| 2025 | AAAI | Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models. | Chutian Meng, Fan Ma, Jiaxu Miao, Chi Zhang, Yi Yang, Yueting Zhuang |
| 2025 | AAAI | Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion. | Honglei Miao, Fan Ma, Ruijie Quan, Kun Zhan, Yi Yang |
| 2025 | AAAI | BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities. | Zhibo Tian, Ruijie Quan, Fan Ma, Kun Zhan, Yi Yang |
| 2025 | CVPR | Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy. | You Li, Fan Ma, Yi Yang |
| 2025 | CVPR | Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion. | Zhenglin Zhou, Fan Ma, Hehe Fan, Tat-Seng Chua |
| 2025 | ICCV | From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-Reward Alignment. | Yucheng Suo, Fan Ma, Linchao Zhu, Tianyi Wang, Fengyun Rao, Yi Yang |
| 2025 | ICCV | InfiniDreamer: Arbitrarily Long Human Motion Generation Via Segment Score Distillation. | Wenjie Zhuo, Fan Ma, Hehe Fan |
| 2025 | ICLR | Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection. | Yucheng Suo, Fan Ma, Kaixin Shen, Linchao Zhu, Yi Yang |
| 2025 | ICML | DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization. | Zhenglin Zhou, Xiaobo Xia, Fan Ma, Hehe Fan, Yi Yang, Tat-Seng Chua |
| 2024 | AAAI | Stitching Segments and Sentences towards Generalization in Video-Text Pre-training. | Fan Ma, Xiaojie Jin, Heng Wang, Jingjia Huang, Linchao Zhu, Yi Yang |
| 2024 | CVPR | LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels. | Tuo Feng, Wenguan Wang, Fan Ma, Yi Yang |
| 2024 | CVPR | CapHuman: Capture Your Moments in Parallel Universes. | Chao Liang, Fan Ma, Linchao Zhu, Yingying Deng, Yi Yang |
| 2024 | CVPR | Vista-llama: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens. | Fan Ma, Xiaojie Jin, Heng Wang, Yuchen Xian, Jiashi Feng, Yi Yang |
| 2024 | CVPR | Clustering for Protein Representation Learning. | Ruijie Quan, Wenguan Wang, Fan Ma, Hehe Fan, Yi Yang |
| 2024 | CVPR | Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity. | Ruijie Quan, Wenguan Wang, Zhibo Tian, Fan Ma, Yi Yang |
| 2024 | CVPR | Knowledge-Enhanced Dual-Stream Zero-Shot Composed Image Retrieval. | Yucheng Suo, Fan Ma, Linchao Zhu, Yi Yang |
| 2024 | CVPR | MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis. | Dewei Zhou, You Li, Fan Ma, Xiaoting Zhang, Yi Yang |
| 2024 | ECCV | HeadStudio: Text to Animatable Head Avatars with 3D Gaussian Splatting. | Zhenglin Zhou, Fan Ma, Hehe Fan, Zongxin Yang, Yi Yang |
| 2024 | ECCV | VividDreamer: Invariant Score Distillation for Hyper-Realistic Text-to-3D Generation. | Wenjie Zhuo, Fan Ma, Hehe Fan, Yi Yang |
| 2022 | CVPR | Unified Transformer Tracker for Object Tracking. | Fan Ma, Mike Zheng Shou, Linchao Zhu, Haoqi Fan, Yilei Xu, Yi Yang, Zhicheng Yan |
| 2020 | AAAI | Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries. | Hao Wang, Cheng Deng, Fan Ma, Yi Yang |
| 2020 | ECCV | SF-Net: Single-Frame Supervision for Temporal Action Localization. | Fan Ma, Linchao Zhu, Yi Yang, Shengxin Zha, Gourab Kundu, Matt Feiszli, Zheng Shou |
| 2017 | ICML | Self-Paced Co-training. | Fan Ma, Deyu Meng, Qi Xie, Zina Li, Xuanyi Dong |
| 2017 | IECON | Directional interlocking overcurrent protection of microgrids powered by inverters injected with characteristic currents. | Xiaoliang Hao, Fan Ma, Qiang Ren |
| 2017 | IECON | Emergency control strategy of hybrid power system under sudden load applying. | Xueyan Zhang, Lijun Fu, Fan Ma |
| 2017 | IGARSS | A co-training approach to the classification of local climate zones with multi-source data. | Yong Xu, Fan Ma, Deyu Meng, Chao Ren, Yee Leung |
| 2012 | ACCV | Background Subtraction Based on Multi-channel SILTP. | Fan Ma, Nong Sang |
| 2012 | ICPR | Fast image super resolution via local regression. | Shuhang Gu, Nong Sang, Fan Ma |