Zangwei Zheng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 27

Top Topics

Stepwise Regression

Prediction Model

Multi Layered Perceptron

Efficient Optimization

Top Venues

Publications

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 (2024)
Yang Luo, Zangwei Zheng, Zirui Zhu, Yang You
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? CoRR (2024)
Fuzhao Xue, Zian Zheng, Yao Fu, Jinjie Ni, Zangwei Zheng, Wangchunshu Zhou, Yang You
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models. CoRR (2024)
Zirui Zhu, Yong Liu, Zangwei Zheng, Huifeng Guo, Yang You
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization. CoRR (2024)
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)
Xuanlei Zhao, Shenggan Cheng, Zangwei Zheng, Zheming Yang, Ziming Liu, Yang You
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers. CoRR (2024)
Zirui Zhu, Yong Liu, Zangwei Zheng, Huifeng Guo, Yang You
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization. WWW (2024)
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)
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 (2023)
Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang, Yang You
CAME: Confidence-guided Adaptive Memory Efficient Optimization. ACL (1) (2023)
Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang, Yang You
CAME: Confidence-guided Adaptive Memory Efficient Optimization. CoRR (2023)
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)
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. CoRR (2023)
Zangwei Zheng, Xiaozhe Ren, Fuzhao Xue, Yang Luo, Xin Jiang, Yang You
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline. CoRR (2023)
Zangwei Zheng, Xiaozhe Ren, Fuzhao Xue, Yang Luo, Xin Jiang, Yang You
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline. NeurIPS (2023)
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. NeurIPS (2023)
Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Yongming Chen, Xin Jiang, Yang You
A Study on Transformer Configuration and Training Objective. ICML (2023)
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 (2023)
Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Xin Jiang, Yang You
Deeper vs Wider: A Revisit of Transformer Configuration. CoRR (2022)
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 Qing, Youlong Cheng, Yang You
CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU. CoRR (2022)
Zangwei Zheng, Xiangyu Yue, Kai Wang, Yang You
Prompt Vision Transformer for Domain Generalization. CoRR (2022)
Zangwei Zheng, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli
Scene-aware Learning Network for Radar Object Detection. ICMR (2021)
Xiangyu Yue, Zangwei Zheng, Colorado Reed, Hari Prasanna Das, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli
Multi-source Few-shot Domain Adaptation. CoRR (2021)
Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation. CoRR (2021)
Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli
Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation. CVPR (2021)
Yuxuan Lou, Fuzhao Xue, Zangwei Zheng, Yang You
Sparse-MLP: A Fully-MLP Architecture with Conditional Computation. CoRR (2021)
Zangwei Zheng, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli
Scene-aware Learning Network for Radar Object Detection. CoRR (2021)