A Neural Architecture Predictor based on GNN-Enhanced Transformer. - Xunzhi Xiang; Kun Jing; Jungang Xu (AISTATS, 2024)

Feature Activation-Driven Zero-Shot NAS: A Contrastive Learning Framework. - Di Wang; Xunzhi Xiang; Kun Jing; Jungang Xu (ICANN (1), 2024)

Improving Image Captioning with Image Concepts of Words. - Yiyu Wang; Xunzhi Xiang; Kun Jing; Jungang Xu; Yingfei Sun (KSEM (2), 2024)

ReMask-Animate: Refined Character Image Animation Using Mask-Guided Adapters. - Xunzhi Xiang; Haiwei Xue; Zonghong Dai; Di Wang; Minglei Li 001; Ye Yue; Fei Ma 006; Weijiang Yu; Heng Chang; Fei Richard Yu (AAAI, 2025)

Make It Efficient: Dynamic Sparse Attention for Autoregressive Image Generation. - Xunzhi Xiang; Qi Fan (CoRR, 2025)

Proteus-ID: ID-Consistent and Motion-Coherent Video Customization. - Guiyu Zhang; Chen Shi; Zijian Jiang; Xunzhi Xiang; Jingjing Qian; Shaoshuai Shi; Li Jiang (CoRR, 2025)

Macro-from-Micro Planning for High-Quality and Parallelized Autoregressive Long Video Generation. - Xunzhi Xiang; Yabo Chen; Guiyu Zhang; Zhongyu Wang; Zhe Gao; Quanming Xiang; Gonghu Shang; Junqi Liu; Haibin Huang; Yang Gao; Chi Zhang; Qi Fan; et al. (CoRR, 2025)