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2020 – today
- 2025
[c7]Yang Luo, Zangwei Zheng, Ziheng Qin, Zirui Zhu, Yong Liu, Yang You:
MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training. ICML 2025- [c6]Ziheng Qin, Hailun Xu, Wei Chee Yew, Qi Jia, Yang Luo, Kanchan Sarkar, Danhui Guan, Kai Wang, Yang You:
Info-Coevolution: An Efficient Framework for Data Model Coevolution. ICML 2025 - [c5]Renshuai Tao, Ziheng Qin, Yifu Ding, Chuangchuang Tan, Jiakai Wang, Wei Wang:
Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection. IJCAI 2025: 520-528 - [i12]Zekai Li, Xinhao Zhong, Samir Khaki, Zhiyuan Liang, Yuhao Zhou, Mingjia Shi, Ziqiao Wang, Xuanlei Zhao, Wangbo Zhao, Ziheng Qin, Mengxuan Wu, Pengfei Zhou, Haonan Wang, David Junhao Zhang, Jia-Wei Liu, Shaobo Wang, Dai Liu, Linfeng Zhang, Guang Li, Kun Wang, Zheng Zhu, Zhiheng Ma, Joey Tianyi Zhou, Jiancheng Lv, Yaochu Jin, Peihao Wang, Kaipeng Zhang, Lingjuan Lyu, Yiran Huang, Zeynep Akata, Zhiwei Deng, Xindi Wu, George Cazenavette, Yuzhang Shang
, Justin Cui, Jindong Gu, Qian Zheng, Hao Ye, Shuo Wang, Xiaobo Wang, Yan Yan, Angela Yao, Mike Zheng Shou, Tianlong Chen, Hakan Bilen, Baharan Mirzasoleiman, Manolis Kellis, Konstantinos N. Plataniotis, Zhangyang Wang, Bo Zhao, Yang You, Kai Wang:
DD-Ranking: Rethinking the Evaluation of Dataset Distillation. CoRR abs/2505.13300 (2025) - [i11]Ziheng Qin, Hailun Xu, Wei Chee Yew, Qi Jia, Yang Luo, Kanchan Sarkar, Danhui Guan, Kai Wang, Yang You:
Info-Coevolution: An Efficient Framework for Data Model Coevolution. CoRR abs/2506.08070 (2025) - [i10]Yang Luo, Zangwei Zheng, Ziheng Qin, Zirui Zhu, Yong Liu, Yang You:
MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training. CoRR abs/2508.20577 (2025) - [i9]Suorong Yang, Jie Zong, Lihang Wang, Ziheng Qin, Hai Gan, Pengfei Zhou, Kai Wang, Yang You, Furao Shen:
On-the-Fly Data Augmentation via Gradient-Guided and Sample-Aware Influence Estimation. CoRR abs/2510.00434 (2025) - [i8]Penghao Wang, Yuhao Zhou, Mengxuan Wu, Ziheng Qin, Bangyuan Zhu, Shengbin Huang, Xuanlei Zhao, Panpan Zhang, Xiaojiang Peng, Yuzhang Shang, Jianfei Yang, Zheng Zhu, Tianlong Chen, Zhangyang Wang, Kai Wang:
ResearchGPT: Benchmarking and Training LLMs for End-to-End Computer Science Research Workflows. CoRR abs/2510.20279 (2025) - [i7]Yipu Wang, Yuheng Ji, Yuyang Liu, Enshen Zhou, Ziqiang Yang, Yuxuan Tian, Ziheng Qin, Yue Liu, Huajie Tan, Cheng Chi, Zhiyuan Ma, Daniel Dajun Zeng, Xiaolong Zheng:
Towards Cross-View Point Correspondence in Vision-Language Models. CoRR abs/2512.04686 (2025) - [i6]Ziheng Qin, Yuheng Ji, Renshuai Tao, Yuxuan Tian, Yuyang Liu, Yipu Wang, Xiaolong Zheng:
Scaling Up AI-Generated Image Detection via Generator-Aware Prototypes. CoRR abs/2512.12982 (2025) - 2024
- [c4]Ziheng Qin, Zhaopan Xu, Yukun Zhou, Zangwei Zheng, Zebang Cheng, Hao Tang, Lei Shang, Baigui Sun, Xiaojiang Peng, Radu Timofte, Hongxun Yao, Kai Wang, Yang You:
Dataset Growth. ECCV (9) 2024: 58-75 - [c3]Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, Zhaopan Xu, Daquan Zhou, Lei Shang, Baigui Sun, Xuansong Xie, Yang You:
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning. ICLR 2024 - [i5]Ziheng Qin, Zhaopan Xu, Yukun Zhou, Zangwei Zheng, Zebang Cheng, Hao Tang, Lei Shang, Baigui Sun, Xiaojiang Peng, Radu Timofte, Hongxun Yao, Kai Wang, Yang You:
Dataset Growth. CoRR abs/2405.18347 (2024) - [i4]Qi Jia, Xiang Yue, Shanshan Huang, Ziheng Qin, Yizhu Liu, Bill Yuchen Lin, Yang You:
Visual Perception in Text Strings. CoRR abs/2410.01733 (2024) - [i3]Qi Jia, Siyu Ren, Ziheng Qin, Fuzhao Xue, Jinjie Ni, Yang You:
Boosting LLM via Learning from Data Iteratively and Selectively. CoRR abs/2412.17365 (2024) - 2023
- [c2]Zangwei Zheng, Pengtai Xu, Xuan Zou, Da Tang, Zhen Li, Chenguang Xi, Peng Wu, Leqi Zou, Yijie Zhu, Ming Chen, Xiangzhuo Ding, Fuzhao Xue, Ziheng Qin, Youlong Cheng, Yang You:
CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU. AAAI 2023: 11390-11398 - [c1]Zangwei Zheng, Mingyuan Ma, Kai Wang, Ziheng Qin, Xiangyu Yue, Yang You:
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models. ICCV 2023: 19068-19079 - [i2]Ziheng Qin, Kai Wang, Zangwei Zheng, Jianyang Gu, Xiangyu Peng, Daquan Zhou, Yang You:
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning. CoRR abs/2303.04947 (2023) - [i1]Zangwei Zheng, Mingyuan Ma, Kai Wang, Ziheng Qin, Xiangyu Yue, Yang You:
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models. CoRR abs/2303.06628 (2023)
Coauthor Index
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