Uncertainty-Aware Domain Adaptation for Action Recognition. - Xiaoguang Zhu; You Wu; Zhantao Yang; Peilin Liu (ICONIP (3), 2021)

Graph-based reasoning attention pooling with curriculum design for content-based image retrieval. - Xiaoguang Zhu; Haoyu Wang; Peilin Liu; Zhantao Yang; Jiuchao Qian (Image Vis. Comput., 2021)

Dark-Aware Network For Fine-Grained Sketch-Based Image Retrieval. - Zhantao Yang; Xiaoguang Zhu; Jiuchao Qian; Peilin Liu (IEEE Signal Process. Lett., 2021)

Dimensionality-Varying Diffusion Process. - Han Zhang 010; Ruili Feng; Zhantao Yang; Lianghua Huang; Yu Liu 063; Yifei Zhang; Yujun Shen; Deli Zhao; Jingren Zhou 001; Fan Cheng 002 (CVPR, 2023)

Eliminating Lipschitz Singularities in Diffusion Models. - Zhantao Yang; Ruili Feng; Han Zhang 010; Yujun Shen; Kai Zhu 004; Lianghua Huang; Yifei Zhang; Yu Liu 063; Deli Zhao; Jingren Zhou 001; Fan Cheng 002 (CoRR, 2023)

DreamClean: Restoring Clean Image Using Deep Diffusion Prior. - Jie Xiao 002; Ruili Feng; Han Zhang 010; Zhiheng Liu; Zhantao Yang; Yurui Zhu; Xueyang Fu; Kai Zhu 004; Yu Liu 063; Zheng-Jun Zha (ICLR, 2024)

Lipschitz Singularities in Diffusion Models. - Zhantao Yang; Ruili Feng; Han Zhang 010; Yujun Shen; Kai Zhu 004; Lianghua Huang; Yifei Zhang; Yu Liu 063; Deli Zhao; Jingren Zhou 001; Fan Cheng 002 (ICLR, 2024)

CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models. - Jie Xiao 002; Kai Zhu 004; Han Zhang 010; Zhiheng Liu; Yujun Shen; Zhantao Yang; Ruili Feng; Yu Liu 063; Xueyang Fu; Zheng-Jun Zha (ICML, 2024)

RTGen: Generating Region-Text Pairs for Open-Vocabulary Object Detection. - Fangyi Chen; Han Zhang 048; Zhantao Yang; Hao Chen 102; Kai Hu 010; Marios Savvides (CoRR, 2024)

BACON: Supercharge Your VLM with Bag-of-Concept Graph to Mitigate Hallucinations. - Zhantao Yang; Ruili Feng; Keyu Yan; Huangji Wang; Zhicai Wang; Shangwen Zhu; Han Zhang 010; Jie Xiao 002; Pingyu Wu; Kai Zhu 004; Jixuan Chen; Chen-Wei Xie; et al. (CoRR, 2024)

Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce. - Zhantao Yang; Han Zhang 048; Fangyi Chen; Anudeepsekhar Bolimera; Marios Savvides (CoRR, 2024)

The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control. - Ruili Feng; Han Zhang 010; Zhantao Yang; Jie Xiao 002; Zhilei Shu; Zhiheng Liu; Andy Zheng; Yukun Huang; Yu Liu 063; Hongyang Zhang (CoRR, 2024)

Optimal selection of key parameters for homomorphic filtering based on information entropy. - Zhantao Yang; Yangtenglong Li; Xuan Bai; Guangfeng Yan; Qi Sun; Cong Fu 015 (Multim. Tools Appl., 2024)

BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs. - Zhantao Yang; Ruili Feng; Keyu Yan; Huangji Wang; Zhicai Wang; Shangwen Zhu; Han Zhang 010; Jie Xiao 002; Pingyu Wu; Kai Zhu 004; Jixuan Chen; Chen-Wei Xie; et al. (CVPR, 2025)

Accelerating Diffusion Sampling via Exploiting Local Transition Coherence. - Shangwen Zhu; Han Zhang 010; Zhantao Yang; Qianyu Peng; Zhao Pu; Huangji Wang; Fan Cheng 002 (CoRR, 2025)

Instability in Diffusion ODEs: An Explanation for Inaccurate Image Reconstruction. - Han Zhang 010; Jinghong Mao; Shangwen Zhu; Zhantao Yang; Lianghua Huang; Yu Liu 063; Deli Zhao; Ruili Feng; Fan Cheng 002 (CoRR, 2025)

TD-Interpreter: Enhancing the Understanding of Timing Diagrams with Visual-Language Learning. - Jie He; Vincent Theo Willem Kenbeek; Zhantao Yang; Meixun Qu; Ezio Bartocci; Dejan Nickovic; Radu Grosu (CoRR, 2025)

RAAG: Ratio Aware Adaptive Guidance. - Shangwen Zhu; Qianyu Peng; Yuting Hu; Zhantao Yang; Han Zhang 010; Zhao Pu; Ruili Feng; Fan Cheng 002 (CoRR, 2025)

STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision. - Chen Li; Han Zhang 048; Zhantao Yang; Fangyi Chen; Zihan Wang; Anudeepsekhar Bolimera; Marios Savvides (CoRR, 2025)