| Translation between molecules and natural language C Edwards, T Lai, K Ros, G Honke, K Cho, H Ji arXiv preprint arXiv:2204.11817, 2022 | 170 | 2022 |
| Text2mol: Cross-modal molecule retrieval with natural language queries C Edwards, CX Zhai, H Ji Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 117 | 2021 |
| Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems X Zhang, L Wang, J Helwig, Y Luo, C Fu, Y Xie, M Liu, Y Lin, Z Xu, K Yan, ... arXiv preprint arXiv:2307.08423, 2023 | 107 | 2023 |
| Resin-11: Schema-guided event prediction for 11 newsworthy scenarios X Du, Z Zhang, S Li, P Yu, H Wang, T Lai, X Lin, Z Wang, I Liu, B Zhou, ... Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 38 | 2022 |
| In-plane and out-of-plane rotational motion of individual chain molecules in steady shear flow of polymer melts and solutions CN Edwards, MHN Sefiddashti, BJ Edwards, B Khomami Journal of Molecular Graphics and Modelling 81, 184-196, 2018 | 17 | 2018 |
| Synergpt: In-context learning for personalized drug synergy prediction and drug design C Edwards, A Naik, T Khot, M Burke, H Ji, T Hope arXiv preprint arXiv:2307.11694, 2023 | 16* | 2023 |
| Defining a New NLP Playground S Li, C Han, P Yu, C Edwards, M Li, X Wang, YR Fung, C Yu, JR Tetreault, ... arXiv preprint arXiv:2310.20633, 2023 | 15 | 2023 |
| : Building a Dataset for Language + Molecules @ ACL 2024 C Edwards, Q Wang, L Zhao, H Ji arXiv preprint arXiv:2403.00791, 2024 | 12* | 2024 |
| Semi-supervised new event type induction and description via contrastive loss-enforced batch attention C Edwards, H Ji arXiv preprint arXiv:2202.05943, 2022 | 10 | 2022 |
| Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design HW Sprueill, C Edwards, MV Olarte, U Sanyal, H Ji, S Choudhury arXiv preprint arXiv:2310.14420, 2023 | 7 | 2023 |
| CHEMREASONER: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback HW Sprueill, C Edwards, K Agarwal, MV Olarte, U Sanyal, C Johnston, ... arXiv preprint arXiv:2402.10980, 2024 | 6 | 2024 |
| Towards a Human-Computer Collaborative Scientific Paper Lifecycle: A Pilot Study and Hands-On Tutorial Q Wang, C Edwards, H Ji, T Hope Proceedings of the 2024 Joint International Conference on Computational …, 2024 | 3 | 2024 |
| What a Scientific Language Model Knows and Doesn't Know about Chemistry L Zhao, C Edwards, H Ji NeurIPS 2023 AI for Science Workshop, 2023 | 3 | 2023 |
| Team Skeletor at Touché 2021: Argument Retrieval and Visualization for Controversial Questions. K Ros, C Edwards, H Ji, CX Zhai CLEF (Working Notes), 2441-2454, 2021 | 3 | 2021 |
| Phase-Only Beam Broadening of Contiguous Uniform Subarrayed Arrays Utilizing Three Metaheuristic Global Optimization Techniques B Daniel, C Edwards, A Anderson arXiv preprint arXiv:2009.06123, 2020 | 2 | 2020 |
| GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices T Nguyen, T Torres-Flores, C Hwang, C Edwards, Y Diao, H Ji Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 1 | 2024 |
| Geometry Informed Tokenization of Molecules for Language Model Generation X Li, L Wang, Y Luo, C Edwards, S Gui, Y Lin, H Ji, S Ji arXiv preprint arXiv:2408.10120, 2024 | 1 | 2024 |
| MolCap-Arena: A Comprehensive Captioning Benchmark on Language-Enhanced Molecular Property Prediction C Edwards, Z Lu, E Hajiramezanali, T Biancalani, H Ji, G Scalia arXiv preprint arXiv:2411.00737, 2024 | | 2024 |
| Proceedings of the 1st Workshop on Language+ Molecules (L+ M 2024) C Edwards, Q Wang, M Li, L Zhao, T Hope, H Ji Proceedings of the 1st Workshop on Language+ Molecules (L+ M 2024), 2024 | | 2024 |
| Language+ Molecules C Edwards, Q Wang, H Ji Proceedings of the 18th Conference of the European Chapter of the …, 2024 | | 2024 |
Heng JiProfessor, Siebel School of Computing and Data Science, AICE Director, UIUC, Amazon ScholarVerified email at illinois.edu
