Collaborative Feature-Logits Contrastive Learning for Open-Set Semi-Supervised Object Detection. - Xinhao Zhong; Siyu Jiao; Yao Zhao 001; Yunchao Wei (MMAsia, 2024)

Hierarchical Features Matter: A Deep Exploration of GAN Priors for Improved Dataset Distillation. - Xinhao Zhong; Hao Fang 011; Bin Chen 011; Xulin Gu; Tao Dai 001; Meikang Qiu; Shu-Tao Xia (CoRR, 2024)

Efficient Dataset Distillation via Diffusion-Driven Patch Selection for Improved Generalization. - Xinhao Zhong; Shuoyang Sun; Xulin Gu; Zhaoyang Xu; Yaowei Wang 001; Jianlong Wu; Bin Chen 011 (CoRR, 2024)

Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation. - Xinhao Zhong; Hao Fang 011; Bin Chen 011; Xulin Gu; Meikang Qiu; Shuhan Qi; Shu-Tao Xia (CVPR, 2025)

Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information. - Xinhao Zhong; Bin Chen 011; Hao Fang 011; Xulin Gu; Shu-Tao Xia; En-Hui Yang (ICLR, 2025)

DD-Ranking: Rethinking the Evaluation of Dataset Distillation. - Zekai Li; Xinhao Zhong; Samir Khaki; Zhiyuan Liang; Yuhao Zhou; Mingjia Shi; Ziqiao Wang; Xuanlei Zhao; Wangbo Zhao; Ziheng Qin; Mengxuan Wu; Pengfei Zhou; et al. (CoRR, 2025)

Temporal Saliency-Guided Distillation: A Scalable Framework for Distilling Video Datasets. - Xulin Gu; Xinhao Zhong; Zhixing Wei; Yimin Zhou 011; Shuoyang Sun; Bin Chen 011; Hongpeng Wang; Yuan Luo (CoRR, 2025)