79 citations · 190 across the 35 of their papers we have counts for
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cs.AI2025
SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization
Minghan Chen, Guikun Chen, Wenguan Wang +1
Large language models (LLMs) exhibit varying levels of confidence across input prompts (questions): some lead to consistent, semantically similar answers, while others yield divers…
cs.AI2024★ 4 cited
Visual Knowledge in the Big Model Era: Retrospect and Prospect
Wenguan Wang, Yi Yang, Yunhe Pan
Visual knowledge is a new form of knowledge representation that can encapsulate visual concepts and their relations in a succinct, comprehensive, and interpretable manner, with a d…
cs.AI2022★ 13 cited
Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing
Wenguan Wang, Yi Yang, Fei Wu
Neural-symbolic computing (NeSy), which pursues the integration of the symbolic and statistical paradigms of cognition, has been an active research area of Artificial Intelligence…