Ao Ma

According to our database, Ao Ma authored at least 25 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

FedCVU: Federated Learning for Cross-View Video Understanding.

Shenghan Zhang, Run Ling, Ke Cao, Ao Ma, Zhanjie Zhang

CoRR, March, 2026

InnoAds-Composer: Efficient Condition Composition for E-Commerce Poster Generation.

Yuxin Qin, Ke Cao, Haowei Liu, Ao Ma, Fengheng Li, Honghe Zhu, Zheng Zhang, Run Ling, Wei Feng, Xuanhua He, Zhanjie Zhang, Zhen Guo, Haoyi Bian, Jingjing Lv, Junjie Shen, Ching Law

CoRR, March, 2026

Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark.

Ke Cao, Xuanhua He, Xueheng Li, Lingting Zhu, Yingying Wang, Ao Ma, Zhanjie Zhang, Man Zhou, Chengjun Xie, Jie Zhang

CoRR, March, 2026

Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation.

Shuo Lu, Jianjie Cheng, Yinuo Xu, Yongcan Yu, Lijun Sheng, Peijie Wang, Siru Jiang, Yongguan Hu, Run Ling, Yihua Shao, Ao Ma, Wei Feng, Lingxiao He, Meng Wang, Qianlong Xie, Xingxing Wang, Ran He, Jian Liang

CoRR, February, 2026

One Size, Many Fits: Aligning Diverse Group-Wise Click Preferences in Large-Scale Advertising Image Generation.

Shuo Lu, Haohan Wang, Wei Feng, Weizhen Wang, Shen Zhang, Yaoyu Li, Ao Ma, Zheng Zhang, Jingjing Lv, Junjie Shen, Ching Law, Bing Zhan, Yuan Xu, Huizai Yao, Yongcan Yu, Chenyang Si, Jian Liang

CoRR, February, 2026

TR-DQ: Time-Rotation Diffusion Quantization.

Yihua Shao, Deyang Lin, Minxi Yan, Siyu Chen, Fanhu Zeng, Minwen Liao, Ao Ma, Ziyang Yan, Haozhe Wang, Yan Wang, Zhi Chen, Xiaofeng Cao, Haotong Qin, Hao Tang, Jingcai Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation.

Yihua Shao, Xiaofeng Lin, Xinwei Long, Siyu Chen, Minxi Yan, Yang Liu, Ziyang Yan, Ao Ma, Hao Tang, Jingcai Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation.

Run Ling, Ke Cao, Jian Lu, Ao Ma, Haowei Liu, Runze He, Changwei Wang, Rongtao Xu, Yihua Shao, Zhanjie Zhang, Peng Wu, Guibing Guo, Wei Feng, Zheng Zhang, Jingjing Lv, Junjie Shen, Ching Law, Xingwei Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers.

Ke Cao, Jing Wang, Ao Ma, Jiasong Feng, Xuanhua He, Run Ling, Haowei Liu, Jian Lu, Wei Feng, Haozhe Wang, Hongjuan Pei, Yihua Shao, Zhanjie Zhang, Jie Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

AutoPP: Towards Automated Product Poster Generation and Optimization.

Jiahao Fan, Yuxin Qin, Wei Feng, Yanyin Chen, Yaoyu Li, Ao Ma, Yixiu Li, Li Zhuang, Haoyi Bian, Zheng Zhang, Jingjing Lv, Junjie Shen, Ching Law

CoRR, December, 2025

GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping.

Jing Wang, Jiajun Liang, Jie Liu, Henglin Liu, Gongye Liu, Jun Zheng, Wanyuan Pang, Ao Ma, Zhenyu Xie, Xintao Wang, Meng Wang, Pengfei Wan, Xiaodan Liang

CoRR, October, 2025

EventVAD: Training-Free Event-Aware Video Anomaly Detection.

Yihua Shao, Haojin He, Sijie Li, Siyu Chen, Xinwei Long, Fanhu Zeng, Yuxuan Fan, Muyang Zhang, Ziyang Yan, Ao Ma, Xiaochen Wang, Hao Tang, Yan Wang, Shuyan Li

CoRR, April, 2025

NAMI: Efficient Image Generation via Progressive Rectified Flow Transformers.

Yuhang Ma, Bo Cheng, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Liebucha Wu, Dawei Leng, Yuhui Yin

CoRR, March, 2025

U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers.

Zhanjie Zhang, Ao Ma, Ke Cao, Jing Wang, Shanyuan Liu, Yuhang Ma, Bo Cheng, Dawei Leng, Yuhui Yin

CoRR, March, 2025

WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation.

Jing Wang, Ao Ma, Ke Cao, Jun Zheng, Zhanjie Zhang, Jiasong Feng, Shanyuan Liu, Yuhang Ma, Bo Cheng, Dawei Leng, Yuhui Yin, Xiaodan Liang

CoRR, March, 2025

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers.

Ke Cao, Jing Wang, Ao Ma, Jiasong Feng, Zhanjie Zhang, Xuanhua He, Shanyuan Liu, Bo Cheng, Dawei Leng, Yuhui Yin, Jie Zhang

CoRR, February, 2025

EventVAD: Training-Free Event-Aware Video Anomaly Detection.

Yihua Shao, Haojin He, Sijie Li, Siyu Chen, Xinwei Long, Fanhu Zeng, Yuxuan Fan, Muyang Zhang, Ziyang Yan, Ao Ma, Xiaochen Wang, Hao Tang, Yan Wang, Shuyan Li

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance.

Jiasong Feng, Ao Ma, Jing Wang, Ke Cao, Zhanjie Zhang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task.

Jing Wang, Ao Ma, Jiasong Feng, Dawei Leng, Yuhui Yin, Xiaodan Liang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Lay2Story: Extending Diffusion Transformers for Layout-Togglable Story Generation.

Ao Ma, Jiasong Feng, Ke Cao, Jing Wang, Yun Wang, Quanwei Zhang, Zhanjie Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models.

Runze He, Bo Cheng, Yuhang Ma, Qingxiang Jia, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Liebucha Wu, Dawei Leng, Yuhui Yin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities.

Shanyuan Liu, Bo Cheng, Yuhang Ma, Liebucha Wu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Qihoo-T2X: An Efficiency-Focused Diffusion Transformer via Proxy Tokens for Text-to-Any-Task.

Jing Wang, Ao Ma, Jiasong Feng, Dawei Leng, Yuhui Yin, Xiaodan Liang

CoRR, 2024

FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance.

Jiasong Feng, Ao Ma, Jing Wang, Bo Cheng, Xiaodan Liang, Dawei Leng, Yuhui Yin

CoRR, 2024

HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation.

Bo Cheng, Yuhang Ma, Liebucha Wu, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024