Amir Ziashahabi

11 papers A* 2B 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
GeoToken: Hierarchical Geolocalization of Images via Next Token Prediction.
ICDM
Narges Ghasemi, Amir Ziashahabi, Salman Avestimehr, Cyrus Shahabi
2025 J jnl
GeoToken: Hierarchical Geolocalization of Images via Next Token Prediction.
CoRR
Narges Ghasemi, Amir Ziashahabi, Salman Avestimehr, Cyrus Shahabi
2025 A* conf
MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines.
EMNLP
Lei Gao, Amir Ziashahabi, Yue Niu, Salman Avestimehr, Murali Annavaram
2025 J jnl
OSMGen: Highly Controllable Satellite Image Synthesis using OpenStreetMap Data.
CoRR
Amir Ziashahabi, Narges Ghasemi, Sajjad Shahabi, John Krumm, Salman Avestimehr, Cyrus Shahabi
2025 J jnl
Reject Only Critical Tokens: Pivot-Aware Speculative Decoding.
CoRR
Amir Ziashahabi, Yavuz Faruk Bakman, Duygu Nur Yaldiz, Mostafa El-Khamy, Sai Praneeth Karimireddy, Salman Avestimehr
2024 J jnl
Enabling Resource-Efficient On-Device Fine-Tuning of LLMs Using Only Inference Engines.
CoRR
Lei Gao, Amir Ziashahabi, Yue Niu, Salman Avestimehr, Murali Annavaram
2024 B conf
Frequency Domain Diffusion Model with Scale-Dependent Noise Schedule.
ISIT
Amir Ziashahabi, Baturalp Buyukates, Artan Sheshmani, Yi-Zhuang You, Salman Avestimehr
2024 J jnl
Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation.
CoRR
Hamza Saleem, Amir Ziashahabi, Muhammad Naveed, Salman Avestimehr
2024 J jnl
Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation.
Proc. Priv. Enhancing Technol.
Hamza Saleem, Amir Ziashahabi, Muhammad Naveed, Salman Avestimehr
2023 — conf
PyTorch RPC: Distributed Deep Learning Built on Tensor-Optimized Remote Procedure Calls.
MLSys
Shen Li, Pritam Damania, Luca Wehrstedt, Rohan Varma, Omkar Salpekar, Pavel Belevich, Howard Huang, Yanli Zhao, Lucas Hosseini, Wanchao Liang, Hongyi Jia, Shihao Xu, Satendra Gera, Alisson G. Azzolini, Guoqiang Jerry Chen, Zachary DeVito, Chaoyang He, Amir Ziashahabi, Alban Desmaison, Edward Z. Yang, Gregory Chanan, Brian Vaughan, Manoj Krishnan, Joseph S. Spisak, Salman Avestimehr, Soumith Chintala
2020 J jnl
Bias-Resistant Social News Aggregator Based on Blockchain.
CoRR
Amir Ziashahabi, Mohammad Ali Maddah-Ali, Abbas Heydarnoori