Author

Jianhuang Lai

h-index 20 View on Semantic Scholar

We have 3 of 71 papers

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

COSMO: Consensus-Driven Shift Modulation for Source-Free Domain Adaptation

COSMO replaces expert-to-expert guidance with co-adaptation through an anchored shared consensus and achieves state-of-the-art performance under matched VLM backbones, indicating that it better balances the retention of valid source-derived evidence with the absorption of complementary VLM evidence.

Bo Li, Junjie Peng, Xiaohua Xie et al. · 0 citations

#natural language process... May 2026

GRKV: Global Regression for Training-Free KV Cache Compression in Long-Context LLMs

GRKV (Global Regression for KV Cache), a training-free KV-cache merging method that directly minimizes the discrepancy between compressed-cache and full-cache attention outputs, is proposed.

Junjie Peng, You Wu, Haoyi Wu et al. · arXiv.org · 2 citations

Preprint Jul 2026

Physics-Grounded Fluid Video Generation with a Simulation Dataset and Dual-Stream Optical-Flow Supervision

A dual-stream image-to-video architecture built on a pretrained diffusion-transformer video generator that improves VideoPhy-2 Physical-Commonsense and Video-Quality scores over the frozen backbone by up to 8.75 and 4.65 points, outperforms a leading open competitor, and is preferred by human raters in a blind study.

Rui Su, Yuanzhi Liang, Xiaohua Xie et al. · 0 citations