Mixed-type tabular data synthesis with score-based diffusion in latent space H Zhang, J Zhang, B Srinivasan, Z Shen, X Qin, C Faloutsos, H Rangwala, ... arXiv preprint arXiv:2310.09656, 2023 | 56 | 2023 |
Synthesis, simulation, and self-assembly of a model amphiphile to push the limits of block polymer nanopatterning L Barreda, Z Shen, QP Chen, TP Lodge, JI Siepmann, MA Hillmyer Nano letters 19 (7), 4458-4462, 2019 | 24 | 2019 |
OpenTab: Advancing large language models as open-domain table reasoners K Kong, J Zhang, Z Shen, B Srinivasan, C Lei, C Faloutsos, H Rangwala, ... arXiv preprint arXiv:2402.14361, 2024 | 19 | 2024 |
Which examples to annotate for in-context learning? towards effective and efficient selection C Mavromatis, B Srinivasan, Z Shen, J Zhang, H Rangwala, C Faloutsos, ... arXiv preprint arXiv:2310.20046, 2023 | 16 | 2023 |
Automatic table union search with tabular representation learning X Hu, S Wang, X Qin, C Lei, Z Shen, C Faloutsos, A Katsifodimos, ... Findings of the Association for Computational Linguistics: ACL 2023, 3786-3800, 2023 | 14 | 2023 |
Development of a PointNet for detecting morphologies of self-assembled block oligomers in atomistic simulations Z Shen, Y Sun, TP Lodge, JI Siepmann The Journal of Physical Chemistry B 125 (20), 5275-5284, 2021 | 11 | 2021 |
From order to disorder: computational design of triblock amphiphiles with 1 nm domains Z Shen, JL Chen, V Vernadskaia, SP Ertem, MK Mahanthappa, ... Journal of the American Chemical Society 142 (20), 9352-9362, 2020 | 11 | 2020 |
Stabilizing a double gyroid network phase with 2 nm feature size by blending of lamellar and cylindrical forming block oligomers Z Shen, K Luo, SJ Park, D Li, MK Mahanthappa, FS Bates, KD Dorfman, ... JACS Au 2 (6), 1405-1416, 2022 | 6 | 2022 |
NameGuess: Column name expansion for tabular data J Zhang, Z Shen, B Srinivasan, S Wang, H Rangwala, G Karypis arXiv preprint arXiv:2310.13196, 2023 | 5 | 2023 |
Effects of electrolytes on thermodynamics and structure of oligo (ethylene oxide)/salt solutions and liquid–liquid equilibria of a squalane/tetraethylene glycol dimethyl ether … Z Shen, QP Chen, S Xie, TP Lodge, JI Siepmann Macromolecules 54 (3), 1120-1136, 2020 | 2 | 2020 |
Pushing the limits of all-atom geometric graph neural networks: Pre-training, scaling and zero-shot transfer Z Pengmei, Z Shen, Z Wang, M Collins, H Rangwala arXiv preprint arXiv:2410.21683, 2024 | 1 | 2024 |
ORCID Z Shen, J Chen, V Verdnaskaia | 1 | |
CoverICL: Selective annotation for in-context learning via active graph coverage C Mavromatis, B Srinivasan, Z Shen, J Zhang, H Rangwala, C Faloutsos, ... Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | | 2024 |
Stabilizing gyroid structures by blending or asymmetry of high-χ oligomers JI Siepmann, D Li, C Zheng, M Mahanthappa, T Lodge, Z Shen Bulletin of the American Physical Society, 2024 | | 2024 |
FlexiDock: Compositional diffusion models for flexible molecular docking Z Wang, B Srinivasan, Z Shen, G Karypis, H Rangwala | | 2023 |
Stabilizing Network Phases By Blending of LAM and Cyl Forming High-χ Block Oligomers JI Siepmann, Z Shen, K Luo, D Li, M Mahanthappa, TP Lodge 2022 AIChE Annual Meeting, 2022 | | 2022 |
Factors Influencing the Self-Assembly of Glycolipids into Three-Dimensional Network Phases K Luo, Z Shen, M Mahanthappa, J Siepmann 2021 AIChE Annual Meeting, 2021 | | 2021 |
Supporting Data for" Development of a PointNet for Detecting Morphologies of Self-Assembled Block Oligomers in Atomistic Simulations" Z Shen, Y Sun, TP Lodge, JI Siepmann | | 2021 |
Supporting Data for" Effects of Electrolytes on Thermodynamics and Structure of Oligo (ethylene oxide)/Salt Solutions and Liquid–Liquid Equilibria of a Squalane/Tetraethylene … Z Shen, QP Chen, TP Lodge, JI Siepmann | | 2021 |
Molecular Dynamics Simulations for Triblock Oligomers with 1-Nm Self-Assembled Domains Z Shen, J Chen, V Vernadskaia, TP Lodge, J Siepmann 2020 Virtual AIChE Annual Meeting, 2020 | | 2020 |