Chen, Yanxi
- EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism
2023/12/08 by Yanxi Chen, Chen, Yanxi, Xuchen Pan +7 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
- On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
2025/08/15 by Zhang, Wenhao, Xie, Yuexiang, Sun, Yuchang +5 · 28 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Boosting Single Positive Multi-label Classification with Generalized Robust Loss
2024/05/06 by Yanxi Chen, Chunxiao Li, Chen, Yanxi +15 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
- Learning Mixtures of Linear Dynamical Systems
2022/01/26 by Yanxi Chen, Chen, Yanxi, H. Vincent Poor +1 · 2 citations
Engineering · Computer Science · #Control Systems and Identification #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
- Provable Scaling Laws for the Test-Time Compute of Large Language Models
2024/11/29 by Yanxi Chen, Chen, Yanxi, Yaliang Li +6 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models
2025/03/06 by Wenhui Zhu, Zhu, Wenhui, Xin Li +19 · 6 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #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 #Retinal Imaging and Analysis
- Enhancing Latent Computation in Transformers with Latent Tokens
2025/05/19 by Yanxi Chen, Sun, Yuchang, Yaliang Li +4 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Topic Modeling
- Fast Computation of Optimal Transport via Entropy-Regularized Extragradient Methods
2023/01/30 by Li, Gen, Chen, Yanxi, Huang, Yu +3 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement
2024/09/17 by Dong, Xuanzhao, Vasa, Vamsi Krishna, Zhu, Wenhui +7 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- EE-Tuning: An Economical yet Scalable Solution for Tuning Early-Exit Large Language Models
2024/02/01 by Xuchen Pan, Pan, Xuchen, Yanxi Chen +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- AMG: Avatar Motion Guided Video Generation
2024/09/02 by Zhangsihao Yang, Yang, Zhangsihao, Mengyi Shan +11 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation