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Weiguo Feng

2 accepted papers

2026

Many-for-Many: Unify the Training of Multiple Video and Image Generation and Manipulation Tasks

ICLR 2026poster

Diffusion models have shown impressive performance in many visual generation and manipulation tasks. Many existing methods focus on training a model for a specific task, especially, text-to-video (T2V) generation, while many other works focus on finetuning the pretrained T2V model for image-to-video…

Cited by 0SourcecodeScholar
2026

Target-Oriented Pretraining Data Selection via Neuron-Activated Graph

ICML 2026poster

Everyday tasks come with a target, and pretraining models around this target is what turns them into experts. In this paper, we study target-oriented language model (LM) pretraining by introducing ***N**euron-**A**ctivated **G**raph Ranking* (NAG-based Ranking), a training-free and interpretable fra…

Cited by 0SourceScholar