Ao Ma
20 papers · 2023–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 💎 Century Club · Bronze ⚡ Prolific Year · Prolific
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image generation
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diffusion transformer
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text-to-image generation
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text-to-video generation
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video generation
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efficient computing
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click-through rate
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reinforcement learning
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autoregressive transformer
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video synthesis
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direct preference optimization
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personalized generation
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text generation
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Papers
AutoPP: Towards Automated Product Poster Generation and Optimization
AAAI 2026
Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark
CVPR 2026
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models
CVPR 2026
GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping
CVPR 2026
ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation
AAAI 2026
InnoAds-Composer: Efficient Condition Composition for E-Commerce Poster Generation
CVPR 2026
MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation
AAAI 2026
Re-Align: Structured Reasoning-guided Alignment for In-Context Image Generation and Editing
CVPR 2026
RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers
AAAI 2026
TR-DQ: Time-Rotation Diffusion Quantization
AAAI 2026
Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities
AAAI 2025
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance
IJCAI 2025
Lay2Story: Extending Diffusion Transformers for Layout-Togglable Story Generation
ICCV 2025
Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts
ICCV 2025
Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities
ACL 2025
PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models
ICCV 2025
PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task
ICLR 2025
Source-Free Domain Adaptation for Cross-Modality Cardiac Image Segmentation with Contrastive Class Relationship Consistency
MICCAI 2025
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
NeurIPS 2024
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone
NeurIPS 2023