2025 Arxiv Group Diffusion: Enhancing Image Generation by Unlocking Cross-Sample Collaboration Sicheng Mo, Thao Nguyen, Richard Zhang, Nicholas Kolkin, Siddharth Srinivasan Iyer, Eli Shechtman, Krishna Kumar Singh, Yong Jae Lee, Bolei Zhou, and Yuheng Li In ArXiv, 2025 Website PDF Code Arxiv Relational Visual Similarity Thao Nguyen, Sicheng Mo, Krishna Kumar Singh, Yilin Wang, Jing Shi, Nicholas Kolkin, Eli Shechtman, Yong Jae Lee, and Yuheng Li In ArXiv, 2025 Website PDF Code Arxiv Dreamland: Controllable World Creation with Simulator and Generative Models Sicheng Mo*, Ziyang Leng*, Leon Liu, Weizhen Wang, Honglin He, Zhang Huizhi, and Bolei Zhou In ArXiv, 2025 Website PDF Arxiv X-Fusion: Introducing New Modality to Frozen Large Language Models Sicheng Mo, Thao Nguyen, Xun Huang, Siddharth Srinivasan Iyer, Yijun Li, Yuchen Liu, Abhishek Tandon, Eli Shechtman, Krishna Kumar Singh, Yong Jae Lee, Bolei Zhou, and Yuheng Li In International Conference on Computer Vision (ICCV) , 2025 Best Paper at CVPR 2025 T4V Workshop Website PDF 2024 NeurIPS SimGen: Simulator-conditioned Driving Scene Generation Yunsong Zhou, Michael Simon, Zhenghao Peng, Sicheng Mo, Hongzhi Zhu, Minyi Guo, and Bolei Zhou In Advances in Neural Information Processing Systems (NeurIPS), 2024 Website PDF NeurIPS Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance Kuan Heng Lin*, Sicheng Mo*, Ben Klingher, Fangzhou Mu, and Bolei Zhou In Advances in Neural Information Processing Systems (NeurIPS), 2024 Website PDF CVPR FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition Sicheng Mo*, Fangzhou Mu*, Kuan Heng Lin, Yanli Liu, Bochen Guan, Yin Li, and Bolei Zhou In Computer Vision and Pattern Recognition (CVPR), 2024 Website PDF Code CVPR SnAG: Scalable and Accurate Video Grounding Fangzhou Mu*, Sicheng Mo*, and Yin Li In Computer Vision and Pattern Recognition (CVPR), 2024 Website PDF 2022 arXiv A Simple Transformer-Based Model for Ego4D Natural Language Queries Challenge Sicheng Mo, Fangzhou Mu, and Yin Li In arXiv, Oct 2022 Website PDF arXiv Where a Strong Backbone Meets Strong Features–ActionFormer for Ego4D Moment Queries Challenge Fangzhou Mu, Sicheng Mo, Gillian Wang, and Yin Li In arXiv, Oct 2022 Website PDF ICMLW Causal Omnivore: Fusing Noisy Estimates of Spurious Correlations Dyah Adila, Sonia Cromp, Sicheng Mo, and Frederic Sala In ICML’22 Workshop on Spurious Correlations, Invariance, and Stability, Jun 2022 PDF TPAMI Physics to the Rescue: Deep Non-line-of-sight Reconstruction for High-speed Imaging Fangzhou Mu, Sicheng Mo, Jiayong Peng, Xiaochun Liu, Ji Hyun Nam, Siddeshwar Raghavan, Andreas Velten, and Yin Li In ICCP/TPAMI, Jun 2022 Website PDF
