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Zangwei Zheng
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2020 – today
- 2024
- [c14]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 - [c13]Yang Luo, Zangwei Zheng, Zirui Zhu, Yang You:
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024: 5321-5335 - [c12]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 - [c11]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. ICML 2024 - [c10]Yunwei Bai
FSL-QuickBoost: Minimal-Cost Ensemble for Few-Shot Learning. ACM Multimedia 2024: 8326-8335 - [c9]Zirui Zhu
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization. WWW 2024: 3485-3496 - [i17]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 abs/2402.01739 (2024) - [i16]Zirui Zhu, Yong Liu, Zangwei Zheng, Huifeng Guo, Yang You:
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization. CoRR abs/2403.00798 (2024) - [i15]Xuanlei Zhao, Shenggan Cheng, Zangwei Zheng, Zheming Yang, Ziming Liu, Yang You:
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers. CoRR abs/2403.10266 (2024) - [i14]Yang Luo, Zangwei Zheng, Zirui Zhu, Yang You:
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? CoRR abs/2404.12866 (2024) - [i13]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) - 2023
- [c8]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 - [c7]Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang, Yang You:
CAME: Confidence-guided Adaptive Memory Efficient Optimization. ACL (1) 2023: 4442-4453 - [c6]Zangwei Zheng, Mingyuan Ma, Kai Wang, Ziheng Qin
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models. ICCV 2023: 19068-19079 - [c5]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: 38913-38925 - [c4]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 - [c3]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 - [i12]Ziheng Qin
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning. CoRR abs/2303.04947 (2023) - [i11]Zangwei Zheng, Mingyuan Ma, Kai Wang, Ziheng Qin
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models. CoRR abs/2303.06628 (2023) - [i10]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 abs/2305.13144 (2023) - [i9]Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You:
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. CoRR abs/2305.13230 (2023) - [i8]Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang, Yang You:
CAME: Confidence-guided Adaptive Memory Efficient Optimization. CoRR abs/2307.02047 (2023) - 2022
- [i7]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
CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU. CoRR abs/2204.06240 (2022) - [i6]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 abs/2205.10505 (2022) - [i5]Zangwei Zheng, Xiangyu Yue, Kai Wang, Yang You:
Prompt Vision Transformer for Domain Generalization. CoRR abs/2208.08914 (2022) - 2021
- [c2]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: 13834-13844 - [c1]Zangwei Zheng, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
Scene-aware Learning Network for Radar Object Detection. ICMR 2021: 573-579 - [i4]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 abs/2103.16765 (2021) - [i3]Zangwei Zheng, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
Scene-aware Learning Network for Radar Object Detection. CoRR abs/2107.01469 (2021) - [i2]Yuxuan Lou, Fuzhao Xue, Zangwei Zheng, Yang You:
Sparse-MLP: A Fully-MLP Architecture with Conditional Computation. CoRR abs/2109.02008 (2021) - [i1]Xiangyu Yue, Zangwei Zheng, Colorado Reed, Hari Prasanna Das, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
Multi-source Few-shot Domain Adaptation. CoRR abs/2109.12391 (2021)
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