| Translation between molecules and natural language C Edwards, T Lai, K Ros, G Honke, K Cho, H Ji arXiv preprint arXiv:2204.11817, 2022 | 380 | 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 | 231 | 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, ... Foundations and Trends® in Machine Learning 18 (4), 385-912, 2025 | 211* | 2025 |
| 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 | 46 | 2022 |
| 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 | 33 | 2023 |
| L+ m-24: Building a dataset for language+ molecules@ acl 2024 C Edwards, Q Wang, L Zhao, H Ji arXiv preprint arXiv:2403.00791, 2024 | 30 | 2024 |
| Monte carlo thought search: Large language model querying for complex scientific reasoning in catalyst design H Sprueill, C Edwards, M Olarte, U Sanyal, H Ji, S Choudhury Findings of the Association for Computational Linguistics: EMNLP 2023, 8348-8365, 2023 | 30 | 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 | 27 | 2024 |
| Defining a new NLP playground S Li, C Han, P Yu, C Edwards, M Li, X Wang, Y Fung, C Yu, J Tetreault, ... Findings of the Association for Computational Linguistics: EMNLP 2023, 11932 …, 2023 | 21 | 2023 |
| Invariant tokenization of crystalline materials for language model enabled generation K Yan, X Li, H Ling, K Ashen, C Edwards, R Arróyave, M Zitnik, H Ji, ... Advances in Neural Information Processing Systems 37, 125050-125072, 2024 | 20 | 2024 |
| 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 |
| Semi-supervised new event type induction and description via contrastive loss-enforced batch attention C Edwards, H Ji Proceedings of the 17th Conference of the European Chapter of the …, 2023 | 12 | 2023 |
| 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 | 9* | 2024 |
| mCLM: A Function-Infused and Synthesis-Friendly Modular Chemical Language Model C Edwards, C Han, G Lee, T Nguyen, B Jin, CK Prasad, S Szymkuć, ... arXiv preprint arXiv:2505.12565, 2025 | 7* | 2025 |
| 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 | 6 | 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 | 6 | 2023 |
| 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 | 5 | 2024 |
| 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 | 4 | 2024 |
| 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 |
Heng JiProfessor of CS@UIUC, Co-Founder&CTO of Medicas AI, ACL Fellow, Founding Director of AICE and ASKSVerified email at illinois.edu
