Yang You
Orcid: 0000-0003-2816-4384Affiliations:
- National University of Singapore
- UC Berkeley, USA (PhD 2020)
According to our database1,
Yang You
authored at least 110 papers
between 2013 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Expert Syst. Appl., March, 2024
IEEE CAA J. Autom. Sinica, February, 2024
HeteGen: Heterogeneous Parallel Inference for Large Language Models on Resource-Constrained Devices.
CoRR, 2024
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization.
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024
2023
Adaptive evidential <i>K</i>-NN classification: Integrating neighborhood search and feature weighting.
Inf. Sci., November, 2023
A Sparse Reconstructive Evidential K-Nearest Neighbor Classifier for High-Dimensional Data.
IEEE Trans. Knowl. Data Eng., June, 2023
IEEE Trans. Neural Networks Learn. Syst., March, 2023
IEEE Trans. Parallel Distributed Syst., 2023
CoRR, 2023
CoRR, 2023
Color Prompting for Data-Free Continual Unsupervised Domain Adaptive Person Re-Identification.
CoRR, 2023
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline.
CoRR, 2023
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models.
CoRR, 2023
Colossal-Auto: Unified Automation of Parallelization and Activation Checkpoint for Large-scale Models.
CoRR, 2023
Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large Model Training Efficiency.
Proceedings of the International Conference for High Performance Computing, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023
Proceedings of the 52nd International Conference on Parallel Processing, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Image Process., 2022
Expert Syst. Appl., 2022
CoRR, 2022
CoRR, 2022
Reliable Label Correction is a Good Booster When Learning with Extremely Noisy Labels.
CoRR, 2022
CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU.
CoRR, 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022
Proceedings of the 51st International Conference on Parallel Processing, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the Belief Functions: Theory and Applications, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Evidential instance selection for <i>K</i>-nearest neighbor classification of big data.
Int. J. Approx. Reason., 2021
CoRR, 2021
PatrickStar: Parallel Training of Pre-trained Models via a Chunk-based Memory Management.
CoRR, 2021
CCF Trans. High Perform. Comput., 2021
Proceedings of the High Performance Computing - 36th International Conference, 2021
Online evolutionary batch size orchestration for scheduling deep learning workloads in GPU clusters.
Proceedings of the International Conference for High Performance Computing, 2021
Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
Knowl. Inf. Syst., 2020
How much progress have we made in neural network training? A New Evaluation Protocol for Benchmarking Optimizers.
CoRR, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2020
2019
IEEE Trans. Parallel Distributed Syst., 2019
Proceedings of the International Conference for High Performance Computing, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
2018
Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems.
Proceedings of the 32nd International Conference on Supercomputing, 2018
Proceedings of the 47th International Conference on Parallel Processing, 2018
2017
Design and Implementation of a Communication-Optimal Classifier for Distributed Kernel Support Vector Machines.
IEEE Trans. Parallel Distributed Syst., 2017
Parallel Multiclass Support Vector Machine for Remote Sensing Data Classification on Multicore and Many-Core Architectures.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Designing and implementing a heuristic cross-architecture combination for graph traversal.
J. Parallel Distributed Comput., 2017
Proceedings of the International Conference for High Performance Computing, 2017
Proceedings of the 46th International Conference on Parallel Processing, 2017
2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
2015
J. Parallel Distributed Comput., 2015
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015
2014
Evaluating multi-core and many-core architectures through accelerating the three-dimensional Lax-Wendroff correction stencil.
Int. J. High Perform. Comput. Appl., 2014
MIC-SVM: Designing a Highly Efficient Support Vector Machine for Advanced Modern Multi-core and Many-Core Architectures.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014
Proceedings of the 43rd International Conference on Parallel Processing, 2014
Scaling and analyzing the stencil performance on multi-core and many-core architectures.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014
2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013