Publication
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REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models Ruisi Zhang, Shehzeen Samarah Hussain, Paarth Neekhara, Farinaz Koushanfar USENIX Security Symposium 2024
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EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models Ruisi Zhang, Farinaz Koushanfar Design Automation Conference 2024
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AdaGL: Adaptive Learning for Agile Distributed Training of Gigantic GNNs Ruisi Zhang, Mojan Javaheripi, Zahra Ghodsi, Amit Bleiweiss, Farinaz Koushanfar Design Automation Conference 2023
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Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks Nasimeh Heydaribeni, Xinrui Zhan, Ruisi Zhang, Tina Eliassi-Rad, Farinaz Koushanfar Nature Machine Intelligence 2024
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Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings Ruisi Zhang, Shehzeen Hussain, Huili Chen, Mojan Javaheripi, Farinaz Koushanfar ACM Transactions on Design Automation of Electronic Systems 2023 (Keynote Paper)