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Jiarong Cheng

2 accepted papers

2026

Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers

ICLR 2026poster

Recent advances in diffusion models have significantly improved image editing. However, challenges persist in handling geometric transformations, such as translation, rotation, and scaling, particularly in complex scenes. Existing approaches suffer from two main limitations: (1) difficulty in achiev…

Cited by 0SourceScholar
2025

Federated Dialogue-Semantic Diffusion for Emotion Recognition under Incomplete Modalities

NeurIPS 2025poster

Multimodal Emotion Recognition in Conversations (MERC) enhances emotional understanding through the fusion of multimodal signals. However, unpredictable modality absence in real-world scenarios significantly degrades the performance of existing methods. Conventional missing-modality recovery approac…

Cited by 0SourceScholar