Authors

Ruihong Qiu

Publications 2

Preprint Open access

Tracing the Evidence: Faithful Token Attribution Through Vision-Language Reasoning

Bowen Yuan, Danny Wang, Ruihong Qiu et al. · 2026

Large vision-language models (LVLMs) exhibit strong reasoning capabilities, yet the visual and textual evidence supporting the generated responses remains difficult to identify. Faithful token attribution explains an LVLM's response by assigning scores that rank image and prompt tokens by how much the model relies on t …

Preprint Open access

Domain-Adaptive Pretraining Enhances Water Treatment Semantic Representation for Large-Scale Structured Literature Mining

Mudi Zhai, Ruihong Qiu, Qingyun Zeng et al. · 2026

Water treatment research is expanding rapidly, but much of the knowledge acquired from this research remains scattered across unstructured literature. The field still lacks a dedicated language model that can efficiently capture water treatment-specific domain semantics for large-scale literature mining. Here, we addre …

Co-authors

Mudi Zhai Qingyun Zeng T. David Waite Bing-Jie Ni Haoran Duan Bowen Yuan Danny Wang Zijian Wang Zi Huang