Learning Noise-Resilient and Transferable Graph-Text Alignment via Dynamic Quality Assessment. - Yuhang Liu 006; Minglai Shao 001; Zengyi Wo; Yunlong Chu; Bing Hao; Shengzhong Liu; Ruijie Wang 004; Jianxin Li 002 (CoRR, 2025)

Adaptive Graph Mixture of Residual Experts: Unsupervised Learning on Diverse Graphs with Heterogeneous Specialization. - Yunlong Chu; Minglai Shao 001; Zengyi Wo; Bing Hao; Yuhang Liu 006; Ruijie Wang 004; Jianxin Li 002 (CoRR, 2025)

LLMTM: Benchmarking and Optimizing LLMs for Temporal Motif Analysis in Dynamic Graphs. - Bing Hao; Minglai Shao 001; Zengyi Wo; Yunlong Chu; Yuhang Liu 006; Ruijie Wang 004 (AAAI, 2026)

RouteGoT: Node-Adaptive Routing for Cost-Efficient Graph of Thoughts Reasoning. - Yuhang Liu 006; Ruijie Wang 004; Yunlong Chu; Bing Hao; Yumeng Lin; Shengzhong Liu; Minglai Shao 001 (CoRR, 2026)

SPOT: Span-level Pause-of-Thought for Efficient and Interpretable Latent Reasoning in Large Language Models. - Yunlong Chu; Minglai Shao 001; Yuhang Liu 006; Bing Hao; Yumeng Lin; Jialu Wang; Ruijie Wang 004 (CoRR, 2026)