Hong-You Chen

Researcher, Facebook

Joined

July 2019

Names

Hong-You Chen (Preferred)

Emails

****@gmail.com (Confirmed)

****@osu.edu (Confirmed)

****@apple.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Facebook (meta.com)

2025 – Present

Researcher

Apple AI/ML (apple.com)

2024 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Wei-Lun Chao

Present

Expertise

Vision foundation model

Present

Multimodal pre-training

Present

Publications

Think Then Embed: Generative Context Improves Multimodal Embedding
Xuanming Cui, Jianpeng Cheng, Hong-You Chen, Satya Narayan Shukla, Abhijeet Awasthi, Xichen Pan, Chaitanya Ahuja, Shlok Kumar Mishra, Taipeng Tian, Qi Guo, Ser-Nam Lim, Aashu Singh, Xiangjun Fan
- ICLR 2026 Poster
- Readers: Everyone
Contrastive Localized Language-Image Pre-Training
Hong-You Chen, Zhengfeng Lai, Haotian Zhang, Xinze Wang, Marcin Eichner, Keen You, Meng Cao, Bowen Zhang, Yinfei Yang, Zhe Gan
- ICML 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
Contrastive Localized Language-Image Pre-Training
Hong-You Chen, Zhengfeng Lai, Haotian Zhang, Xinze Wang, Marcin Eichner, Keen You, Meng Cao, Bowen Zhang, Yinfei Yang, Zhe Gan
- Submitted to ICLR 2025
- Readers: Everyone
Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
Zhengfeng Lai, Vasileios Saveris, Chen Chen, Hong-You Chen, Haotian Zhang, Bowen Zhang, Wenze Hu, Juan Lao Tebar, Zhe Gan, Peter Grasch, Meng Cao, Yinfei Yang
- ICLR 2025 Poster
- Readers: Everyone
Lessons Learned from a Unifying Empirical Study of Parameter-Efficient Transfer Learning (PETL) in Visual Recognition
Zheda Mai, Ping Zhang, Cheng-Hao Tu, Hong-You Chen, Li Zhang, Wei-Lun Chao
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SlowFast-LLaVA: A strong training-free baseline for video large language models
Mingze Xu, Mingfei Gao, Zhe Gan, Hong-You Chen, Zhengfeng Lai, Haiming Gang, Kai Kang, Afshin Dehghan
- Submitted to ICLR 2025
- Readers: Everyone
Fine-Tuning is Fine, if Calibrated
Zheda Mai, Arpita Chowdhury, Ping Zhang, Cheng-Hao Tu, Hong-You Chen, Vardaan Pahuja, Tanya Berger-Wolf, Song Gao, Charles Stewart, Yu Su, Wei-Lun Chao
- NeurIPS 2024 poster
- Readers: Everyone
FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction
Ziwei Li, Xiaoqi Wang, Hong-You Chen, Han Wei Shen, Wei-Lun Chao
- NeurIPS 2024 poster
- Readers: Everyone
Jigsaw Game: Federated Clustering
JINXUAN XU, Hong-You Chen, Wei-Lun Chao, Yuqian Zhang
- Accepted by TMLR
- Readers: Everyone

View all 22 publications

Co-Authors

View all 72 co-authors