JustLogic: A Comprehensive Benchmark for Evaluating Deductive Reasoning in Large Language Models. - Michael K. Chen 002; Xikun Zhang 007; Dacheng Tao (CoRR, 2025)

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization. - Jingyi Zhang 005; Jiaxing Huang 001; Huanjin Yao; Shunyu Liu 001; Xikun Zhang 007; Shijian Lu; Dacheng Tao (CoRR, 2025)

Fairness in Graph Learning Augmented with Machine Learning: A Survey. - Renqiang Luo; Ziqi Xu; Xikun Zhang 007; Qing Qing; Huafei Huang; Enyan Dai; Zhe Wang; Bo Yang (CoRR, 2025)

Towards Heterogeneous Continual Graph Learning via Meta-knowledge Distillation. - Guiquan Sun; Xikun Zhang 007; Jingchao Ni; Dongjin Song (CoRR, 2025)

Improving Large Language Models with Concept-Aware Fine-Tuning. - Michael K. Chen 002; Xikun Zhang 007; Jiaxing Huang 001; Dacheng Tao (CoRR, 2025)

MaskPro: Linear-Space Probabilistic Learning for Strict (N:M)-Sparsity on Large Language Models. - Yan Sun; Qixin Zhang 001; Zhiyuan Yu 004; Xikun Zhang 007; Li Shen 008; Dacheng Tao (CoRR, 2025)

MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI. - Huanjin Yao; Jiaxing Huang 001; Yawen Qiu; Michael K. Chen 002; Wenzheng Liu; Wei Zhang 196; Wenjie Zeng; Xikun Zhang 007; Jingyi Zhang 005; Yuxin Song; Wenhao Wu; Dacheng Tao (CoRR, 2025)