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sotayang/README.md

Hi, I'm Zhenyu Yang 👋

Zhenyu's GitHub activity statistics

Total Stars

  • 🎓 Fourth-year Ph.D. student (2022–2027) at CASIA
  • 🔭 Building online video understanding systems and multimodal agents
  • 🤝 Always happy to discuss research and collaboration

Teaching video AI to watch, remember, reason — and respond on time.


More...

📡 Current transmission

camera stream ──► temporal memory ──► multimodal reasoning ──► act at the right moment
                         ▲                                      │
                         └──────────── learn from feedback ──────┘
  • Streaming perception: understand an unbounded video as it arrives
  • Proactive interaction: decide whether and when a response is needed
  • Efficient memory: preserve useful history without replaying everything
  • Multimodal reasoning: connect visual events, language, and long-term context
📊 Open the lab dashboard
Zhenyu's contribution activity graph
Python  PyTorch  C++  Linux  Docker  Git  GitHub  LaTeX  VS Code
🐍 Release the contribution snake
Contribution grid snake animation
Research should not only understand what happened — it should be ready for what happens next.

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  1. Awesome-Streaming-Video-Understanding Awesome-Streaming-Video-Understanding Public

    🔥🔥🔥 [Awesome] Latest Papers, Codes & Datasets on Streaming / Online Video Understanding — Building Always-on, Real-time Video AI 🤖

    441 27

  2. LDRE LDRE Public

    [SIGIR'2024 Best Paper Honorable Mention] Official repository for "LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval"

    Python 105 8

  3. LiveStar LiveStar Public

    [NeurIPS'2025] Official repository for "LiveStar: Live Streaming Assistant for Real-World Online Video Understanding"

    Python 156 7

  4. SVBench SVBench Public

    [ICLR'2025 Spotlight] Official repository for "SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding"

    Python 121 2

  5. SEIZE SEIZE Public

    [ACM MM'2024] Official repository for "Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval"

    Python 43 2

  6. yuxumin/ViQ yuxumin/ViQ Public

    [ECCV2026] ViQ: Text-Aligned Visual Quantized Representations at Any Resolution

    Python 83 5