CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU. - Zangwei Zheng; Pengtai Xu; Xuan Zou; Da Tang; Zhen Li 026; Chenguang Xi; Peng Wu; Leqi Zou; Yijie Zhu; Ming Chen; Xiangzhuo Ding; Fuzhao Xue; et al. (AAAI, 2023)

Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models. - Zangwei Zheng; Mingyuan Ma; Kai Wang 036; Ziheng Qin; Xiangyu Yue 001; Yang You 001 (ICCV, 2023)

InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning. - Ziheng Qin; Kai Wang 036; Zangwei Zheng; Jianyang Gu; Xiangyu Peng; Daquan Zhou; Yang You 001 (CoRR, 2023)

Dataset Growth. - Ziheng Qin; Zhaopan Xu; Yukun Zhou; Zangwei Zheng; Zebang Cheng; Hao Tang 005; Lei Shang; Baigui Sun; Xiaojiang Peng; Radu Timofte; Hongxun Yao; Kai Wang 036; et al. (ECCV (9), 2024)

InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning. - Ziheng Qin; Kai Wang 036; Zangwei Zheng; Jianyang Gu; Xiangyu Peng; Zhaopan Xu; Daquan Zhou; Lei Shang; Baigui Sun; Xuansong Xie; Yang You 001 (ICLR, 2024)

Visual Perception in Text Strings. - Qi Jia; Xiang Yue; Shanshan Huang 002; Ziheng Qin; Yizhu Liu; Bill Yuchen Lin; Yang You 001 (CoRR, 2024)

Boosting LLM via Learning from Data Iteratively and Selectively. - Qi Jia; Siyu Ren; Ziheng Qin; Fuzhao Xue; Jinjie Ni; Yang You 001 (CoRR, 2024)

Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection. - Renshuai Tao; Ziheng Qin; Yifu Ding; Chuangchuang Tan; Jiakai Wang; Wei Wang 108 (IJCAI, 2025)

DD-Ranking: Rethinking the Evaluation of Dataset Distillation. - Zekai Li; Xinhao Zhong; Samir Khaki; Zhiyuan Liang; Yuhao Zhou 004; Mingjia Shi; Ziqiao Wang; Xuanlei Zhao; Wangbo Zhao; Ziheng Qin; Mengxuan Wu; Pengfei Zhou; et al. (CoRR, 2025)

Info-Coevolution: An Efficient Framework for Data Model Coevolution. - Ziheng Qin; Hailun Xu; Wei Chee Yew; Qi Jia; Yang Luo; Kanchan Sarkar; Danhui Guan; Kai Wang; Yang You (CoRR, 2025)

MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training. - Yang Luo; Zangwei Zheng; Ziheng Qin; Zirui Zhu; Yong Liu 020; Yang You 001 (CoRR, 2025)