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

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)

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 (CoRR, 2024)

A Teacher-Free Graph Knowledge Distillation Framework with Dual Self-Distillation - Lirong Wu; Haitao Lin; Zhangyang Gao; Guojiang Zhao; Stan Z. Li (CoRR, 2024)

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

Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting - Lirong Wu; Haitao Lin; Guojiang Zhao; Cheng Tan; Stan Z. Li (CoRR, 2024)

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

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)

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

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

Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings - Jiangbin Zheng; Yile Wang; Ge Wang; Jun Xia; Yufei Huang; Guojiang Zhao; Yue Zhang; Stan Z. Li (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

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

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

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

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

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