Bita Darvish Rouhani
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
12
Active years
2014–2025
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | KDD | ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration. | Mengting Ai, Tianxin Wei, Yifan Chen, Zhichen Zeng, Ritchie Zhao, Girish Varatkar, Bita Darvish Rouhani, Xianfeng Tang, Hanghang Tong, Jingrui He |
| 2023 | ISCA | With Shared Microexponents, A Little Shifting Goes a Long Way. | Bita Darvish Rouhani, Ritchie Zhao, Venmugil Elango, Rasoul Shafipour, Mathew Hall, Maral Mesmakhosroshahi, Ankit More, Levi Melnick, Maximilian Golub, Girish Varatkar, Lai Shao, Gaurav Kolhe, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia (Summer) Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov |
| 2020 | Interspeech | SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems. | Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar |
| 2019 | ASPLOS | DeepSigns: An End-to-End Watermarking Framework for Ownership Protection of Deep Neural Networks. | Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar |
| 2019 | ICCAD | SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing. | Mohsen Imani, Samuel Bosch, Mojan Javaheripi, Bita Darvish Rouhani, Xinyu Wu, Farinaz Koushanfar, Tajana Rosing |
| 2019 | ISCA | DeepAttest: an end-to-end attestation framework for deep neural networks. | Huili Chen, Cheng Fu, Bita Darvish Rouhani, Jishen Zhao, Farinaz Koushanfar |
| 2018 | DAC | MAXelerator: FPGA accelerator for privacy preserving multiply-accumulate (MAC) on cloud servers. | Siam U. Hussain, Bita Darvish Rouhani, Mohammad Ghasemzadeh, Farinaz Koushanfar |
| 2018 | DAC | Deepsecure: scalable provably-secure deep learning. | Bita Darvish Rouhani, M. Sadegh Riazi, Farinaz Koushanfar |
| 2018 | FPGA | CausaLearn: Automated Framework for Scalable Streaming-based Causal Bayesian Learning using FPGAs. | Bita Darvish Rouhani, Mohammad Ghasemzadeh, Farinaz Koushanfar |
| 2018 | ICCAD | Assured deep learning: practical defense against adversarial attacks. | Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar |
| 2018 | ICCAD | DeepFense: online accelerated defense against adversarial deep learning. | Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar |
| 2017 | DAC | Deep3: Leveraging Three Levels of Parallelism for Efficient Deep Learning. | Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar |
| 2017 | ISCAS | TinyDL: Just-in-time deep learning solution for constrained embedded systems. | Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar |
| 2016 | DAC | Perform-ML: performance optimized machine learning by platform and content aware customization. | Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar |
| 2016 | ISLPED | DeLight: Adding Energy Dimension To Deep Neural Networks. | Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar |
| 2015 | FCCM | SSketch: An Automated Framework for Streaming Sketch-Based Analysis of Big Data on FPGA. | Bita Darvish Rouhani, Ebrahim M. Songhori, Azalia Mirhoseini, Farinaz Koushanfar |
| 2015 | WorldCIST | Agent-Oriented Based Enterprise Architecture Implementation Methodology. | Babak Darvish Rouhani, Mohd Naz'ri Mahrin, Fatemeh Nikpay, Pourya Nikfard, Bita Darvish Rouhani |
| 2015 | SIGMETRICS | Flexible Transformations For Learning Big Data. | Azalia Mirhoseini, Ebrahim M. Songhori, Bita Darvish Rouhani, Farinaz Koushanfar |
| 2014 | WorldCIST | Current Issues on Enterprise Architecture Implementation Methodology. | Babak Darvish Rouhani, Mohd Naz'ri Mahrin, Fatemeh Nikpay, Bita Darvish Rouhani |