Wang Bill Zhu

PhD student, University of Southern California

2 papers at NeurIPS 2025

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Poster Session 1

2 papers

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

To Think or Not To Think: A Study of Thinking in Rule-Based Visual Reinforcement Fine-Tuning

#4915 Spotlight · Ming Li, Jike Zhong, Shitian Zhao, Yuxiang Lai, Haoquan Zhang, Wang Bill Zhu, Kaipeng Zhang

We study the thinking process in visual reinforcement finetuning

VisualLens: Personalization through Task-Agnostic Visual History

#4804 · Wang Bill Zhu, Deqing Fu, Kai Sun, Yi Lu, Zhaojiang Lin, Seungwhan Moon, Kanika Narang, MUSTAFA CANIM, Yue Liu, Anuj Kumar, Xin Luna Dong

We propose VisualLens, which leverages task-agnostic user's visual record to enhance the understanding of individual preferences and deliver more personalized MLLM recommendations.