Tianqi Chen
Affiliations:- Carnegie Mellon University, USA
- University of Washington, USA (PhD 2019)
According to our database1,
Tianqi Chen
authored at least 51 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on tqchen.com
On csauthors.net:
Bibliography
2024
GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism.
CoRR, 2024
CoRR, 2024
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024
2023
Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems.
CoRR, 2023
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022
Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022
2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
Proceedings of the CGO '20: 18th ACM/IEEE International Symposium on Code Generation and Optimization, 2020
2019
IEEE Micro, 2019
2018
Proceedings of the 2nd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, 2018
Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, 2018
Leveraging the VTA-TVM Hardware-Software Stack for FPGA Acceleration of 8-bit ResNet-18 Inference.
Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, 2018
PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research.
Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, 2018
2017
Proceedings of the Workshop on Trends in Machine-Learning (and impact on computer architecture), 2017
2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
2013
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2012
Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012
J. Mach. Learn. Res., 2012
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012
2011