Posts by Collection

portfolio

publications

LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding

Published in EMNLP 2025, 2025

We propose LM-Searcher, a novel approach for cross-domain neural architecture search using LLMs via unified numerical encoding.

Recommended citation: Yuxuan Hu, Jihao Liu, Ke Wang, Jinliang Zhen, Weikang Shi, Manyuan Zhang, Qi Dou, Rui Liu, Aojun Zhou, Hongsheng Li (2025). "LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding." EMNLP 2025. https://arxiv.org/abs/2509.05657

Pusa v1.0: Surpassing Wan-I2V with $500 Training Cost by Vectorized Timestep Adaptation

Published in ICLR 2026, 2026

We present Pusa v1.0, an Image-to-Video model that surpasses Wan-I2V with only $500 training cost using vectorized timestep adaptation.

Recommended citation: Yaofang Liu, Yumeng Ren, Aitor Artola, Yuxuan Hu, Xiaodong Cun, Xiaotong Zhao, Alan Zhao, Raymond H. Chan, Suiyun Zhang, Rui Liu, Dandan Tu, Jean-Michel Morel (2026). "Pusa v1.0: Surpassing Wan-I2V with $500 Training Cost by Vectorized Timestep Adaptation." ICLR 2026. https://arxiv.org/abs/2507.16116

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.