He, Yutong
- SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
2021/08/02 by Chenlin Meng, Meng, Chenlin, Yutong He +11 · 1 voice · 226 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Cell Image Analysis Techniques
- Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
2023/10/01 by Dongjun Kim, Chieh-Hsin Lai, Kim, Dongjun +15 · 96 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
2022/07/17 by Cong, Yezhen, Khanna, Samar, Meng, Chenlin +6 · 42 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Manifold Preserving Guided Diffusion
2023/11/28 by He, Yutong, Murata, Naoki, Lai, Chieh-Hsin +8 · 21 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
2023/05/01 by Gengchen Mai, Mai, Gengchen, Ni Lao +7 · 6 citations
Computer Science · #68T07 #68T45 #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.10 #I.5.1 #I.5.4 #J.2 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Subspace Optimization for Large Language Models with Convergence Guarantees
2024/10/15 by Yutong He, He, Yutong, Peichao Li +7 · 11 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Speech Recognition and Synthesis #Topic Modeling
- Localized Text-to-Image Generation for Free via Cross Attention Control
2023/06/26 by Yutong He, He, Yutong, Ruslan Salakhutdinov +3 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?
2023/05/25 by Yutong He, He, Yutong, Xinmeng Huang +3 · 3 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Inverse Gertsenshtein effect as a probe of high-frequency gravitational waves
2023/12/29 by Yutong He, Sambit K. Giri, He, Yutong +7 · 2 citations
Earth and Planetary Sciences · Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Geophysics and Gravity Measurements #Pulsars and Gravitational Waves Research #Radio Astronomy Observations and Technology
- Prompt Recovery for Image Generation Models: A Comparative Study of Discrete Optimizers
2024/08/12 by Joshua Nathaniel Williams, Avi Schwarzschild, Williams, Joshua Nathaniel +3 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- CentroidKV: Efficient Long-Context LLM Inference via KV Cache Clustering
2025/06/13 by Jie Hu, Shengnan Wang, Hu, Jie +19 · 4 citations
Computer Science · #Algorithms and Data Compression #Caching and Content Delivery #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Packet Processing and Optimization
- Modified gravity approaches to the cosmological constant problem
2022/10/13 by The FADE Collaboration, Bernardo, Heliudson, Bose, Benjamin +5 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Theory (hep-th)
- Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression
2023/05/12 by Yutong He, He, Yutong, Xinmeng Huang +7 · 1 citation
Computer Science · Engineering · #Distributed #Error Correcting Code Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models
2025/02/03 by G.C. Chen, Chen, Guanduo, Yinzhi He +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation
2024/03/28 by He, Yutong, Robey, Alexander, Murata, Naoki +7 · 1 citation
#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)
- A Mathematics-Inspired Learning-to-Optimize Framework for Decentralized Optimization
2024/10/02 by He, Yutong, Shang, Qiulin, Huang, Xinmeng +2 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Greedy Low-Rank Gradient Compression for Distributed Learning with Convergence Guarantees
2025/07/11 by Chen, Chuyan, He, Yutong, Li, Pengrui +2 · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)