Shengen Yan

1. Deep Image: Scaling up Image Recognition
   2015/01/13 by Wu Ren, Ren Wu, Wu, Ren +8 · 1 voice · 10 citations
   Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
2. A Survey on Efficient Inference for Large Language Models
   2024/04/22 by Zixuan Zhou, Xuefei Ning, Zhou, Zixuan +27 · 36 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
3. Optimizing Network Performance for Distributed DNN Training on GPU Clusters: ImageNet/AlexNet Training in 1.5 Minutes
   2019/02/19 by Peng Sun, Wansen Feng, Sun, Peng +7 · 1 voice · 2 citations
   Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #cs.DC
4. DiTFastAttn: Attention Compression for Diffusion Transformer Models
   2024/06/12 by Zhihang Yuan, Hanling Zhang, Yuan, Zhihang +15 · 29 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
5. ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
   2024/06/04 by Tianchen Zhao, Tongcheng Fang, Zhao, Tianchen +21 · 16 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing
6. Mixture of Attention Spans: Optimizing LLM Inference Efficiency with Heterogeneous Sliding-Window Lengths
   2024/06/21 by Tianyu Fu, Haofeng Huang, Fu, Tianyu +23 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
7. Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
   2024/07/01 by Enshu Liu, Liu, Enshu, Junyi Zhu +15 · 12 citations
   Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
8. Evaluating Quantized Large Language Models
   2024/02/28 by Shiyao Li, Xuefei Ning, Li, Shiyao +14 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
9. R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing
   2025/05/27 by Tianyu Fu, Yi Ge, Fu, Tianyu +16 · 2 voices · 6 citations
   Computer Science · Materials Science · #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.PF
10. MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization
    2024/05/28 by Tianchen Zhao, Zhao, Tianchen, Xuefei Ning +15 · 7 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Radiomics and Machine Learning in Medical Imaging
11. MBQ: Modality-Balanced Quantization for Large Vision-Language Models
    2024/12/27 by Shiyao Li, Li, Shiyao, Yingchun Hu +22 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
12. Proteus: Simulating the Performance of Distributed DNN Training
    2023/06/04 by Jiangfei Duan, Duan, Jiangfei, Xiuhong Li +11 · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
13. PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs
    2025/05/24 by Tengxuan Liu, Shiyao Li, Liu, Tengxuan +15 · 3 citations
    Computer Science · Engineering · #Advanced Data Storage Technologies #Advancements in Photolithography Techniques #Algorithms and Data Compression
14. VGDFR: Diffusion-based Video Generation with Dynamic Latent Frame Rate
    2025/04/16 by Zhihang Yuan, Yuan, Zhihang, Rui Xie +12 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Video Analysis and Summarization