Publications

Inductive Moment Matching
Linqi Zhou, Stefano Ermon, Jiaming Song
arXiv 2025
pdf website code

Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation
Aaditya Prasad, Kevin Lin, Jimmy Wu, Linqi Zhou, Jeannette Bohg
RSS 2024
pdf website code

DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling
Linqi Zhou, Andy Shih, Chenlin Meng, Stefano Ermon
CVPR 2024 (Highlight)
pdf website code

Diffusion Model Alignment Using Direct Preference Optimization
Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik
CVPR 2024
pdf code

DiffusionSat: A Generative Foundation Model for Satellite Imagery
Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David Lobell, Stefano Ermon
ICLR 2024
pdf

Denoising Diffusion Bridge Models
Linqi Zhou, Aaron Lou, Samar Khanna, Stefano Ermon
ICLR 2024
pdf code

AO-Grasp: Articulated Object Grasp Generation
Carlota Parés Morlans, Claire Chen, Yijia Weng, Michelle Yi, Yuying Huang, Nick Heppert, Linqi Zhou, Leonidas Guibas, Jeannette Bohg
arXiv 2023
pdf website

Deep Latent State Space Models for Time-Series Generation
Linqi Zhou, Michael Poli, Winnie Xu, Stefano Massaroli, Stefano Ermon
ICML 2023
pdf code

Curious Replay for Model-based Adaptation
Isaac Kauvar*, Chris Doyle*, Linqi Zhou, Nick Haber
ICML 2023
pdf code

ButterflyFlow: Building Invertible Layers with Butterfly Matrices
Chenlin Meng*, Linqi Zhou*, Kristy Choi*, Tri Dao, Stefano Ermon
ICML 2022
pdf code

3D Shape Generation and Completion through Point-Voxel Diffusion
Linqi Zhou, Yilun Du, Jiajun Wu
ICCV 2021 (Oral)
pdf website

Deep Unsupervised Clustering with Clustered Generator Model
Dandan Zhu, Tian Han, Linqi Zhou, Xiaokang Yang, Ying Nian Wu
In Submission
pdf bibtex

Learning Multi-layer Latent Variable Model via Variational Optimization of Short Run MCMC for Approximate Inference
Erik Nijkamp, Bo Pang, Tian Han, Linqi Zhou, Song-Chun Zhu, Ying Nian Wu
ECCV 2020
pdf bibtex

Joint Training of Variational Auto-Encoder and Latent Energy-Based Model
Tian Han*, Erik Nijkamp*, Linqi Zhou, Bo Pang, Song-Chun Zhu, Ying Nian Wu
CVPR 2020
pdf code bibtex

Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation
Bo Pang*, Erik Nijkamp*, Wenjuan Han*, Linqi Zhou*, Yixian Liu, Kewei Tu
ACL 2020
pdf code bibtex

Emergence of Theory of Mind Collaboration in Multiagent Systems
Luyao Yuan, Zipeng Fu, Linqi Zhou, Kexin Yang, Song-Chun Zhu
NeurIPS 2019 Workshop
pdf

Neural Architecture Search for Joint Optimization of Predictive Power and Biological Knowledge
Zijun Zhang, Linqi Zhou, Liangke Gou, Ying Nian Wu
arXiv 2019
pdf bibtex