Zain Sarwar

According to our database, Zain Sarwar authored at least 9 papers between 2023 and 2025.

Collaborative distances:

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

2025

Dense Backpropagation Improves Training for Sparse Mixture-of-Experts.

Ashwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Supriyo Chakraborty, Tom Goldstein

CoRR, April, 2025

Continual Pre-training of MoEs: How robust is your router?

Benjamin Thérien, Charles-Étienne Joseph, Zain Sarwar, Ashwinee Panda, Anirban Das, Shi-Xiong Zhang, Stephen Rawls, Sambit Sahu, Eugene Belilovsky, Irina Rish

Trans. Mach. Learn. Res., 2025

Dense Backpropagation Improves Training for Sparse Mixture-of-Experts.

Ashwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Sambit Sahu, Tom Goldstein, Supriyo Chakraborty

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

MYCROFT: Towards Effective and Efficient External Data Augmentation.

Zain Sarwar, Van Tran, Arjun Nitin Bhagoji, Nick Feamster, Ben Y. Zhao, Supriyo Chakraborty

CoRR, 2024

Can Virtual Reality Protect Users from Keystroke Inference Attacks?

Zhuolin Yang, Zain Sarwar, Iris Hwang, Ronik Bhaskar, Ben Y. Zhao, Haitao Zheng

Proceedings of the 33rd USENIX Security Symposium, 2024

StructMoE: Structured Mixture of Experts Using Low Rank Experts.

Zain Sarwar, Ashwinee Panda, Benjamin Thérien, Stephen Rawls, Anirban Das, Kartik Balasubramaniam, Berkcan Kapusuzoglu, Shixiong Zhang, Sambit Sahu, Milind R. Naphade, Supriyo Chakraborty

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

Dense Backpropagation Improves Routing for Sparsely-Gated Mixture-of-Experts.

Ashwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Sambit Sahu, Stephen Rawls, Supriyo Chakraborty, Tom Goldstein

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

2023

Towards a General Video-based Keystroke Inference Attack.

Zhuolin Yang, Yuxin Chen, Zain Sarwar, Hadleigh Schwartz, Ben Y. Zhao, Haitao Zheng

Proceedings of the 32nd USENIX Security Symposium, 2023

Deepfake Text Detection: Limitations and Opportunities.

Jiameng Pu, Zain Sarwar, Sifat Muhammad Abdullah, Abdullah Rehman, Yoonjin Kim, Parantapa Bhattacharya, Mobin Javed, Bimal Viswanath

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023