Publications
A collection of my research work.
Learning Plug-and-play Memory for Guiding Video Diffusion Models
Selena Song†, Ziming Xu†, Zijun Zhang, Kun Zhou, Jiaxian Guo, Lianhui Qin, Biwei Huang
2025
A plug-and-play memory module for video diffusion models that enhances physical rule adherence and video fidelity through targeted guidance using low-/high-pass filters.
MMA: Benchmarking multi-modal large language model in ambiguity contexts
Selena Song†, Ru Wang†, Liang Ding, Mingming Gong, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo
ICLR 2025 Workshop on Navigating and Addressing Data Problems for Foundation Models 2025
A benchmark evaluating multi-modal large language models' ability to resolve ambiguities in text using visual context, revealing significant performance gaps.
Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization
Ru Wang†, Wei Huang†, Selena Song, Haoyu Zhang, Yusuke Iwasawa, Yutaka Matsuo, Jiaxian Guo
CPAL 2025 2025
Investigates Chain-of-Thought reasoning to enhance out-of-distribution generalization in language models, revealing the importance of CoT granularity and sample efficiency.