Marinka Zitnik
Harvard University
H-index: 44
North America-United States
Top articles of Marinka Zitnik
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Encoding time-series explanations through self-supervised model behavior consistency | Advances in Neural Information Processing Systems | Owen Queen Tom Hartvigsen Teddy Koker Huan He Theodoros Tsiligkaridis | 2024/2/13 |
Trustllm: Trustworthiness in large language models | arXiv preprint arXiv:2401.05561 | Lichao Sun Yue Huang Haoran Wang Siyuan Wu Qihui Zhang | 2024/1/10 |
Empowering Biomedical Discovery with AI Agents | arXiv preprint arXiv:2404.02831 | Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori | 2024/4/3 |
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium | Stefan Hegselmann Helen Zhou Yuyin Zhou Jennifer Chien Sujay Nagaraj | 2023/5 | |
Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks | bioRxiv | Guadalupe Gonzalez Isuru Herath Kirill Veselkov Michael Bronstein Marinka Zitnik | 2024/1/3 |
UniTS: Building a Unified Time Series Model | arXiv preprint arXiv:2403.00131 | Shanghua Gao Teddy Koker Owen Queen Thomas Hartvigsen Theodoros Tsiligkaridis | 2024/2/29 |
Evaluating generalizability of artificial intelligence models for molecular datasets | bioRxiv | Yasha Ektefaie Andrew Shen Daria Bykova Maximillian Marin Marinka Zitnik | 2024 |
Anniversary AI reflections | Nature Machine Intelligence | Noelia Ferruz Marinka Zitnik Pierre-Yves Oudeyer Emmie Hine Nandana Sengupta | 2024/1 |
PocketGen: Generating Full-Atom Ligand-Binding Protein Pockets | bioRxiv | Zhang Zaixi Wanxiang Shen Qi Liu Marinka Zitnik | 2024 |
Multimodal representation learning for predicting molecule–disease relations | Bioinformatics | Jun Wen Xiang Zhang Everett Rush Vidul A Panickan Xingyu Li | 2023/2/1 |
Mapping the intermolecular interaction universe through self-supervised learning on molecular crystals | Ada Fang ZAIXI ZHANG Marinka Zitnik | 2023/10/28 | |
Full-atom protein pocket design via iterative refinement | Advances in Neural Information Processing Systems | Zaixi Zhang Zepu Lu Hao Zhongkai Marinka Zitnik Qi Liu | 2023/12/15 |
Biomonitoring and precision health in deep space supported by artificial intelligence | Ryan T Scott Lauren M Sanders Erik L Antonsen Jaden JA Hastings Seung-min Park | 2023/3 | |
Metapaths: similarity search in heterogeneous knowledge graphs via meta-paths | Bioinformatics | Ayush Noori Michelle M Li Amelia LM Tan Marinka Zitnik | 2023/5/1 |
Artificial intelligence for science in quantum, atomistic, and continuum systems | arXiv preprint arXiv:2307.08423 | Xuan Zhang Limei Wang Jacob Helwig Youzhi Luo Cong Fu | 2023/7/17 |
Graph ai in medicine | arXiv preprint arXiv:2310.13767 | Ruth Johnson Michelle M Li Ayush Noori Owen Queen Marinka Zitnik | 2023/10/20 |
Scoping review of knowledge graph applications in biomedical and healthcare sciences | Sanjay Budhdeo Joe Zhang Yusuf Abdulle Paul M Agapow Douglas GJ McKechnie | 2023 | |
Is Ignorance Bliss? The Role of Post Hoc Explanation Faithfulness and Alignment in Model Trust | arXiv preprint arXiv:2312.05690 | Tessa Han Yasha Ektefaie Maha Farhat Marinka Zitnik Himabindu Lakkaraju | 2023/12/9 |
Biological research and self-driving labs in deep space supported by artificial intelligence | Lauren M Sanders Ryan T Scott Jason H Yang Amina Ann Qutub Hector Garcia Martin | 2023/3 | |
Integrating domain knowledge and deep learning for enhanced chest X-ray diagnosis and localization | Yan Han | 2023/4/19 |
