Using context-to-vector with graph retrofitting to improve word embeddings J Zheng, Y Wang, G Wang, J Xia, Y Huang, G Zhao, Y Zhang, SZ Li arXiv preprint arXiv:2210.16848, 2022 | 27 | 2022 |
Exploring Generative Neural Temporal Point Process H Lin, L Wu, G Zhao, P Liu, SZ Li Transactions on Machine Learning Research, 2022 | 24* | 2022 |
Deep clustering and visualization for end-to-end high-dimensional data analysis L Wu, L Yuan, G Zhao, H Lin, SZ Li IEEE Transactions on Neural Networks and Learning Systems 34 (11), 8543-8554, 2022 | 18 | 2022 |
Teaching yourself: Graph self-distillation on neighborhood for node classification L Wu, J Xia, H Lin, Z Gao, Z Liu, G Zhao, SZ Li arXiv preprint arXiv:2210.02097, 2022 | 8 | 2022 |
Uni-qsar: an auto-ml tool for molecular property prediction Z Gao, X Ji, G Zhao, H Wang, H Zheng, G Ke, L Zhang arXiv preprint arXiv:2304.12239, 2023 | 7 | 2023 |
Non-equispaced fourier neural solvers for pdes H Lin, L Wu, Y Xu, Y Huang, S Li, G Zhao, SZ Li arXiv preprint arXiv:2212.04689, 2022 | 7 | 2022 |
A Teacher-Free Graph Knowledge Distillation Framework with Dual Self-Distillation L Wu, H Lin, Z Gao, G Zhao, SZ Li IEEE Transactions on Knowledge and Data Engineering, 2024 | 5 | 2024 |
SQL-CRAFT: Text-to-SQL through Interactive Refinement and Enhanced Reasoning H Xia, F Jiang, N Deng, C Wang, G Zhao, R Mihalcea, Y Zhang arXiv preprint arXiv:2402.14851, 2024 | 5 | 2024 |
Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting L Wu, H Lin, G Zhao, C Tan, SZ Li IEEE Transactions on Neural Networks and Learning Systems, 2024 | 1 | 2024 |
Multimodal Protein-Ligand Contrastive Pretraining for Effective and Efficient Drug Discovery FY Zhen Wang, Zhanfeng Wang, Maohua Yang, Long Pang, Fangyuan Nie, Siyuan ... bioRxiv, 2024 | 1* | 2024 |
FAST AND FLEXIBLE 3D MOLECULE DESIGN FRAMEWORK FOR NOVEL ORGANIC OPTOELECTRONIC MATERIALS K Xu, G Zhao, Z Cheng, T Wan, M Feng, S Lu, H Wang, Z Gao, Q Ou, L Hu, ... | | 2025 |
A Simple yet Effective DDG Predictor is An Unsupervised Antibody Optimizer and Explainer L Wu, Y Liu, H Lin, Y Huang, G Zhao, Z Gao, SZ Li arXiv preprint arXiv:2502.06913, 2025 | | 2025 |
OCNet: A Domain Knowledge-Enhanced General Moleculer Representation Framework for Optoelectronic and Charge-transport Materials G Zhao, Q Ou, Z Zhao, S Chen, H Lin, X Ji, Z Wang, H Wang, H Cai, L Wu, ... | | 2025 |
Data-Driven Parametrization of All-atom force fields for Organic Semiconductors G Zhao, T Hu, H Wang, L Wu, S Lu, FTC Yang, S Chen, Z Gao, X Wang, ... | | 2024 |
Intelligent System for Automated Molecular Patent Infringement Assessment Y Shi, S Li, T Zhang, X Fang, J Wang, Z Liu, G Zhao, Z Zhu, Z Gao, ... arXiv preprint arXiv:2412.07819, 2024 | | 2024 |
CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph H Lin, G Zhao, O Zhang, Y Huang, L Wu, Z Liu, S Li, C Tan, Z Gao, SZ Li arXiv preprint arXiv:2406.10840, 2024 | | 2024 |
Non-equispaced Fourier Neural Solvers for PDEs H Lin, L Wu, Y Xu, Y Huang,G Zhao, SZ Li ICLR 2023 Workshop on Physics for Machine Learning, 2023 | | 2023 |
STONet: A Neural-Operator-Driven Spatio-temporal Network H Lin, G Zhao, L Wu, SZ Li arXiv preprint arXiv:2204.08414, 2022 | | 2022 |
Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings J Zheng, Y Wang, G Wang, J Xia, Y Huang, G Zhao, Y Zhang, SZ Li ACL 2022, 2022 | | 2022 |