Mehrdad Khani Shirkoohi

According to our database, Mehrdad Khani Shirkoohi authored at least 12 papers between 2015 and 2024.

Collaborative distances:

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

2024

Gemino: Practical and Robust Neural Compression for Video Conferencing.

Vibhaalakshmi Sivaraman, Pantea Karimi, Vedantha Venkatapathy, Mehrdad Khani Shirkoohi, Sadjad Fouladi, Mohammad Alizadeh, Frédo Durand, Vivienne Sze

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

2023

Continuous Learning for Lightweight Machine Learning Inference at the Edge

Mehrdad Khani Shirkoohi

PhD thesis, 2023

RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics.

Mehrdad Khani Shirkoohi, Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang, Ravi Netravali, Yuanchao Shu, Mohammad Alizadeh, Victor Bahl

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

2021

SiP-ML: high-bandwidth optical network interconnects for machine learning training.

Mehrdad Khani Shirkoohi, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, Eiman Ebrahimi

Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

Efficient Video Compression via Content-Adaptive Super-Resolution.

Mehrdad Khani Shirkoohi, Vibhaalakshmi Sivaraman, Mohammad Alizadeh

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Real-Time Video Inference on Edge Devices via Adaptive Model Streaming.

Mehrdad Khani Shirkoohi, Pouya Hamadanian, Arash Nasr-Esfahany, Mohammad Alizadeh

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Adaptive Neural Signal Detection for Massive MIMO.

Mehrdad Khani Shirkoohi, Mohammad Alizadeh, Jakob Hoydis, Phil Fleming

IEEE Trans. Wirel. Commun., 2020

Exploiting Channel Locality for Adaptive Massive MIMO Signal Detection.

Mehrdad Khani Shirkoohi, Mohammad Alizadeh, Jakob Hoydis, Phil Fleming

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

End-to-end transport for video QoE fairness.

Vikram Nathan, Vibhaalakshmi Sivaraman, Ravichandra Addanki, Mehrdad Khani Shirkoohi, Prateesh Goyal, Mohammad Alizadeh

Proceedings of the ACM Special Interest Group on Data Communication, 2019

Park: An Open Platform for Learning-Augmented Computer Systems.

Hongzi Mao, Parimarjan Negi, Akshay Narayan, Hanrui Wang, Jiacheng Yang, Haonan Wang, Ryan Marcus, Ravichandra Addanki, Mehrdad Khani Shirkoohi, Songtao He, Vikram Nathan, Frank Cangialosi, Shaileshh Bojja Venkatakrishnan, Wei-Hung Weng, Song Han, Tim Kraska, Mohammad Alizadeh

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2016

Fundamental Limits of Pooled-DNA Sequencing.

Amir Najafi, Damoun Nashta-ali, Abolfazl Seyed Motahari, Mehrdad Khani Shirkoohi, Babak Hossein Khalaj, Hamid R. Rabiee

CoRR, 2016

2015

Temporal Dynamics of Connectivity and Epidemic Properties of Growing Networks.

Babak Fotouhi, Mehrdad Khani Shirkoohi

CoRR, 2015