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ORCIDAo Ma 0005
Person information
- affiliation: JD.com
- affiliation: 360 AI Institute
Other persons with the same name
- Ao Ma — disambiguation page
- Ao Ma 0001
![[0000-0002-4815-6704]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0002-4815-6704")
— University of Electronic Science and Technology of China, Chengdu, China - Ao Ma 0002 — University of Sydney, Sydney, NSW, Australia
- Ao Ma 0003 — China Mobile (SuZhou) Software Technology Co., Ltd, China
- Ao Ma 0004 — National University of Defense Technology, Changsha, China
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2020 – today
- 2026
[c11]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:
RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers. AAAI 2026: 2598-2606- [c10]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:
MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation. AAAI 2026: 7033-7041 - [c9]Yihua Shao, Xiaofeng Lin, Xinwei Long, Siyu Chen, Minxi Yan, Yang Liu, Ziyang Yan, Ao Ma, Hao Tang, Jingcai Guo:
ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation. AAAI 2026: 8860-8868 - [c8]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:
TR-DQ: Time-Rotation Diffusion Quantization. AAAI 2026: 8869-8877 - [i19]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:
One Size, Many Fits: Aligning Diverse Group-Wise Click Preferences in Large-Scale Advertising Image Generation. CoRR abs/2602.02033 (2026) - [i18]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:
Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation. CoRR abs/2602.11635 (2026) - [i17]Ke Cao, Xuanhua He, Xueheng Li, Lingting Zhu, Yingying Wang, Ao Ma, Zhanjie Zhang, Man Zhou, Chengjun Xie, Jie Zhang:
Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark. CoRR abs/2603.00543 (2026) - [i16]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:
InnoAds-Composer: Efficient Condition Composition for E-Commerce Poster Generation. CoRR abs/2603.05898 (2026) - [i15]Shenghan Zhang, Run Ling, Ke Cao, Ao Ma, Zhanjie Zhang:
FedCVU: Federated Learning for Cross-View Video Understanding. CoRR abs/2603.21647 (2026) - 2025
- [c7]Shanyuan Liu, Bo Cheng, Yuhang Ma, Liebucha Wu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin:
Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities. AAAI 2025: 5541-5549 - [c6]Ao Ma, Jiasong Feng, Ke Cao, Jing Wang, Yun Wang, Quanwei Zhang, Zhanjie Zhang:
Lay2Story: Extending Diffusion Transformers for Layout-Togglable Story Generation. 2025: 16102-16111 - [c5]Runze He, Bo Cheng, Yuhang Ma, Qingxiang Jia, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Liebucha Wu, Dawei Leng, Yuhui Yin:
PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models. 2025: 18143-18154 - [c4]Jing Wang, Ao Ma, Jiasong Feng, Dawei Leng, Yuhui Yin, Xiaodan Liang:
PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task. ICLR 2025 - [c3]Jiasong Feng, Ao Ma, Jing Wang, Ke Cao, Zhanjie Zhang:
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance. IJCAI 2025: 10081-10089 - [c2]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:
EventVAD: Training-Free Event-Aware Video Anomaly Detection. ACM Multimedia 2025: 2586-2595 - [i14]Ke Cao, Jing Wang, Ao Ma, Jiasong Feng, Zhanjie Zhang, Xuanhua He, Shanyuan Liu, Bo Cheng, Dawei Leng, Yuhui Yin, Jie Zhang:
RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers. CoRR abs/2502.14377 (2025) - [i13]Jing Wang, Ao Ma, Ke Cao, Jun Zheng, Zhanjie Zhang, Jiasong Feng, Shanyuan Liu, Yuhang Ma, Bo Cheng, Dawei Leng, Yuhui Yin, Xiaodan Liang:
WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation. CoRR abs/2503.08153 (2025) - [i12]Zhanjie Zhang, Ao Ma, Ke Cao, Jing Wang, Shanyuan Liu, Yuhang Ma, Bo Cheng, Dawei Leng, Yuhui Yin:
U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers. CoRR abs/2503.08157 (2025) - [i11]Yuhang Ma, Bo Cheng, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Liebucha Wu, Dawei Leng, Yuhui Yin:
NAMI: Efficient Image Generation via Progressive Rectified Flow Transformers. CoRR abs/2503.09242 (2025) - [i10]Runze He, Bo Cheng, Yuhang Ma, Qingxiang Jia, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Liebucha Wu, Dawei Leng, Yuhui Yin:
PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models. CoRR abs/2503.10127 (2025) - [i9]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:
EventVAD: Training-Free Event-Aware Video Anomaly Detection. CoRR abs/2504.13092 (2025) - [i8]Yihua Shao, Xiaofeng Lin, Xinwei Long, Siyu Chen, Minxi Yan, Yang Liu, Ziyang Yan, Ao Ma, Hao Tang, Jingcai Guo:
ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation. CoRR abs/2508.04153 (2025) - [i7]Ao Ma, Jiasong Feng, Ke Cao, Jing Wang, Yun Wang, Quanwei Zhang, Zhanjie Zhang:
Lay2Story: Extending Diffusion Transformers for Layout-Togglable Story Generation. CoRR abs/2508.08949 (2025) - [i6]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:
GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping. CoRR abs/2510.22319 (2025) - [i5]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:
AutoPP: Towards Automated Product Poster Generation and Optimization. CoRR abs/2512.21921 (2025) - [i4]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:
MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation. CoRR abs/2512.22310 (2025) - 2024
- [c1]Bo Cheng, Yuhang Ma, Liebucha Wu, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin:
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation. NeurIPS 2024 - [i3]Jiasong Feng, Ao Ma, Jing Wang, Bo Cheng, Xiaodan Liang, Dawei Leng, Yuhui Yin:
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance. CoRR abs/2408.08189 (2024) - [i2]Jing Wang, Ao Ma, Jiasong Feng, Dawei Leng, Yuhui Yin, Xiaodan Liang:
Qihoo-T2X: An Efficiency-Focused Diffusion Transformer via Proxy Tokens for Text-to-Any-Task. CoRR abs/2409.04005 (2024) - [i1]Bo Cheng, Yuhang Ma, Liebucha Wu, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin:
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation. CoRR abs/2410.14324 (2024)
Coauthor Index
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