ZW Zexi Wu
PUBLICATION DATABASE

Publications

Research papers indexed from my Scholar profile and public scholarly records.

PAPER 001
CVPR 2026 Findings

Video2LoRA: Unified Semantic-Controlled Video Generation via Per-Reference-Video LoRA

A transformer HyperNetwork predicts lightweight semantic LoRA adapters from each reference video for unified controllable video generation.

<50KB per semantic condition <150MB final model footprint Zero-shot unseen semantic controls
Paper Project Page Code
PAPER 002
arXiv 2026

HGP-Mamba: Integrating Histology and Generated Protein Features for Mamba-based Multimodal Survival Risk Prediction

Jing Dai, Chen Wu, Ming Wu, Qibin Zhang, Zexi Wu, Jingdong Zhang, Hongming Xu.

Paper Code
PAPER 003
arXiv 2025

AdaRD-Key: Adaptive Relevance-Diversity Keyframe Sampling for Long-form Video Understanding

Xian Zhang, Zexi Wu, Zinuo Li, Hongming Xu, Luqi Gong, Farid Boussaid, Naoufel Werghi, Mohammed Bennamoun.

Paper Code