Yifang Chen

1. First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach
   2021/12/07 by Andrew Wagenmaker, Yifang Chen, Wagenmaker, Andrew +7 · 4 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
2. CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning
   2024/05/29 by Yiping Wang, Wang, Yiping, Yifang Chen +11 · 1 voice · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
3. An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models
   2024/01/12 by Gantavya Bhatt, Yifang Chen, Bhatt, Gantavya +21 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
4. The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity
   2024/12/09 by Yifang Chen, Xiaoyu Li, Chen, Yifang +7 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Computation and Language (cs.CL) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Improved Corruption Robust Algorithms for Episodic Reinforcement\n Learning
   2021/02/13 by Yifang Chen, Chen, Yifang, Simon S. Du +3 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
6. Improved Active Multi-Task Representation Learning via Lasso
   2023/06/05 by Yiping Wang, Yifang Chen, Wang, Yiping +5 · 1 citation
   Computer Science · Engineering · Decision Sciences · #Domain Adaptation and Few-Shot Learning #Sparse and Compressive Sensing Techniques #Advanced Bandit Algorithms Research
7. I Know About "Up"! Enhancing Spatial Reasoning in Visual Language Models Through 3D Reconstruction
   2024/07/19 by Zaiqiao Meng, Meng, Zaiqiao, Hao Zhou +3 · 1 citation
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Spatial Cognition and Navigation #Speech and dialogue systems
8. Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches
   2025/03/03 by Yifang Chen, Chen, Yifang, Xuyang Guo +9 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques
9. Universal Approximation of Visual Autoregressive Transformers
   2025/02/10 by Yifang Chen, Xiaoyu Li, Chen, Yifang +7 · 1 citation
   Neuroscience · Physics and Astronomy · #Visual perception and processing mechanisms #Color Science and Applications
10. One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models
    2026/07/21 by Jiayi Yang, Yifang Chen, Yuanfu Sun +2
    #cs.LG