Code for the paper Learning the Predictability of the Future (CVPR 2021)

Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)

Hyperbolic Image Segmentation, CVPR 2022

The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020

Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.

Taxonomy refinement method to improve domain-specific taxonomy systems.

[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification

Code for "Rethinking the compositionality of point clouds through regularization in the hyperbolic space" (NeurIPS 2022)

Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021

Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)

Learning Tree structures and Tree metrics

Facilitating learning, using, and designing graph processing pipelines/models systematically.

Code for CVPR-W 2020 paper "Hierarchical Image Classification using Entailment Cone Embeddings" https://arxiv.org/abs/2004.03459

Conformal Geometry Stonybrook 2020 final project

Improved Embedded Topic Models in Hyperbolic Space

PyTorch Implementation for "HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization(WWW2022)"

The official PyTorch implementation of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2024 paper Hyp²Nav: Hyperbolic Planning and Curiosity for Crowd Navigation.