Niu, Xueyan
- Extending Context Window of Large Language Models via Semantic Compression
2023/12/15 by Weizhi Fei, Xueyan Niu, Fei, Weizhi +11 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory
2024/05/14 by Xueyan Niu, Bofeng Bai, Niu, Xueyan +5 · 4 citations
Arts and Humanities · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Theatre and Performance Studies
- Learning predictable and robust neural representations by straightening image sequences
2024/11/04 by Niu, Xueyan, Savin, Cristina, Simoncelli, Eero P. · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Conditional Rate-Distortion-Perception Trade-Off
2023/05/16 by Xueyan Niu, Niu, Xueyan, Denız Gündüz +5 · 2 citations
Computer Science · Engineering · #Advanced Data Compression Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Wireless Communication Security Techniques
- Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding
2024/06/18 by Weizhi Fei, Fei, Weizhi, Xueyan Niu +11 · 2 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Topic Modeling
- A Hybrid Wireless Image Transmission Scheme with Diffusion
2023/08/16 by Niu, Xueyan, Wang, Xu, Gündüz, Deniz +3 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference
2025/01/22 by Fei, Weizhi, Niu, Xueyan, Xie, Guoqing +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Computation of Rate-Distortion-Perception Functions With Wasserstein Barycenter
2023/04/28 by Chunhui Chen, Chen, Chunhui, Xueyan Niu +11 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #FOS: Computer and information sciences #Image and Signal Denoising Methods #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques
- Manifold Transform by Recurrent Cortical Circuit Enhances Robust Encoding of Familiar Stimuli
2024/08/20 by Weifan Wang, Xueyan Niu, Wang, Weifan +3 · 1 citation
Computer Science · Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Biological sciences #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)