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publications
Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation
Published in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
This paper presents an interactive point-based editing method via diffusion semantic propagation.
Recommended citation: Haofeng Liu, Chenshu Xu, Yifei Yang, Lihua Zeng, Shengfeng He. "Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
Lagrangian Motion Fields for Long-term Motion Generation
Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
This paper proposes Lagrangian motion fields for long-term motion generation.
Recommended citation: Yifei Yang, Zikai Huang, Chenshu Xu, Shengfeng He. "Lagrangian Motion Fields for Long-term Motion Generation." IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025.
Unsupervised Latent Actions for Terrain-Aware Interactive Motion Generation
Published in Submitted to ICML 2026, 2026
This paper proposes unsupervised latent actions for terrain-aware interactive motion generation.
Recommended citation: Yifei Yang, et al. "Unsupervised Latent Actions for Terrain-Aware Interactive Motion Generation." Submitted to ICML, 2026.
Physically Plausible Motion Generation via Latent Collision Regularization
Published in Submitted to ICML 2026, 2026
This paper presents physically plausible motion generation via latent collision regularization.
Recommended citation: Yifei Yang, et al. "Physically Plausible Motion Generation via Latent Collision Regularization." Submitted to ICML, 2026.
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teaching
CS707-G1 Generation Model for NLP & Multimodal Reasoning
Graduate course, Singapore Management University, School of Computing and Information Systems, 2025
Teaching Assistant for CS707-G1 Generation Model for NLP & Multimodal Reasoning at Singapore Management University (2025.08 - 2025.11).