Fangcheng Fu
- Retrieval-Augmented Generation for AI-Generated Content: A Survey
2024/02/29 by Penghao Zhao, Hailin Zhang, Zhao, Penghao +18 · 3 voices · 57 citations
Computer Science · #cs.CV
- PQCache: Product Quantization-based KVCache for Long Context LLM Inference
2024/07/01 by Hailin Zhang, Zhang, Hailin, Xiaodong Ji +13 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- FlexSP: Accelerating Large Language Model Training via Flexible Sequence Parallelism
2024/12/02 by Y X Wang, Wang, Yujie, Shiju Wang +17 · 12 citations
Computer Science · #Distributed #Educational Technology and Assessment #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #and Cluster Computing (cs.DC)
- ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments
2025/02/13 by Youhe Jiang, Jiang, Youhe, Fangcheng Fu +11 · 10 citations
Computer Science · #IoT and Edge/Fog Computing #Cloud Computing and Resource Management #Software System Performance and Reliability
- Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference
2023/05/27 by Zihao Yu, Haoyang Li, Yu, Zihao +7 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent
2023/03/06 by Xiaonan Nie, Nie, Xiaonan, Yi Liu +13 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization
2024/10/17 by Haoyang Li, Li, Haoyang, Fangcheng Fu +16 · 2 citations
Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning in Healthcare #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Gradual Learning: Optimizing Fine-Tuning with Partially Mastered Knowledge in Large Language Models
2024/10/08 by Bozhou Li, Li, Bozhou, Hao Liang +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning
2023/10/24 by Yuxiang Wang, Wang, Yuxiang, Xiao Yan +13 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks