Li, Jian, Yao, Renjie +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving
    2024/03/02 by Feng, Kaituo, Li, Changsheng, Ren, Dongchun +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior
    2021/05/09 by Zhang, Kaihao, Luo, Wenhan, Yu, Yanjiang +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. A Self-Paced Regularization Framework for Multi-Label Learning
    2016/03/22 by Changsheng Li, Li, Changsheng, Fan Wei +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Text and Document Classification Technologies #Web Data Mining and Analysis
  9. Self-Paced Multi-Task Learning
    2016/04/06 by Changsheng Li, Junchi Yan, Li, Changsheng +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Text and Document Classification Technologies
  10. Autoencoder Regularized Network For Driving Style Representation Learning
    2017/01/05 by Dong, Weishan, Yuan, Ting, Yang, Kai +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  11. On Deep Unsupervised Active Learning
    2020/07/28 by Changsheng Li, Handong Ma, Li, Changsheng +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  12. Deep Unsupervised Active Learning on Learnable Graphs
    2021/11/08 by Handong Ma, Changsheng Li, Ma, Handong +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Online Learning and Analytics
  13. Blind Face Restoration: Benchmark Datasets and a Baseline Model
    2022/06/08 by Zhang, Puyang, Zhang, Kaihao, Luo, Wenhan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. PhysGM: Large Physical Gaussian Model for Feed-Forward 4D Synthesis
    2025/08/19 by Chenyang Lv, Lv, Chunji, Zequn Chen +12 · 2 citations
    Decision Sciences · #Scientific Computing and Data Management
  15. Excitation Trajectory Optimization for Dynamic Parameter Identification Using Virtual Constraints in Hands-on Robotic System
    2024/01/29 by Huanyu Tian, Tian, Huanyu, Martin Huber +11 · 1 citation
    Engineering · #FOS: Computer and information sciences #Robotic Locomotion and Control #Robotic Mechanisms and Dynamics #Robotics (cs.RO) #Vehicle Dynamics and Control Systems