Rumen Dangovski
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
6
Active years
2018–2024
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | COLING | Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks. | Ileana Rugina, Rumen Dangovski, Li Jing, Preslav Nakov, Marin Soljacic |
| 2023 | ICML | Q-Flow: Generative Modeling for Differential Equations of Open Quantum Dynamics with Normalizing Flows. | Owen M. Dugan, Peter Y. Lu, Rumen Dangovski, Di Luo, Marin Soljacic |
| 2023 | ICML | Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries. | Charlotte Loh, Seungwook Han, Shivchander Sudalairaj, Rumen Dangovski, Kai Xu, Florian Wenzel, Marin Soljacic, Akash Srivastava |
| 2022 | ICLR | Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations. | Rumen Dangovski, Li Jing, Charlotte Loh, Seungwook Han, Akash Srivastava, Brian Cheung, Pulkit Agrawal, Marin Soljacic |
| 2022 | NAACL | DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. | Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Scott Yih, Yoon Kim, James R. Glass |
| 2021 | AAAI | We Can Explain Your Research in Layman's Terms: Towards Automating Science Journalism at Scale. | Rumen Dangovski, Michelle Shen, Dawson Byrd, Li Jing, Desislava Tsvetkova, Preslav Nakov, Marin Soljacic |
| 2020 | EMNLP | Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications. | Matthew Khoury, Rumen Dangovski, Longwu Ou, Preslav Nakov, Yichen Shen, Li Jing |
| 2018 | ICLR | Rotational Unit of Memory. | Rumen Dangovski, Li Jing, Marin Soljacic |