CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs. - Yuanxiang Liu; Songze Li; Xiaoke Guo; Zhaoyan Gong; Qifei Zhang; Huajun Chen; Wen Zhang 015 (CoRR, 2026)

Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning. - Zhaoyan Gong; Zhiqiang Liu; Songze Li; Xiaoke Guo; Yuanxiang Liu; Xinle Deng; Zhizhen Liu; Lei Liang 002; Huajun Chen; Wen Zhang 015 (CoRR, 2026)

ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering. - Xiaoke Guo; Songze Li; Zhiqiang Liu; Zhaoyan Gong; Yuanxiang Liu; Huajun Chen; Wen Zhang (CoRR, 2026)