Xueyan Niu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Diffusion Models

Video Compression

Information Geometry

Alternating Minimization

Top Venues

IEEE Trans. Inf. Theory

Publications

Selim F. Yilmaz, Xueyan Niu, Bo Bai, Wei Han, Lei Deng, Deniz Gündüz
High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models. INFOCOM (Workshops) (2024)
Weizhi Fei, Xueyan Niu, Guoqing Xie, Yanhua Zhang, Bo Bai, Lei Deng, Wei Han
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding. CoRR (2024)
Yanan Dou, Yanqing Liu, Xueyan Niu, Bo Bai, Wei Han, Yanlin Geng
Blahut-Arimoto Algorithms for Inner and Outer Bounds on Capacity Regions of Broadcast Channels. Entropy 26 (3) (2024)
Bohan Li, Yiming Liu, Xueyan Niu, Bo Bai, Lei Deng, Deniz Gündüz
Extreme Video Compression with Pre-trained Diffusion Models. CoRR (2024)
Weizhi Fei, Xueyan Niu, Pingyi Zhou, Lu Hou, Bo Bai, Lei Deng, Wei Han
Extending Context Window of Large Language Models via Semantic Compression. ACL (Findings) (2024)
Xueyan Niu, Bo Bai, Lei Deng, Wei Han
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory. CoRR (2024)
Viktor Harangi, Xueyan Niu, Bo Bai
Conditional Graph Entropy as an Alternating Minimization Problem. IEEE Trans. Inf. Theory 70 (2) (2024)
Chunhui Chen, Xueyan Niu, Wenhao Ye, Hao Wu, Bo Bai
Computation and Critical Transitions of Rate-Distortion-Perception Functions With Wasserstein Barycenter. CoRR (2024)
Dan Li, Xueyan Niu, Jihang Yang, Ruze Zhang, Bo Bai
Characterization of the Rate Region for Multi-Source Multicast Network Coding. ICCC Workshops (2023)
Xueyan Niu, Xu Wang, Deniz Gündüz, Bo Bai, Weichao Chen, Guohua Zhou
A Hybrid Wireless Image Transmission Scheme with Diffusion. CoRR (2023)
Xueyan Niu, Deniz Gündüz, Bo Bai, Wei Han
Conditional Rate-Distortion-Perception Trade-Off. ISIT (2023)
Viktor Harangi, Xueyan Niu, Bo Bai
Generalizing Körner's graph entropy to graphons. Eur. J. Comb. 114 (2023)
Selim F. Yilmaz, Xueyan Niu, Bo Bai, Wei Han, Lei Deng, Deniz Gündüz
High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models. CoRR (2023)
Chunhui Chen, Xueyan Niu, Wenhao Ye, Shitong Wu, Bo Bai, Weichao Chen, Sian-Jheng Lin
Computation of Rate-Distortion-Perception Functions With Wasserstein Barycenter. CoRR (2023)
Weizhi Fei, Xueyan Niu, Pingyi Zhou, Lu Hou, Bo Bai, Lei Deng, Wei Han
Extending Context Window of Large Language Models via Semantic Compression. CoRR (2023)
Chunhui Chen, Xueyan Niu, Wenhao Ye, Shitong Wu, Bo Bai, Weichao Chen, Sian-Jheng Lin
Computation of Rate-Distortion-Perception Functions With Wasserstein Barycenter. ISIT (2023)
Xueyan Niu, Xu Wang, Deniz Gündüz, Bo Bai, Weichao Chen, Guohua Zhou
A Hybrid Wireless Image Transmission Scheme with Diffusion. SPAWC (2023)
Xueyan Niu, Deniz Gündüz, Bo Bai, Wei Han
Conditional Rate-Distortion-Perception Trade-Off. CoRR (2023)
Xueyan Niu, Xiaoyun Li, Ping Li
Learning Cluster Causal Diagrams: An Information-Theoretic Approach. IJCAI (2022)
Viktor Harangi, Xueyan Niu, Bo Bai
Generalizing Körner's graph entropy to graphons. CoRR (2022)
Viktor Harangi, Xueyan Niu, Bo Bai
Conditional graph entropy as an alternating minimization problem. CoRR (2022)
Xueyan Niu, Christopher J. Quinn
Information Flow in Markov Chains. CDC (2021)
Xueyan Niu, Christopher J. Quinn
Synergy and Redundancy Duality Between Gaussian Multiple Access and Broadcast Channels. ISITA (2020)
Xueyan Niu, Christopher J. Quinn
A Measure of Synergy, Redundancy, and Unique Information using Information Geometry. ISIT (2019)