Huang, Xun

28 publications

ICLR 2026 Learning an Image Editing Model Without Image Editing Pairs Nupur Kumari, Sheng-Yu Wang, Nanxuan Zhao, Yotam Nitzan, Yuheng Li, Krishna Kumar Singh, Richard Zhang, Eli Shechtman, Jun-Yan Zhu, Xun Huang

ICLR 2026 MotionStream: Real-Time Video Generation with Interactive Motion Controls Joonghyuk Shin, Zhengqi Li, Richard Zhang, Jun-Yan Zhu, Jaesik Park, Eli Shechtman, Xun Huang

ICLR 2026 Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search Xun Huang, Simeng Qin, Xiaoshuang Jia, Ranjie Duan, Huanqian Yan, Zhitao Zeng, Fei Yang, Yang Liu, Xiaojun Jia

CVPR 2025 From Slow Bidirectional to Fast Autoregressive Video Diffusion Models Tianwei Yin, Qiang Zhang, Richard Zhang, William T. Freeman, Fredo Durand, Eli Shechtman, Xun Huang

AAAI 2025 L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object Detection Xun Huang, Ziyu Xu, Hai Wu, Jinlong Wang, Qiming Xia, Yan Xia, Jonathan Li, Kyle Gao, Chenglu Wen, Cheng Wang

CVPR 2025 Learning to Detect Objects from Multi-Agent LiDAR Scans Without Manual Labels Qiming Xia, Wenkai Lin, Haoen Xiang, Xun Huang, Siheng Chen, Zhen Dong, Cheng Wang, Chenglu Wen

ICCV 2025 Long-Context State-Space Video World Models Ryan Po, Yotam Nitzan, Richard Zhang, Berlin Chen, Tri Dao, Eli Shechtman, Gordon Wetzstein, Xun Huang

NeurIPS 2025 Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion Xun Huang, Zhengqi Li, Guande He, Mingyuan Zhou, Eli Shechtman

CVPR 2025 V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection Xun Huang, Jinlong Wang, Qiming Xia, Siheng Chen, Bisheng Yang, Xin Li, Cheng Wang, Chenglu Wen

ICCV 2025 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, Yuheng Li

ECCV 2024 CMD: A Cross Mechanism Domain Adaptation Dataset for 3D Object Detection Jinhao Deng, Wei Ye, Hai Wu, Qiming Xia, Xun Huang, Xin Li, Jin Fang, Wei Li, Chenglu Wen, Cheng Wang

CVPR 2024 Commonsense Prototype for Outdoor Unsupervised 3D Object Detection Hai Wu, Shijia Zhao, Xun Huang, Chenglu Wen, Xin Li, Cheng Wang

CVPR 2024 HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object Detection Qiming Xia, Wei Ye, Hai Wu, Shijia Zhao, Leyuan Xing, Xun Huang, Jinhao Deng, Xin Li, Chenglu Wen, Cheng Wang

CVPR 2024 JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation Yu Zeng, Vishal M. Patel, Haochen Wang, Xun Huang, Ting-Chun Wang, Ming-Yu Liu, Yogesh Balaji

AAAI 2024 Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection Xun Huang, Hai Wu, Xin Li, Xiaoliang Fan, Chenglu Wen, Cheng Wang

CVPR 2023 DiffCollage: Parallel Generation of Large Content with Diffusion Models Qinsheng Zhang, Jiaming Song, Xun Huang, Yongxin Chen, Ming-Yu Liu

CVPR 2023 Magic3D: High-Resolution Text-to-3D Content Creation Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin

ECCV 2022 Multimodal Conditional Image Synthesis with Product-of-Experts GANs Xun Huang, Arun Mallya, Ting-Chun Wang, Ming-Yu Liu

ICCV 2019 Few-Shot Unsupervised Image-to-Image Translation Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz

ICCV 2019 PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge Belongie, Bharath Hariharan

CVPR 2018 Controllable Video Generation with Sparse Trajectories Zekun Hao, Xun Huang, Serge Belongie

CVPR 2018 Learning to Evaluate Image Captioning Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, Serge Belongie

ECCV 2018 Multimodal Unsupervised Image-to-Image Translation Xun Huang, Ming-Yu Liu, Serge Belongie, Jan Kautz

ICCV 2017 Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization Xun Huang, Serge Belongie

ICLR 2017 Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization Xun Huang, Serge J. Belongie

CVPR 2017 Stacked Generative Adversarial Networks Xun Huang, Yixuan Li, Omid Poursaeed, John Hopcroft, Serge Belongie

ECCV 2016 Top-Down Learning for Structured Labeling with Convolutional Pseudoprior Saining Xie, Xun Huang, Zhuowen Tu

ICCV 2015 SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks Xun Huang, Chengyao Shen, Xavier Boix, Qi Zhao