Haoxuan You

Researcher, Apple

Joined

December 2019

Names

Haoxuan You

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Apple (apple.com)

2024 – Present

PhD student

Columbia University (columbia.edu)

2019 – 2024

Researcher

University of Southern California (usc.edu)

2019 – 2019

Researcher

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2018 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Shih-Fu Chang

Present

Expertise

Vision & Language multimodal learning

Present

Scene Graph Generation

2019 – 2021

Graph Neural Network

2018 – 2020

Publications

A Survey of Token Compression for Efficient Multimodal Large Language Models
Kele Shao, Keda TAO, Kejia Zhang, Sicheng Feng, Mu Cai, Yuzhang Shang, Haoxuan You, Can Qin, Yang Sui, Huan Wang
- Accepted by TMLR
- Readers: Everyone
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models
Keda TAO, Can Qin, Haoxuan You, Yang Sui, Huan Wang
- CVPR 2025
- Readers: Everyone
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer
Yanghao Li, Rui Qian, Bowen Pan, Haotian Zhang, Haoshuo Huang, Bowen Zhang, Jialing Tong, Haoxuan You, Xianzhi Du, Zhe Gan, Hyunjik Kim, Chao Jia, Zhenbang Wang, Yinfei Yang, Mingfei Gao, Zi-Yi Dou, Wenze Hu, Chang Gao, Dongxu Li, Philipp Dufter et al. (7 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
P-GSPO: Parameterized Group Sequence Policy Optimization for Length-Sensitive Reasoning
Yang Hu, Yajie Zhang, Jiahao Zhang, Zhiyang Chen, Huatian Zhang, Yuehu Gong, Xueji Fang, Haoxuan You, Zhihang Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models
Keda TAO, Haoxuan You, Yang Sui, Can Qin, Huan Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
HoliTom: Holistic Token Merging for Fast Video Large Language Models
Kele Shao, Keda TAO, Can Qin, Haoxuan You, Yang Sui, Huan Wang
- NeurIPS 2025 poster
- Readers: Everyone
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
Haotian Zhang, Mingfei Gao, Zhe Gan, Philipp Dufter, Nina Wenzel, Forrest Huang, Dhruti Shah, Xianzhi Du, Bowen Zhang, Yanghao Li, Sam Dodge, Keen You, Zhen Yang, Aleksei Timofeev, Mingze Xu, Hong-You Chen, Jean-Philippe Fauconnier, Zhengfeng Lai, Haoxuan You, Zirui Wang et al. (3 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone
MMEgo: Towards Building Egocentric Multimodal LLMs for Video QA
Hanrong Ye, Haotian Zhang, Erik Daxberger, Lin Chen, Zongyu Lin, Yanghao Li, Bowen Zhang, Haoxuan You, Dan Xu, Zhe Gan, Jiasen Lu, Yinfei Yang
- ICLR 2025 Poster
- Readers: Everyone
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images
Zhecan Wang, Junzhang Liu, Chia-Wei Tang, Hani Alomari, Anushka Sivakumar, Rui Sun, Wenhao Li, Md. Atabuzzaman, Hammad Ayyubi, Haoxuan You, Alvi Md Ishmam, Kai-Wei Chang, Shih-Fu Chang, Chris Thomas
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Detecting Multimodal Situations with Insufficient Context and Abstaining from Baseless Predictions
Junzhang Liu, Zhecan Wang, Hammad Ayyubi, Haoxuan You, Chris Thomas, Rui Sun, Shih-Fu Chang, Kai-Wei Chang
- MM2024 Poster
- Readers: Everyone

View all 41 publications

Co-Authors

View all 132 co-authors