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Xichen Pan

Office: 60 5th Ave, New York, NY 10011 | 380 W 33rd St, New York, NY 10001

Work Email: xichenpan [at] nyu [dot] edu

Personal Email: xcpan [dot] mail [at] gmail [dot] com


I am a third-year Ph.D. student in Computer Science at NYU Courant, advised by Prof. Saining Xie. I am also a Visiting Researcher at Meta AI (AI Mentorship Program, 20% part-time) since 2024, based in the NYC Farley office. My research interests include developing more controllable generative models and vision-centric multimodal models. I previously interned at the Meta GenAI Emu team (Summer 2024, with Dr. Ji Hou), Microsoft Research Asia (2022–2023, with Dr. Li Dong), Alibaba Group (Fall 2022, with Dr. Pengda Qin), and Horizon Robotics (2021–2022, with Yichen Gong). Before my Ph.D., I obtained my bachelor’s degree in Computer Science from Shanghai Jiao Tong University (SJTU), where I was advised by Prof. Zhouhan Lin and received the Best Thesis Award.

News

[08/2024] Happy to be extended for another year at Meta AI!

[07/2024] I will join Meta AI New York office as a Visiting Researcher (2024-2025 AI Mentorship Program, 20% part-time) in 2024 Fall.

[02/2024] Our paper was accepted by CVPR 2024, check it out here. See you in Seattle!

[02/2024] I will join Meta GenAI as a Research Scientist Intern in 2024 Summer. See you in Menlo Park!

[01/2024] Our paper was accepted by ICLR 2024, check it out here.

[10/2023] 🏖 Our paper was accepted by WACV 2024 as Oral, check it out here.

[09/2023] 🎉 Excited to start my CS Ph.D. at NYU Courant advised by Prof. Saining Xie.

[12/2022] Glad to work with Dr. Li Dong and Dr. Furu Wei at Microsoft Research Asia for the upcoming year, leading up to Fall 2023.

[06/2022] My bachelor thesis won Best Thesis Award in SJTU! Thanks my advisor Prof. Zhouhan Lin, checkout the honor roll.

[02/2022] Our paper was accepted by ACL 2022 Main Conference, check out full paper.

Publications & Manuscripts

* denotes equal contribution

BLIP3o-NEXT: Next Frontier of Native Image Generation

Jiuhai Chen, Zhiyang Xu, Xichen Pan, Shusheng Yang, Can Qin, An Yan, Honglu Zhou, Zeyuan Chen, Tianyi Zhou, Silvio Savarese, Le Xue, Caiming Xiong, Ran Xu

Preprint   Project Page   Code

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

Preprint   arXiv   Code

Transfer between Modalities with MetaQueries

Xichen Pan, Satya Narayan Shukla, Aashu Singh, Zhuokai Zhao, Shlok Kumar Mishra, Jialiang Wang, Zhiyang Xu, Jiuhai Chen, Kunpeng Li, Felix Juefei-Xu, Ji Hou, Saining Xie

Preprint   arXiv   Project Page   Code   Data

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Shengbang Tong, Ellis Brown, Penghao Wu, Sanghyun Woo, Manoj Middepogu, Sai Charitha Akula, Jihan Yang, Shusheng Yang, Adithya Jairam Iyer, Xichen Pan, Ziteng Wang, Rob Fergus, Yann LeCun, Saining Xie

NeurIPS 2024 (Oral)   arXiv   Code   Project Page

Image Sculpting: Precise Object Editing with 3D Geometry Control

Jiraphon Yenphraphai, Xichen Pan, Sainan Liu, Daniele Panozzo, Saining Xie

CVPR 2024   arXiv   Code   Project Page

Kosmos-G: Generating Images in Context with Multimodal Large Language Models

Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei

ICLR 2024   arXiv   Code   Project Page

Synthesizing Coherent Story with Auto-Regressive Latent Diffusion Models

Xichen Pan, Pengda Qin, Yuhong Li, Hui Xue, Wenhu Chen

WACV 2024 (Oral)   arXiv   Code

Think Then Embed: Generative Context Improves Multimodal Embedding

Xuanming Cui, Jianpeng Cheng, Hongyou Chen, Satya Narayan Shukla, Abhijeet Awasthi, Xichen Pan, Chaitanya Ahuja, Shlok Kumar Mishra, Qi Guo, Ser-Nam Lim, Aashu Singh, Xiangjun Fan

Preprint   arXiv

BLIP3o-NEXT: Next Frontier of Native Image Generation

Jiuhai Chen, Zhiyang Xu, Xichen Pan, Shusheng Yang, Can Qin, An Yan, Honglu Zhou, Zeyuan Chen, Tianyi Zhou, Silvio Savarese, Le Xue, Caiming Xiong, Ran Xu

Preprint   Project Page   Code

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

Preprint   arXiv   Code

Transfer between Modalities with MetaQueries

Xichen Pan, Satya Narayan Shukla, Aashu Singh, Zhuokai Zhao, Shlok Kumar Mishra, Jialiang Wang, Zhiyang Xu, Jiuhai Chen, Kunpeng Li, Felix Juefei-Xu, Ji Hou, Saining Xie

Preprint   arXiv   Project Page   Code   Data

Pisces: An Auto-regressive Foundation Model for Image Understanding and Generation

Zhiyang Xu, Jiuhai Chen, Zhaojiang Lin, Xichen Pan, Lifu Huang, Tianyi Zhou, Madian Khabsa, Qifan Wang, Di Jin, Michihiro Yasunaga, Lili Yu, Xi Victoria Lin, Shaoliang Nie

Preprint   arXiv

Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis

Bingda Tang, Boyang Zheng, Xichen Pan, Sayak Paul, Saining Xie

CVPR 2025   arXiv   Project Page

PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop

Chenyu Li, Oscar Michel, Xichen Pan, Sainan Liu, Mike Roberts, Saining Xie

ICML 2025   arXiv   Code   Project Page

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Shengbang Tong, Ellis Brown, Penghao Wu, Sanghyun Woo, Manoj Middepogu, Sai Charitha Akula, Jihan Yang, Shusheng Yang, Adithya Jairam Iyer, Xichen Pan, Ziteng Wang, Rob Fergus, Yann LeCun, Saining Xie

NeurIPS 2024 (Oral)   arXiv   Code   Project Page

Image Sculpting: Precise Object Editing with 3D Geometry Control

Jiraphon Yenphraphai, Xichen Pan, Sainan Liu, Daniele Panozzo, Saining Xie

CVPR 2024   arXiv   Code   Project Page

Kosmos-G: Generating Images in Context with Multimodal Large Language Models

Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei

ICLR 2024   arXiv   Code   Project Page

Synthesizing Coherent Story with Auto-Regressive Latent Diffusion Models

Xichen Pan, Pengda Qin, Yuhong Li, Hui Xue, Wenhu Chen

WACV 2024 (Oral)   arXiv   Code

Multimodal Audio-Visual Speech Recognition System Based On Pre-trained Models

Xichen Pan

Bachelor thesis at Shanghai Jiao Tong University (Best Thesis Award, 1st/150)   News   Honor Roll

Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-visual Speech Recognition

Xichen Pan, Peiyu Chen, Yichen Gong, Helong Zhou, Xinbing Wang, Zhouhan Lin

ACL 2022 Main Conference   arXiv   Code

Education

New York University Courant InstituteImage title

Sept. 2023 -- Present

Ph.D. Student in Computer Science, advised by Prof. Saining Xie

Shanghai Jiao Tong UniversityImage title

Sept. 2018 -- June 2022

B.Eng. in Computer Science (Outstanding Graduate of Class 2022), advised by Prof. Zhouhan Lin

Experience

Meta AIImage title

Sept. 2024 -– Present

Visiting Researcher (AI Mentorship Program, 20% part-time)

Meta GenAIImage title

May. 2024 –- Sept. 2024

Research Scientist Intern

Microsoft Research AsiaImage title

Dec. 2022 –- Sept. 2023

Research Intern

Alibaba GroupImage title

Sept. 2022 –- Dec. 2022

Research Intern

Horizon RoboticsImage title

Apr. 2021 –- July 2022

Research Intern

John Hopcroft Center for Computer Science, Shanghai Jiao Tong UniversityImage title

Apr. 2021 –- June 2022

Research Intern

Talks

Transfer between Modalities with MetaQueries

Invited Talk @ Adobe / Runway / SEED / OPPO / UCSD SDLab

Academic Service

CVPR'25/26, ICCV'25, ECCV'24, ICLR'25, NeurIPS'25, ICML'24/25/26, ACL'24, TMLR

Fun Projects

Open CS Application

An open-source GitHub page built for reference in selecting CS programs in north America. The page is powered by Material for MkDocs and supports collaboration through Pull Requests and GitHub Actions.

Some of My Friends

Cornell: Youming Deng, Gene Chou, Yiming Dou

CMU: Kexun Zhang

Georgia Tech: Haotian Xue

NYU: List of My Labmates, Hexu Zhao

OSU: Kai Zhang

Oxford: Junlin Han

Stanford: Yanjie Ze

UC Berkeley: Junyi Zhang, Yichuan Wang

UW: Zihan Li

USC: Di Chang

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