Samyak Gupta

According to our database, Samyak Gupta authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation.

Yangsibo Huang, Samyak Gupta, Mengzhou Xia, Kai Li, Danqi Chen

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Privacy Implications of Retrieval-Based Language Models.

Yangsibo Huang, Samyak Gupta, Zexuan Zhong, Kai Li, Danqi Chen

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Recovering Private Text in Federated Learning of Language Models.

Samyak Gupta, Yangsibo Huang, Zexuan Zhong, Tianyu Gao, Kai Li, Danqi Chen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Distill: Domain-Specific Compilation for Cognitive Models.

Ján Veselý, Raghavendra Pradyumna Pothukuchi, Ketaki Joshi, Samyak Gupta, Jonathan D. Cohen, Abhishek Bhattacharjee

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2022

2021

Cognac: Domain-Specific Compilation for Cognitive Models.

Ján Veselý, Raghavendra Pradyumna Pothukuchi, Ketaki Joshi, Samyak Gupta, Jonathan D. Cohen, Abhishek Bhattacharjee

CoRR, 2021

Evaluating Gradient Inversion Attacks and Defenses in Federated Learning.

Yangsibo Huang, Samyak Gupta, Zhao Song, Kai Li, Sanjeev Arora

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021