Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation. - Danilo Vasconcellos Vargas; Bingli Liao; Takahiro Kanzaki (CoRR, 2020)

Towards Understanding The Space of Unrobust Features of Neural Networks. - Bingli Liao; Takahiro Kanzaki; Danilo Vasconcellos Vargas (CYBCONF, 2021)

Attention-Driven Reasoning: Unlocking the Potential of Large Language Models. - Bingli Liao; Danilo Vasconcellos Vargas (CoRR, 2024)

Beyond KV caching: Shared attention for efficient LLMs. - Bingli Liao; Danilo Vasconcellos Vargas (Neurocomputing, 2025)

Toward Immersive Computational Storytelling: Card-Framework for Enhanced Persona-Driven Dialogues. - Bingli Liao; Danilo Vasconcellos Vargas (IEEE Trans. Games, 2025)