Towards Scalable and Fast Distributionally Robust Optimization for Data-Driven Deep Learning. - Xuli Shen; Xiaomei Wang; Qing Xu 017; Weifeng Ge; Xiangyang Xue 001 (ICDM, 2022)

Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge. - Hua Cai; Xuli Shen; Qing Xu 017; Weilin Shen; Xiaomei Wang; Weifeng Ge; Xiaoqing Zheng; Xiangyang Xue 001 (ACL (Findings), 2023)

Weakly Supervised Learning of Semantic Correspondence through Cascaded Online Correspondence Refinement. - Yiwen Huang; Yixuan Sun; Chenghang Lai; Qing Xu 017; Xiaomei Wang; Xuli Shen; Weifeng Ge (ICCV, 2023)

Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis. - Zhiyu Jin; Xuli Shen; Bin Li 015; Xiangyang Xue 001 (NeurIPS, 2023)

Style spectroscope: improve interpretability and controllability through Fourier analysis. - Zhiyu Jin; Xuli Shen; Bin Li 015; Xiangyang Xue 001 (Mach. Learn., 2024)

CocoER: Aligning Multi-Level Feature by Competition and Coordination for Emotion Recognition. - Xuli Shen; Hua Cai; Weilin Shen; Qing Xu 017; Dingding Yu; Weifeng Ge; Xiangyang Xue 001 (CVPR, 2025)

Enhancing Multimodal Analogical Reasoning Through Triplet Interaction. - Hua Cai; Xuli Shen; Shuaishuai Li; Weilin Shen; Qing Xu 017 (ICASSP, 2025)

Hierarchical Context Interaction and Reasoning with Transformer for Emotion Recognition. - Wenxuan Wang; Chenglei Wang; Xiaomei Wang; Xuli Shen; Qing Xu 017; Xuelin Qian (ICASSP, 2025)

EmoHead: Emotional Talking Head via Manipulating Semantic Expression Parameters. - Xuli Shen; Hua Cai; Dingding Yu; Weilin Shen; Qing Xu 017; Xiangyang Xue 001 (CoRR, 2025)