Fuzhao Xue

Researcher, Google

Joined

May 2021

Names

Fuzhao Xue (Preferred)

Emails

****@outlook.com (Confirmed)

****@u.nus.edu (Confirmed)

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2024 – Present

PhD student

Computer Science , National University of Singapore (nus.edu.sg)

2021 – 2024

MS student

Computer Science , Nanyang Technological University (ntu.edu.sg)

2020 – 2021

Undergrad student

Computer Science, Harbin Engineering University (hrbeu.edu)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Yang You

2021 – 2024

MEng Advisor

Aixin Sun

2020 – 2021

MEng Advisor

EngSiong Chng

2020 – 2021

Expertise

Transformer Scaling

2021 – Present

Language Modeling

2020 – Present

Relation Extraction

2020 – 2021

Speech and speaker recognition

2018 – 2020

Publications

Wolf: Dense Video Captioning with a World Summarization Framework
Boyi Li, Ligeng Zhu, Ran Tian, Shuhan Tan, Yuxiao Chen, Yao Lu, Yin Cui, Sushant Veer, Max Ehrlich, Jonah Philion, Xinshuo Weng, Fuzhao Xue, Linxi Fan, Yuke Zhu, Jan Kautz, Andrew Tao, Ming-Yu Liu, Sanja Fidler, Boris Ivanovic, Trevor Darrell et al. (3 additional authors not shown)
- CoRL 2025 Robot Data Workshop
- Readers: Everyone
Wolf: Dense Video Captioning with a World Summarization Framework
Boyi Li, Ligeng Zhu, Ran Tian, Shuhan Tan, Yuxiao Chen, Yao Lu, Yin Cui, Sushant Veer, Max Ehrlich, Jonah Philion, Xinshuo Weng, Fuzhao Xue, Linxi Fan, Yuke Zhu, Jan Kautz, Andrew Tao, Ming-Yu Liu, Sanja Fidler, Boris Ivanovic, Trevor Darrell et al. (3 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
MixEval-X: Any-to-any Evaluations from Real-world Data Mixture
Jinjie Ni, Yifan Song, Deepanway Ghosal, Bo Li, David Junhao Zhang, Xiang Yue, Fuzhao Xue, Yuntian Deng, Zian Zheng, Kaichen Zhang, Mahir Shah, Kabir Jain, Yang You, Michael Shieh
- ICLR 2025 Spotlight
- Readers: Everyone
Wolf: Accurate Video Captioning with a World Summarization Framework
Boyi Li, Ligeng Zhu, Ran Tian, Shuhan Tan, Yuxiao Chen, Yao Lu, Yin Cui, Sushant Veer, Max Ehrlich, Jonah Philion, Xinshuo Weng, Fuzhao Xue, Linxi Fan, Yuke Zhu, Jan Kautz, Andrew Tao, Ming-Yu Liu, Sanja Fidler, Boris Ivanovic, Trevor Darrell et al. (3 additional authors not shown)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LongVILA: Scaling Long-Context Visual Language Models for Long Videos
Yukang Chen, Fuzhao Xue, Dacheng Li, Qinghao Hu, Ligeng Zhu, Xiuyu Li, Yunhao Fang, Haotian Tang, Shang Yang, Zhijian Liu, Yihui He, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Linxi Fan, Yuke Zhu, Yao Lu, Song Han
- ICLR 2025 Poster
- Readers: Everyone
Wolf: Captioning Everything with a World Summarization Framework
Boyi Li, Ligeng Zhu, Ran Tian, Shuhan Tan, Yuxiao Chen, Yao Lu, Yin Cui, Sushant Veer, Max Ehrlich, Jonah Philion, Xinshuo Weng, Fuzhao Xue, Andrew Tao, Ming-Yu Liu, Sanja Fidler, Boris Ivanovic, Trevor Darrell, Jitendra Malik, Song Han, Marco Pavone
- Video-Langauge Models Oral
- Readers: Everyone
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
Jinjie Ni, Fuzhao Xue, Xiang Yue, Yuntian Deng, Mahir Shah, Kabir Jain, Graham Neubig, Yang You
- NeurIPS 2024 poster
- Readers: Everyone
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
Fuzhao Xue, Zian Zheng, Yao Fu, Jinjie Ni, Zangwei Zheng, Wangchunshu Zhou, Yang You
- ICML 2024 Poster
- Readers: Everyone
Sequence Parallelism: Long Sequence Training from System Perspective
Shenggui Li, Fuzhao Xue, Chaitanya Baranwal, Yongbin Li, Yang You
- ES-FoMO 2023 Poster
- Readers: Everyone
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
- NeurIPS 2023 poster
- Readers: Everyone

View all 40 publications

Co-Authors

View all 106 co-authors