Zongyu Guo

Senior Researcher

Publications

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- From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations
  
  Yuchen Guan, X. Li, Zongyu Guo, Xiaoyi Zhang, Xiulian Peng, Chun Yuan, Yan Lu
  
  ICML 2026 | June 2026
  
  Publication
- Ultra-Fast Neural Video Compression
  
  Jiahao Li, Wenxuan Xie, Zhaoyang Jia, Bin Li, Zongyu Guo, Xiaoyi Zhang, Yan Lu
  
  CVPR 2026 | June 2026
  
  Publication
- Integer-Centric Neural Video Compression
  
  Zhaoyang Jia, Wenxuan Xie, Zongyu Guo, Bin Li, Jiahao Li, Houqiang Li, Yan Lu
  
  ICLR 2026 | June 2026
  
  Publication
- An Efficient Streaming Video Understanding Framework with Agentic Control
  
  Jinming Liu, Jianguo Huang, Zhaoyang Jia, Jiahao Li, Xiaoyi Zhang, Zongyu Guo, Bin Li, Wenjun Zeng, Yan Lu, Xin Jin
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- CoD-Lite: Real-Time Diffusion-Based Generative Image Compression
  
  Bin Li, Zhaoyang Jia, Naifu Xue, Zihan Zheng, Jiahao Li, Xiaoyi Zhang, Zongyu Guo, Yuan Zhang, Houqiang Li, Yan Lu
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Generative Video Compression with One-Dimensional Latent Representation
  
  Zihan Zheng, Zhaoyang Jia, Naifu Xue, Jiahao Li, Bin Li, Zongyu Guo, Xiaoyi Zhang, Zhenghao Chen, Houqiang Li, Yan Lu
  
  March 2026
  
  arXiv | March 2026
  
  Publication
- Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models
  
  Jiajun He, Zongyu Guo, Zhaoyang Jia, Xiaoyi Zhang, Jiahao Li, Xiao Li, Bin Li, José Miguel Hernández-Lobato, Yan Lu
  
  2026 ICML 2026 | March 2026
  
  Publication Publication
- Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
  
  Xiaoyi Zhang, Zhaoyang Jia, Zongyu Guo, Jiahao Li, Bin Li, Houqiang Li, Yan Lu
  
  NeurIPS 2025 | May 2025
  
  DOI

- From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations
  
  Yuchen Guan, X. Li, Zongyu Guo, Xiaoyi Zhang, Xiulian Peng, Chun Yuan, Yan Lu
  
  ICML 2026 | June 2026
  
  Publication
- Ultra-Fast Neural Video Compression
  
  Jiahao Li, Wenxuan Xie, Zhaoyang Jia, Bin Li, Zongyu Guo, Xiaoyi Zhang, Yan Lu
  
  CVPR 2026 | June 2026
  
  Publication
- Integer-Centric Neural Video Compression
  
  Zhaoyang Jia, Wenxuan Xie, Zongyu Guo, Bin Li, Jiahao Li, Houqiang Li, Yan Lu
  
  ICLR 2026 | June 2026
  
  Publication
- An Efficient Streaming Video Understanding Framework with Agentic Control
  
  Jinming Liu, Jianguo Huang, Zhaoyang Jia, Jiahao Li, Xiaoyi Zhang, Zongyu Guo, Bin Li, Wenjun Zeng, Yan Lu, Xin Jin
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- CoD-Lite: Real-Time Diffusion-Based Generative Image Compression
  
  Bin Li, Zhaoyang Jia, Naifu Xue, Zihan Zheng, Jiahao Li, Xiaoyi Zhang, Zongyu Guo, Yuan Zhang, Houqiang Li, Yan Lu
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models
  
  Jiajun He, Zongyu Guo, Zhaoyang Jia, Xiaoyi Zhang, Jiahao Li, Xiao Li, Bin Li, José Miguel Hernández-Lobato, Yan Lu
  
  2026 ICML 2026 | March 2026
  
  Publication Publication
- Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
  
  Xiaoyi Zhang, Zhaoyang Jia, Zongyu Guo, Jiahao Li, Bin Li, Houqiang Li, Yan Lu
  
  NeurIPS 2025 | May 2025
  
  DOI
- Integer-Centric Neural Video Compression
  
  Zhaoyang Jia, Wenxuan Xie, Zongyu Guo, Bin Li, Jiahao Li, Houqiang Li, Yan Lu
  
  ICLR 2026 | June 2026
  
  Publication
- An Efficient Streaming Video Understanding Framework with Agentic Control
  
  Jinming Liu, Jianguo Huang, Zhaoyang Jia, Jiahao Li, Xiaoyi Zhang, Zongyu Guo, Bin Li, Wenjun Zeng, Yan Lu, Xin Jin
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- CoD-Lite: Real-Time Diffusion-Based Generative Image Compression
  
  Bin Li, Zhaoyang Jia, Naifu Xue, Zihan Zheng, Jiahao Li, Xiaoyi Zhang, Zongyu Guo, Yuan Zhang, Houqiang Li, Yan Lu
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models
  
  Jiajun He, Zongyu Guo, Zhaoyang Jia, Xiaoyi Zhang, Jiahao Li, Xiao Li, Bin Li, José Miguel Hernández-Lobato, Yan Lu
  
  2026 ICML 2026 | March 2026
  
  Publication Publication
- Generative Video Compression with One-Dimensional Latent Representation
  
  Zihan Zheng, Zhaoyang Jia, Naifu Xue, Jiahao Li, Bin Li, Zongyu Guo, Xiaoyi Zhang, Zhenghao Chen, Houqiang Li, Yan Lu
  
  March 2026
  
  arXiv | March 2026
  
  Publication

- From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations
  
  Yuchen Guan, X. Li, Zongyu Guo, Xiaoyi Zhang, Xiulian Peng, Chun Yuan, Yan Lu
  
  ICML 2026 | June 2026
  
  Publication
- Ultra-Fast Neural Video Compression
  
  Jiahao Li, Wenxuan Xie, Zhaoyang Jia, Bin Li, Zongyu Guo, Xiaoyi Zhang, Yan Lu
  
  CVPR 2026 | June 2026
  
  Publication
- Integer-Centric Neural Video Compression
  
  Zhaoyang Jia, Wenxuan Xie, Zongyu Guo, Bin Li, Jiahao Li, Houqiang Li, Yan Lu
  
  ICLR 2026 | June 2026
  
  Publication
- Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models
  
  Jiajun He, Zongyu Guo, Zhaoyang Jia, Xiaoyi Zhang, Jiahao Li, Xiao Li, Bin Li, José Miguel Hernández-Lobato, Yan Lu
  
  2026 ICML 2026 | March 2026
  
  Publication Publication
- Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
  
  Xiaoyi Zhang, Zhaoyang Jia, Zongyu Guo, Jiahao Li, Bin Li, Houqiang Li, Yan Lu
  
  NeurIPS 2025 | May 2025
  
  DOI
- An Efficient Streaming Video Understanding Framework with Agentic Control
  
  Jinming Liu, Jianguo Huang, Zhaoyang Jia, Jiahao Li, Xiaoyi Zhang, Zongyu Guo, Bin Li, Wenjun Zeng, Yan Lu, Xin Jin
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- CoD-Lite: Real-Time Diffusion-Based Generative Image Compression
  
  Bin Li, Zhaoyang Jia, Naifu Xue, Zihan Zheng, Jiahao Li, Xiaoyi Zhang, Zongyu Guo, Yuan Zhang, Houqiang Li, Yan Lu
  
  April 2026
  
  arXiv | April 2026
  
  Publication
- Generative Video Compression with One-Dimensional Latent Representation
  
  Zihan Zheng, Zhaoyang Jia, Naifu Xue, Jiahao Li, Bin Li, Zongyu Guo, Xiaoyi Zhang, Zhenghao Chen, Houqiang Li, Yan Lu
  
  March 2026
  
  arXiv | March 2026
  
  Publication

Zongyu Guo

Publications

From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations

Ultra-Fast Neural Video Compression

Integer-Centric Neural Video Compression

An Efficient Streaming Video Understanding Framework with Agentic Control

CoD-Lite: Real-Time Diffusion-Based Generative Image Compression

Generative Video Compression with One-Dimensional Latent Representation

Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models

Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding

From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations

Ultra-Fast Neural Video Compression

Integer-Centric Neural Video Compression

An Efficient Streaming Video Understanding Framework with Agentic Control

CoD-Lite: Real-Time Diffusion-Based Generative Image Compression

Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models

Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding

Integer-Centric Neural Video Compression

An Efficient Streaming Video Understanding Framework with Agentic Control

CoD-Lite: Real-Time Diffusion-Based Generative Image Compression

Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models

Generative Video Compression with One-Dimensional Latent Representation

From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations

Ultra-Fast Neural Video Compression

Integer-Centric Neural Video Compression

Compression as Adaptation: Implicit Visual Representation with Diffusion Foundation Models

Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding

An Efficient Streaming Video Understanding Framework with Agentic Control

CoD-Lite: Real-Time Diffusion-Based Generative Image Compression

Generative Video Compression with One-Dimensional Latent Representation

Contact Zongyu Guo

Microsoft Research Lab – Asia