Publications

2026

1. LoGo: Local-Global Rewards for Consistent Long-Horizon Video Generation

   Ziqi Ma, Shreya Sharma, Mohamed El Banani, Katja Schwarz, Chongjie Ye, Chao-Yuan Wu, Li Fei-Fei, Ben Mildenhall, Georgia Gkioxari, Justin Johnson, and Gowthami Somepalli

   2026

   PDF Website
2. DynaTokens: Teaching Dynamics to Camera-Controlled Video Models at Test Time

   Ziqi Ma, Hongqiao Chen, and Georgia Gkioxari

   NeurIPS, 2026

   PDF Website
3. Out of Sight, Out of Mind? Evaluating State Evolution in Video World Models

   Ziqi Ma^*, Mengzhan Liufu^*, and Georgia Gkioxari

   ECCV, 2026

   PDF Blog Website

4. 

   SAM 3D: 3Dfy Anything in Images

   SAM 3D Team

   CVPR · Best Paper Award Honorable Mention 🏆, 2026

   PDF Blog Website

2025

1. 

   Feedforward 3D Editing via Text-Steerable Image-to-3D

   Ziqi Ma, Hongqiao Chen, Yisong Yue, and Georgia Gkioxari

   2025

   PDF Website

2. 

   Find Any Part in 3D

   Ziqi Ma, Yisong Yue, and Georgia Gkioxari

   ICCV · Highlight ✨, 2025

   PDF Blog Website

2024

1. 

   Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction

   Ziqi Ma, David Pitt, Kamyar Azizzadenesheli, and Anima Anandkumar

   TMLR, 2024

   PDF

2021

1. 

   Adaptive Circuit Learning for Quantum Metrology

   Ziqi Ma, Pranav Gokhale, Tian-Xing Zheng, Sisi Zhou, Xiaofei Yu, Liang Jiang, Peter Maurer, and Frederic T. Chong

   In 2021 IEEE International Conference on Quantum Computing and Engineering (QCE), Oct 2021

   DOI PDF