Papers by Wu Guibin
LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction (2024.naacl-long)
Copied to clipboard
| Challenge: | Existing models inadequately utilize spatial information of entities, causing incorrectly linking spatially distant entities. |
| Approach: | They propose a Spatial-Context Adaptive Pointer Network to restore semantic order among entities . they propose XFUND-based tail-to-head pointer to restore the semantic order . |
| Outcome: | The proposed method outperforms existing state-of-the-art methods in F1 scores for RE tasks. |
EvoRoute: Experience-Driven Self-Routing LLM Agent Systems (2026.acl-long)
Copied to clipboard
| Challenge: | EvoRoute is a self-evolving model routing paradigm that transcends static, pre-defined model assignments. |
| Approach: | They propose a model routing paradigm that transcends static, pre-defined model assignments. |
| Outcome: | Experiments on GAIA and BrowseComp+ show that EvoRoute reduces execution cost and latency by over 70%. |