Madhu, Hiren

4 publications

NeurIPS 2025 HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts Neil He, Rishabh Anand, Hiren Madhu, Ali Maatouk, Smita Krishnaswamy, Leandros Tassiulas, Menglin Yang, Rex Ying

NeurIPS 2025 HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell Data Siddharth Viswanath, Hiren Madhu, Dhananjay Bhaskar, Jake Kovalic, David R Johnson, Christopher Tape, Ian Adelstein, Rex Ying, Michael Perlmutter, Smita Krishnaswamy

ICML 2024 Unsupervised Parameter-Free Simplicial Representation Learning with Scattering Transforms Hiren Madhu, Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri

NeurIPS 2023 TopoSRL: Topology Preserving Self-Supervised Simplicial Representation Learning Hiren Madhu, Sundeep Prabhakar Chepuri