Author

Haozhe Wang

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

AVA-Encoder: Towards Agent-Native Video Representation Learning

Video creative agents still lack an effective way to learn from high-quality human films, limiting their ability to produce cinematic-grade videos. A key challenge is the absence of a structured video representation that is both faithful to film content and directly usable for agentic reasoning and manipulation. To add...

Chuyue Li, Jinpeng Yu, Hao-Zhe Wang et al. · 1 citation

Jul 2026

Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation

Positive--Direction Matching (PDM), a branch-aware OPD objective that separately constrains the positive prediction and the CFG conditional direction, is introduced to dense-to-sparse video control, where naive guided matching is highly sensitive to inference guidance scales, while branch-aware supervision enables more...

Bingnan Li, Hao-Zhe Wang, H. Xiong et al. · arXiv.org · 2 citations

Preprint Aug 2026

SpecPath: Testing Coding Agents Across Contract-Equivalent Specification Histories

This work identifies specification-path sensitivity, a failure mode in which requirement histories that are equivalent in their final meaning lead the same agent system to produce behaviorally different programs.

Yang-Chang Wu, Hao-Zhe Wang, Huanyu Yang et al. · 0 citations