Yushi Hu

Researcher, Facebook

Joined

January 2022

Names

Yushi Hu (Preferred)

Emails

****@uw.edu (Confirmed)

****@meta.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Facebook (meta.com)

2025 – Present

PhD student

University of Washington (uw.edu)

2021 – 2025

Undergrad student

University of Chicago (uchicago.edu)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Noah A. Smith

2022 – Present

PhD Advisor

Mari Ostendorf

2021 – Present

Expertise

Computer Vision

2022 – Present

Natural Language Processing

2020 – Present

Speech Processing

2020 – Present

Publications

Self-Improving VLM Judges Without Human Annotations
Inna Wanyin Lin, Yushi Hu, Shuyue Stella Li, Scott Geng, Pang Wei Koh, Luke Zettlemoyer, Tim Althoff, Marjan Ghazvininejad
- ICLR 2026 Workshop RSI Poster
- Readers: Everyone
BLIP3-o: A Family of Fully Open Unified Multimodal Models—Architecture, Training and Dataset
Jiuhai Chen, Zhiyang Xu, Xichen Pan, Yushi Hu, Can Qin, Tom Goldstein, Lifu Huang, Tianyi Zhou, Saining Xie, silvio savarese, Le Xue, Caiming Xiong, Ran Xu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MMMG: A Comprehensive and Reliable Benchmark for Multitask Multimodal Generation
Jihan Yao, Yushi Hu, Wenyuan Wang, Bin Han, Shangbin Feng, Guang Yang, Yujie Yi, Bingbing Wen, Ranjay Krishna, Lucy Lu Wang, Yulia Tsvetkov, Noah A. Smith, Banghua Zhu
- Submitted to ICLR 2026
- Readers: Everyone
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models
Xu Ma, Peize Sun, Haoyu Ma, Hao Tang, Chih-Yao Ma, Jialiang Wang, Kunpeng Li, Xiaoliang Dai, Yujun Shi, Xuan Ju, Yushi Hu, Artsiom Sanakoyeu, Felix Juefei-Xu, Ji Hou, Junjiao Tian, Tao Xu, Tingbo Hou, Yen-Cheng Liu, Zecheng He, Zijian He et al. (4 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
Yushi Hu, Weijia Shi, Xingyu Fu, Dan Roth, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Ranjay Krishna
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation
Katherine M. Collins, Najoung Kim, Yonatan Bitton, Verena Rieser, Shayegan Omidshafiei, Yushi Hu, Sherol Chen, Senjuti Dutta, Minsuk Chang, Kimin Lee, Youwei Liang, Georgina Evans, Sahil Singla, Gang Li, Adrian Weller, Junfeng He, Deepak Ramachandran, Krishnamurthy Dj Dvijotham
- ICML 2024 Workshop MHFAIA Poster
- Readers: Everyone
Decoding-Time Language Model Alignment with Multiple Objectives
Ruizhe Shi, Yifang Chen, Yushi Hu, Alisa Liu, Hannaneh Hajishirzi, Noah A. Smith, Simon Shaolei Du
- TF2M 2024 Poster
- Readers: Everyone
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
Yushi Hu, Weijia Shi, Xingyu Fu, Dan Roth, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Ranjay Krishna
- NeurIPS 2024 poster
- Readers: Everyone
Decoding-Time Language Model Alignment with Multiple Objectives
Ruizhe Shi, Yifang Chen, Yushi Hu, Alisa Liu, Hannaneh Hajishirzi, Noah A. Smith, Simon Shaolei Du
- NeurIPS 2024 poster
- Readers: Everyone
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models
Yushi Hu, Otilia Stretcu, Chun-Ta Lu, Krishnamurthy Viswanathan, Kenji Hata, Enming Luo, Ranjay Krishna, Ariel Fuxman
- SynData4CV
- Readers: Everyone

View all 28 publications

Co-Authors

View all 129 co-authors