Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation. - Xiangyu Yue 001; Zangwei Zheng; Shanghang Zhang; Yang Gao 029; Trevor Darrell; Kurt Keutzer; Alberto L. Sangiovanni-Vincentelli (CVPR, 2021)

Scene-aware Learning Network for Radar Object Detection. - Zangwei Zheng; Xiangyu Yue 001; Kurt Keutzer; Alberto L. Sangiovanni-Vincentelli (ICMR, 2021)

Sparse-MLP: A Fully-MLP Architecture with Conditional Computation. - Yuxuan Lou; Fuzhao Xue; Zangwei Zheng; Yang You 001 (CoRR, 2021)

Multi-source Few-shot Domain Adaptation. - Xiangyu Yue 001; Zangwei Zheng; Colorado Reed; Hari Prasanna Das; Kurt Keutzer; Alberto L. Sangiovanni-Vincentelli (CoRR, 2021)

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. (CoRR, 2022)

Deeper vs Wider: A Revisit of Transformer Configuration. - Fuzhao Xue; Jianghai Chen; Aixin Sun; Xiaozhe Ren; Zangwei Zheng; Xiaoxin He; Xin Jiang 002; Yang You 001 (CoRR, 2022)

Prompt Vision Transformer for Domain Generalization. - Zangwei Zheng; Xiangyu Yue 001; Kai Wang 036; Yang You 001 (CoRR, 2022)

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)

CAME: Confidence-guided Adaptive Memory Efficient Optimization. - Yang Luo; Xiaozhe Ren; Zangwei Zheng; Zhuo Jiang; Xin Jiang 002; Yang You 001 (ACL (1), 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)

A Study on Transformer Configuration and Training Objective. - Fuzhao Xue; Jianghai Chen; Aixin Sun; Xiaozhe Ren; Zangwei Zheng; Xiaoxin He; Yongming Chen; Xin Jiang 002; Yang You 001 (ICML, 2023)

To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. - Fuzhao Xue; Yao Fu; Wangchunshu Zhou; Zangwei Zheng; Yang You 001 (NeurIPS, 2023)

Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline. - Zangwei Zheng; Xiaozhe Ren; Fuzhao Xue; Yang Luo; Xin Jiang 002; Yang You 001 (NeurIPS, 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)

How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? - Yang Luo; Zangwei Zheng; Zirui Zhu; Yang You 001 (EMNLP, 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)

OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models. - Fuzhao Xue; Zian Zheng 001; Yao Fu; Jinjie Ni; Zangwei Zheng; Wangchunshu Zhou; Yang You 001 (ICML, 2024)

FSL-QuickBoost: Minimal-Cost Ensemble for Few-Shot Learning. - Yunwei Bai; Bill Yang Cai; Ying Kiat Tan; Zangwei Zheng; Shiming Chen 002; Tsuhan Chen (ACM Multimedia, 2024)

Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization. - Zirui Zhu; Yong Liu 020; Zangwei Zheng; Huifeng Guo; Yang You 001 (WWW, 2024)

DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers. - Xuanlei Zhao; Shenggan Cheng; Zangwei Zheng; Zheming Yang; Ziming Liu; Yang You 001 (CoRR, 2024)

Open-Sora: Democratizing Efficient Video Production for All. - Zangwei Zheng; Xiangyu Peng; Tianji Yang; Chenhui Shen; Shenggui Li; Hongxin Liu; Yukun Zhou; Tianyi Li; Yang You 001 (CoRR, 2024)

Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k. - Xiangyu Peng; Zangwei Zheng; Chenhui Shen; Tom Young; Xinying Guo; Binluo Wang; Hang Xu; Hongxin Liu; Mingyan Jiang; Wenjun Li; Yuhui Wang; Anbang Ye; et al. (CoRR, 2025)