Souvik Kundu

According to our database, Souvik Kundu authored at least 7 papers between 2023 and 2024.

Collaborative distances:

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

2024

GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM.

Hao Kang, Qingru Zhang, Souvik Kundu, Geonhwa Jeong, Zaoxing Liu, Tushar Krishna, Tuo Zhao

CoRR, 2024

2023

Sparse but Strong: Crafting Adversarially Robust Graph Lottery Tickets.

Subhajit Dutta Chowdhury, Zhiyu Ni, Qingyuan Peng, Souvik Kundu, Pierluigi Nuzzo

CoRR, 2023

Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity.

Lu Yin, Shiwei Liu, Ajay Jaiswal, Souvik Kundu, Zhangyang Wang

CoRR, 2023

Fusing Models with Complementary Expertise.

Hongyi Wang, Felipe Maia Polo, Yuekai Sun, Souvik Kundu, Eric P. Xing, Mikhail Yurochkin

CoRR, 2023

Don't just prune by magnitude! Your mask topology is a secret weapon.

Duc Hoang, Souvik Kundu, Shiwei Liu, Zhangyang Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations.

Yonggan Fu, Ye Yuan, Souvik Kundu, Shang Wu, Shunyao Zhang, Yingyan Celine Lin

Proceedings of the International Conference on Machine Learning, 2023

Vision HGNN: An Image is More than a Graph of Nodes.

Yan Han, Peihao Wang, Souvik Kundu, Ying Ding, Zhangyang Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023