Search Results for author: Fei Zuo

Found 6 papers, 1 papers with code

SwarmBrain: Embodied agent for real-time strategy game StarCraft II via large language models

1 code implementation31 Jan 2024 Xiao Shao, Weifu Jiang, Fei Zuo, Mengqing Liu

In this paper, we introduce SwarmBrain, an embodied agent leveraging LLM for real-time strategy implementation in the StarCraft II game environment.

Starcraft Starcraft II

Towards Imbalanced Large Scale Multi-label Classification with Partially Annotated Labels

no code implementations31 Jul 2023 Xin Zhang, Yuqi Song, Fei Zuo, XiaoFeng Wang

In this work, we address the issue of label imbalance and investigate how to train classifiers using partial labels in large labeling spaces.

Multi-Label Classification

D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators

no code implementations3 Apr 2023 Xin Zhang, Yuqi Song, XiaoFeng Wang, Fei Zuo

However, concerns have been raised with respect to the trustworthiness of these models: The standard testing method evaluates the performance of a model on a test set, while low-quality and insufficient test sets can lead to unreliable evaluation results, which can have unforeseeable consequences.

Autonomous Driving Data Augmentation +1

TRScore: A Novel GPT-based Readability Scorer for ASR Segmentation and Punctuation model evaluation and selection

no code implementations27 Oct 2022 Piyush Behre, Sharman Tan, Amy Shah, Harini Kesavamoorthy, Shuangyu Chang, Fei Zuo, Chris Basoglu, Sayan Pathak

Punctuation and Segmentation are key to readability in Automatic Speech Recognition (ASR), often evaluated using F1 scores that require high-quality human transcripts and do not reflect readability well.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Exploiting the Sensitivity of $L_2$ Adversarial Examples to Erase-and-Restore

no code implementations1 Jan 2020 Fei Zuo, Qiang Zeng

While many countermeasures against AEs have been proposed, detection of adaptive CW-$L_2$ AEs is still an open question.

Open-Ended Question Answering

Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs

no code implementations8 Aug 2018 Fei Zuo, Xiaopeng Li, Patrick Young, Lannan Luo, Qiang Zeng, Zhexin Zhang

The solutions to these two problems have many applications, such as cross-architecture vulnerability discovery and code plagiarism detection.

Machine Translation Translation

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