ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base. - Qixuan Zhang; Xinyi Weng; Guangyou Zhou; Yi Zhang 118; Jimmy Xiangji Huang (Inf. Process. Manag., 2022)

HGEN: Learning Hierarchical Heterogeneous Graph Encoding for Math Word Problem Solving. - Yi Zhang 118; Guangyou Zhou; Zhiwen Xie; Jimmy Xiangji Huang (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Learning Query Adaptive Anchor Representation for Inductive Relation Prediction. - Zhiwen Xie; Yi Zhang 118; Jin Liu 016; Guangyou Zhou; Jimmy Xiangji Huang (ACL (Findings), 2023)

Number-enhanced representation with hierarchical recursive tree decoding for math word problem solving. - Yi Zhang 118; Guangyou Zhou; Zhiwen Xie; Jimmy Xiangji Huang (Inf. Process. Manag., 2024)

One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion. - Zhiwen Xie; Yi Zhang 118; Guangyou Zhou; Jin Liu 016; Xinhui Tu; Jimmy Xiangji Huang (IEEE Trans. Knowl. Data Eng., 2024)

Unifying the syntax and semantics for math word problem solving. - Xingyu Tao; Yi Zhang 118; Zhiwen Xie; Zhuo Zhao; Guangyou Zhou; Yongchun Lu (Neurocomputing, 2025)

A diversity-enhanced knowledge distillation model for practical math word problem solving. - Yi Zhang 118; Guangyou Zhou; Zhiwen Xie; Jinjin Ma; Jimmy Xiangji Huang (Inf. Process. Manag., 2025)