Hi! I am a PhD student (2023 - ?) in Computer Science and Engineering at the University of Washington, advised by Prof. Ranjay Krishna and Prof. Dan Weld, and supported by the Qualcomm Innovation Fellowship and Two Sigma PhD Fellowship. I build open multimodal models (Molmo2, MolmoPoint), agents that act on the web and with tools (MolmoWeb, LATTE), and benchmarks of what these systems can and can't do (Task Me Anything, CREPE). Currently, I'm especially interested in real-time, interactive multimodal models and agents. Before UW, I received my B.S. (Honors) and M.S. in Computer Science from Stanford, where I was fortunate to work with Prof. Fei-Fei Li and Prof. Michael Bernstein. Outside of research, you can find me 🍳 🎾 💃 🎤 🎟️ 🍵
Collaborations & talks. I'm always happy to collaborate on, or just chat about, multimodal agents for digital and physical worlds and human-agent interaction, and to give talks about my work. Feel free to reach out!
Prospective students. I'm looking for self-motivated, curious, and technically strong undergrad or master's students who can commit consistent time to research (ideally freshmen or sophomores, and/or students determined to pursue a PhD). Emails that stand out concisely describe your relevant interests and background, attach your resume, and show a sharp understanding of, or a unique perspective on, my work or related work.
* equal contribution · † project lead · ♥ core contributor · full list on Google Scholar
Models and data that let agents see, point, and track in images, videos, and figures.
Christopher Clark*♥, Jieyu Zhang*♥, Zixian Ma*♥, Jae Sung Park*♥, Mohammadreza Salehi♥, Rohun Tripathi♥, Sangho Lee♥, Jason Ren, Chris Dongjoo Kim, Yinuo Yang, Vincent Shao, Yue Yang, Weikai Huang, Ziqi Gao, Taira Anderson, Jianrui Zhang, Jitesh Jain, George Stoica, Winson Han, Ali Farhadi, Ranjay Krishna
OralBest Paper Award CandidateCVPR 2026
[Blog] [PDF] [Report] [Models] [Data] [Playground] 740+4.7M+
News: VentureBeat, GeekWire, SiliconANGLE, BigDATAwire, The AI Economy
Agents that plan, use tools, and act on the web.
Tanmay Gupta*♥, Piper Wolters*♥, Zixian Ma*♥, Peter Sushko*♥, Rock Yuren Pang♥, Diego Llanes♥, Yue Yang♥, Taira Anderson, Boyuan Zheng, Zhongzheng Ren, Harsh Trivedi, Taylor Blanton, Caleb Ouellette, Winson Han, Ali Farhadi, Ranjay Krishna
ECCV 2026
[Blog] [Report] [Models] [Data] [Demo] 590+84K+
News: VentureBeat, GeekWire, The Decoder, The New Stack, AI Business, This Week in NLP, GIGAZINE · Ai2: X, newsletter
Zixian Ma, Jianguo Zhang, Zhiwei Liu, Jieyu Zhang, Juntao Tan, Manli Shu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Caiming Xiong, Ranjay Krishna, Silvio Savarese
Oral#1 Most-Read Salesforce Research Paper of 2025EMNLP 2025 | SynData4CV workshop @ CVPR 2025
News: TelecomTalk, CO/AI · Salesforce AI Research: blog, story
Benchmarks that reveal what multimodal models can and can't do.
How people evaluate, design, and collaborate with AI.
Ziang Li*, Manasi Ganti*, Zixian Ma*, Helena Vasconcelos, Qijia He, Ranjay Krishna
Best Paper Honorable MentionXLLM-Reason-Plan workshop @ COLM 2025
Shannon Zejiang Shen, Valerie Chen, Ken Gu, Alexis Ross, Zixian Ma, Alex Gu, Chenglei Si, Jillian Ross, Jocelyn J Shen, Wayne Chi, Andi Peng, Ameet Talwalkar, Tongshuang Wu, David Sontag
Best Paper AwardResponsibleFM workshop @ NeurIPS 2025