Wuyang Chen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 57

Top Topics

Neural Architecture

Hyperparameters

Top Venues

Publications

Jingxuan Xu, Wuyang Chen, Yao Zhao, Yunchao Wei
Transferable and Principled Efficiency for Open-Vocabulary Segmentation. CoRR (2024)
Wuyang Chen, Junru Wu, Zhangyang Wang, Boris Hanin
Principled Architecture-aware Scaling of Hyperparameters. CoRR (2024)
Wuyang Chen, Xinyu Gong, Junru Wu, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, Zhangyang Wang
Understanding and Accelerating Neural Architecture Search With Training-Free and Theory-Grounded Metrics. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Wuyang Chen, Jialin Song, Pu Ren, Shashank Subramanian, Dmitriy Morozov, Michael W. Mahoney
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning. CoRR (2024)
Wuyang Chen, Junru Wu, Zhangyang Wang, Boris Hanin
Principled Architecture-aware Scaling of Hyperparameters. ICLR (2024)
Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y. Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou
Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models. ICLR (2024)
Wuyang Chen, Yifeng Tong, Wei Li, Yang Ding, Junmin Li, Wenhua Wang, Ping Shi
Interannual Variations in the Summer Coastal Upwelling in the Northeastern South China Sea. Remote. Sens. 16 (7) (2024)
Yimeng Zhang, Akshay Karkal Kamath, Qiucheng Wu, Zhiwen Fan, Wuyang Chen, Zhangyang Wang, Shiyu Chang, Sijia Liu, Cong Hao
Data-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices. ASP-DAC (2023)
Wuyang Chen, Yanqi Zhou, Nan Du, Yanping Huang, James Laudon, Zhifeng Chen, Claire Cui
Lifelong Language Pretraining with Distribution-Specialized Experts. ICML (2023)
Bo Li, Junmin Li, Shilin Tang, Ping Shi, Wuyang Chen, Junliang Liu
Evaluation of CFOSAT Wave Height Data with In Situ Observations in the South China Sea. Remote. Sens. 15 (4) (2023)
Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou
Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse Mixture of Experts. CoRR (2023)
Wuyang Chen, Yanqi Zhou, Nan Du, Yanping Huang, James Laudon, Zhifeng Chen, Claire Cui
Lifelong Language Pretraining with Distribution-Specialized Experts. CoRR (2023)
Wuyang Chen, Wei Huang, Zhangyang Wang
"No Free Lunch" in Neural Architectures? A Joint Analysis of Expressivity, Convergence, and Generalization. AutoML (2023)
Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wang, Denny Zhou
Auto-scaling Vision Transformers without Training. ICLR (2022)
Wuyang Chen, Wei Huang, Xinyu Gong, Boris Hanin, Zhangyang Wang
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis. CoRR (2022)
Xinyu Gong, Wuyang Chen, Tianlong Chen, Zhangyang Wang
Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity. WACV (2022)
Lu Miao, Xiaolong Luo, Tianlong Chen, Wuyang Chen, Dong Liu, Zhangyang Wang
Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, And No Retraining. ICLR (2022)
Bo Li, Junmin Li, Junliang Liu, Shilin Tang, Wuyang Chen, Ping Shi, Yupeng Liu
Calibration Experiments of CFOSAT Wavelength in the Southern South China Sea by Artificial Neural Networks. Remote. Sens. 14 (3) (2022)
Yimeng Zhang, Akshay Karkal Kamath, Qiucheng Wu, Zhiwen Fan, Wuyang Chen, Zhangyang Wang, Shiyu Chang, Sijia Liu, Cong Hao
Data-Model-Circuit Tri-Design for Ultra-Light Video Intelligence on Edge Devices. CoRR (2022)
Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wang, Denny Zhou
Auto-scaling Vision Transformers without Training. CoRR (2022)
Chaojian Li, Wuyang Chen, Yuchen Gu, Tianlong Chen, Yonggan Fu, Zhangyang Wang, Yingyan Lin
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference. ACM Trans. Design Autom. Electr. Syst. 27 (5) (2022)
Tianlong Chen, Xiaohan Chen, Wuyang Chen, Howard Heaton, Jialin Liu, Zhangyang Wang, Wotao Yin
Learning to Optimize: A Primer and A Benchmark. J. Mach. Learn. Res. 23 (2022)
Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou
A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation. ECCV (10) (2022)
Wuyang Chen, Wei Huang, Xinyu Gong, Boris Hanin, Zhangyang Wang
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis. NeurIPS (2022)
Haijun Ye, Junmin Li, Bo Li, Junliang Liu, Danling Tang, Wuyang Chen, Hongqiang Yang, Fenghua Zhou, Rongwang Zhang, Sufen Wang, Shilin Tang
Evaluation of CFOSAT Scatterometer Wind Data in Global Oceans. Remote. Sens. 13 (10) (2021)
Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jose M. Alvarez, Zhangyang Wang, Anima Anandkumar
Contrastive Syn-to-Real Generalization. CoRR (2021)
Shuguang Liu, Xingxing Zhang, Wuyang Chen, Wenpu Zhang
Construction of Intelligent Adaptive Learning Platform in Ubiquitous Environment. ICEIT (2021)
Ye Yuan, Wuyang Chen, Zhaowen Wang, Matthew Fisher, Zhifei Zhang, Zhangyang Wang, Hailin Jin
Font Completion and Manipulation by Cycling Between Multi-Modality Representations. CoRR (2021)
Wuyang Chen, Xinyu Gong, Zhangyang Wang
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective. CoRR (2021)
Shuguang Liu, Xingxing Zhang, Wuyang Chen, Wenpu Zhang
Reform and Practice of Power Electronic Technology Course Based on PBL. ICEIT (2021)
Chaojian Li, Wuyang Chen, Yuchen Gu, Tianlong Chen, Yonggan Fu, Zhangyang Wang, Yingyan Lin
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference. CoRR (2021)
Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jose M. Alvarez, Zhangyang Wang, Anima Anandkumar
Contrastive Syn-to-Real Generalization. ICLR (2021)
Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, Zhangyang Wang
Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics. CoRR (2021)
Wuyang Chen, Xinyu Gong, Zhangyang Wang
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective. ICLR (2021)
Shuguang Liu, Xingxing Zhang, Wuyang Chen, Wenpu Zhang
The Path of University Collaborative Innovation Mechanism Based on the Triple-Helix Model. ICEIT (2021)
Xinyu Gong, Wuyang Chen, Tianlong Chen, Zhangyang Wang
Sandwich Batch Normalization. CoRR (2021)
Wuyang Chen, Junmin Li, Junliang Liu, Bo Li, Ping Shi, Huanlin Xing, Xiaomin Long
An Integrated Correction Algorithm for Multi-Node Data from the Hydro-Meteorological Monitoring System in the South China Sea. SpatialDI (2021)
Tianlong Chen, Xiaohan Chen, Wuyang Chen, Howard Heaton, Jialin Liu, Zhangyang Wang, Wotao Yin
Learning to Optimize: A Primer and A Benchmark. CoRR (2021)
Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou
A Simple Single-Scale Vision Transformer for Object Localization and Instance Segmentation. CoRR (2021)
Shuguang Liu, Xingxing Zhang, Wuyang Chen, Wenpu Zhang
Connotation, Characteristics, Function and Realization of Ubiquitous Learning. ICEIT (2021)
Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang
AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks. CoRR (2020)
Ye Yuan, Wuyang Chen, Tianlong Chen, Yang Yang, Zhou Ren, Zhangyang Wang, Gang Hua
Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification. WACV (2020)
Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang
Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training. CoRR (2020)
Ye Yuan, Wuyang Chen, Yang Yang, Zhangyang Wang
In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation. CVPR Workshops (2020)
Wuyang Chen, Zhiding Yu, Zhangyang Wang, Animashree Anandkumar
Automated Synthetic-to-Real Generalization. ICML (2020)
Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
FasterSeg: Searching for Faster Real-time Semantic Segmentation. ICLR (2020)
Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang
Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training. ICML (2020)
Xinyu Gong, Wuyang Chen, Yifan Jiang, Ye Yuan, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation. CoRR (2020)
Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang
AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks. ICML (2020)
Wuyang Chen, Zhiding Yu, Zhangyang Wang, Anima Anandkumar
Automated Synthetic-to-Real Generalization. CoRR (2020)
Wuyang Chen, Ziyu Jiang, Zhangyang Wang, Kexin Cui, Xiaoning Qian
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images. CVPR (2019)
Ye Yuan, Wuyang Chen, Tianlong Chen, Yang Yang, Zhou Ren, Zhangyang Wang, Gang Hua
Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification. CoRR (2019)
Tianlong Chen, Shaojin Ding, Jingyi Xie, Ye Yuan, Wuyang Chen, Yang Yang, Zhou Ren, Zhangyang Wang
ABD-Net: Attentive but Diverse Person Re-Identification. ICCV (2019)
Ye Yuan, Wuyang Chen, Yang Yang, Zhangyang Wang
In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation. CoRR (2019)
Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
FasterSeg: Searching for Faster Real-time Semantic Segmentation. CoRR (2019)
Wuyang Chen, Ziyu Jiang, Zhangyang Wang, Kexin Cui, Xiaoning Qian
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images. CoRR (2019)
Tianlong Chen, Shaojin Ding, Jingyi Xie, Ye Yuan, Wuyang Chen, Yang Yang, Zhou Ren, Zhangyang Wang
ABD-Net: Attentive but Diverse Person Re-Identification. CoRR (2019)