Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings. - Jiangbin Zheng 002; Yile Wang 001; Ge Wang; Jun Xia 001; Yufei Huang 002; Guojiang Zhao; Yue Zhang 004; Stan Z. Li (ACL (1), 2022)

STONet: A Neural-Operator-Driven Spatio-temporal Network. - Haitao Lin; Guojiang Zhao; Lirong Wu; Stan Z. Li (CoRR, 2022)

Teaching Yourself: Graph Self-Distillation on Neighborhood for Node Classification. - Lirong Wu; Jun Xia 001; Haitao Lin; Zhangyang Gao; Zicheng Liu 006; Guojiang Zhao; Stan Z. Li (CoRR, 2022)

Non-equispaced Fourier Neural Solvers for PDEs. - Haitao Lin; Lirong Wu; Yongjie Xu; Yufei Huang 002; Siyuan Li 002; Guojiang Zhao; Stan Z. Li (CoRR, 2022)

Exploring Generative Neural Temporal Point Process. - Haitao Lin; Lirong Wu; Guojiang Zhao; Pai Liu; Stan Z. Li (Trans. Mach. Learn. Res., 2022)

Uni-QSAR: an Auto-ML Tool for Molecular Property Prediction. - Zhifeng Gao; Xiaohong Ji; Guojiang Zhao; Hongshuai Wang; Hang Zheng; Guolin Ke; Linfeng Zhang 002 (CoRR, 2023)

Deep Clustering and Visualization for End-to-End High-Dimensional Data Analysis. - Lirong Wu; Lifan Yuan; Guojiang Zhao; Haitao Lin; Stan Z. Li (IEEE Trans. Neural Networks Learn. Syst., 2023)

SQL-CRAFT: Text-to-SQL through Interactive Refinement and Enhanced Reasoning. - Hanchen Xia; Feng Jiang; Naihao Deng; Cunxiang Wang; Guojiang Zhao; Rada Mihalcea; Yue Zhang 004 (CoRR, 2024)

CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph. - Haitao Lin; Guojiang Zhao; Odin Zhang; Yufei Huang 002; Lirong Wu; Zicheng Liu 006; Siyuan Li 002; Cheng Tan 012; Zhifeng Gao; Stan Z. Li (CoRR, 2024)

Intelligent System for Automated Molecular Patent Infringement Assessment. - Yaorui Shi; Sihang Li 002; Taiyan Zhang; Xi Fang; Jiankun Wang 011; Zhiyuan Liu 001; Guojiang Zhao; Zhengdan Zhu; Zhifeng Gao; Renxin Zhong; Linfeng Zhang 002; Guolin Ke; et al. (CoRR, 2024)

A Teacher-Free Graph Knowledge Distillation Framework With Dual Self-Distillation. - Lirong Wu; Haitao Lin; Zhangyang Gao; Guojiang Zhao; Stan Z. Li (IEEE Trans. Knowl. Data Eng., 2024)

CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph. - Haitao Lin; Guojiang Zhao; Odin Zhang; Yufei Huang 002; Lirong Wu; Cheng Tan 012; Zicheng Liu 006; Zhifeng Gao; Stan Z. Li (ICLR, 2025)

A Simple yet Effective ΔΔG Predictor is An Unsupervised Antibody Optimizer and Explainer. - Lirong Wu; Yunfan Liu 002; Haitao Lin; Yufei Huang 002; Guojiang Zhao; Zhifeng Gao; Stan Z. Li (ICLR, 2025)

Data-Driven Parametrization of All-Atom Force Fields for Organic Semiconductors. - Guojiang Zhao; Taiping Hu; Yingfeng Zhang; Hongshuai Wang; Lirong Wu; Shuqi Lu; Fengtianci Yang; Shangqian Chen; Zhifeng Gao; Xinyan Wang; Zheng Cheng (J. Chem. Inf. Model., 2025)

A Simple yet Effective DDG Predictor is An Unsupervised Antibody Optimizer and Explainer. - Lirong Wu; Yunfan Liu 002; Haitao Lin; Yufei Huang 002; Guojiang Zhao; Zhifeng Gao; Stan Z. Li (CoRR, 2025)

Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting. - Lirong Wu; Haitao Lin; Guojiang Zhao; Cheng Tan 012; Stan Z. Li (IEEE Trans. Neural Networks Learn. Syst., 2025)

MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs. - Guojiang Zhao; Sihang Li 002; Zixiang Lu; Zheng Cheng; Haitao Lin; Lirong Wu; Hanchen Xia; Hengxing Cai; Wentao Guo; Hongshuai Wang; Mingjun Xu; Siyu Zhu; et al. (CoRR, 2025)