Minghao Yan

According to our database, Minghao Yan authored at least 14 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

What Limits Agentic Systems Efficiency?

Song Bian, Minghao Yan, Anand Jayarajan, Gennady Pekhimenko, Shivaram Venkataraman

CoRR, October, 2025

Blockchain Empowerment in Healthcare: A Survey.

Jiawei Zhang, Minghao Yan, Zhen Tang, Qiang He, Yuanguo Bi, Yuliang Cai, Qingchao Zhang, Keping Yu, Kun Yang, Junxin Chen, Dong Yang

IEEE Internet Things J., August, 2025

PLoRA: Efficient LoRA Hyperparameter Tuning for Large Models.

Minghao Yan, Zhuang Wang, Zhen Jia, Shivaram Venkataraman, Yida Wang

CoRR, August, 2025

Decoding Speculative Decoding.

Minghao Yan, Saurabh Agarwal, Shivaram Venkataraman

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Scaling Inference-Efficient Language Models.

Song Bian, Minghao Yan, Shivaram Venkataraman

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Diamond: Harnessing GPU Resources for Scientific Deep Learning.

Haotian Xie, Rohan Marwaha, Minu Mathew, Song Bian, Gengcong Yang, Minghao Yan, Yadu Babuji, Owen Price, Yinzhi Wang, Volodymyr V. Kindratenko, Shivaram Venkataraman, Kyle Chard, Ian T. Foster, Zhao Zhang

Proceedings of the IEEE International Conference on eScience, 2025

2023

PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices.

Minghao Yan, Hongyi Wang, Shivaram Venkataraman

CoRR, 2023

A New Fracture Simulation Algorithm Based On Peridynamics for Brittle Objects.

Minghao Yan, Dedao Wu

IEEE Access, 2023

2022

Distributed SLIDE: Enabling Training Large Neural Networks on Low Bandwidth and Simple CPU-Clusters via Model Parallelism and Sparsity.

Minghao Yan, Nicholas Meisburger, Tharun Medini, Anshumali Shrivastava

CoRR, 2022

2021

PairConnect: A Compute-Efficient MLP Alternative to Attention.

Zhaozhuo Xu, Minghao Yan, Junyan Zhang, Anshumali Shrivastava

CoRR, 2021

Adaptive Selecting and Learning Network and a New Benchmark for Imbalanced Fine-Grained Ship Classification.

Yujie Xu, Minghao Yan, Cheng Xu, Huaidong Zhang, Yijun Liu, Xuemiao Xu

IEEE Access, 2021

Fast Processing and Querying of 170TB of Genomics Data via a Repeated And Merged BloOm Filter (RAMBO).

Gaurav Gupta, Minghao Yan, Benjamin Coleman, Bryce Kille, Ryan A. Leo Elworth, Tharun Medini, Todd J. Treangen, Anshumali Shrivastava

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2019

Adaptive Learning Knowledge Networks for Few-Shot Learning.

Minghao Yan

IEEE Access, 2019

Biovitals™: A Personalized Multivariate Physiology Analytics Using Continuous Mobile Biosensors.

Jin Chen, Minghao Yan, Robin Low Chin Howe, Ng Wee Tong, Chan Soon Chee, Wendou Niu, Kuldeep Singh Rajput, Maulik Majmudar, Gengbo Chen

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019