Author

Dawei Liu

3 papers indexed here

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Preprint Sep 2026

FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders

Representation autoencoders (RAEs) reuse features from a pretrained visual encoder as reconstruction and diffusion latents, integrating strong visual representations into image generation. However, RAEs still need to decide which encoder layers form the shared latent space for the generator and pixel decoder. This choi...

Hong-Yang Du, Yun-Fei Xie, Jun-Jie Ye et al. · 0 citations

#artificial intelligence Apr 2026

Graph of Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills

Graph-of-Skills (GoS), an inference-time structural retrieval layer for large skill libraries, is presented, an inference-time structural retrieval layer for large skill libraries that attains the highest average reward in all six model-benchmark blocks, at a fraction of the token cost of loading the full library.

Dawei Liu, Zong-Xia Li, Hongyang Du et al. · arXiv.org · 59 citations · ⚡14

#artificial intelligence Preprint Aug 2026

Dr. Claw: An AI Scientist Workspace for Vibe Research

Dr. Claw is presented, an open-source workspace that wraps existing coding-agent executors in a controllable and auditable human-in-the-loop workflow rather than introducing another autonomous agent.

D. Song, Han-Rong Zhang, Dawei Liu et al. · 1 citation