Yuheng Huang

According to our database, Yuheng Huang authored at least 23 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Look Before You Leap: An Exploratory Study of Uncertainty Analysis for Large Language Models.

Yuheng Huang, Jiayang Song, Zhijie Wang, Shengming Zhao, Huaming Chen, Felix Juefei-Xu, Lei Ma

IEEE Trans. Software Eng., February, 2025

Fine-grained Testing for Autonomous Driving Software: a Study on Autoware with LLM-driven Unit Testing.

Wenhan Wang, Xuan Xie, Yuheng Huang, Renzhi Wang, An Ran Chen, Lei Ma

CoRR, January, 2025

2024

LUNA: A Model-Based Universal Analysis Framework for Large Language Models.

Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma

IEEE Trans. Software Eng., July, 2024

Generation-based Differential Fuzzing for Deep Learning Libraries.

Jiawei Liu, Yuheng Huang, Zhijie Wang, Lei Ma, Chunrong Fang, Mingzheng Gu, Xufan Zhang, Zhenyu Chen

ACM Trans. Softw. Eng. Methodol., February, 2024

Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems.

Shengming Zhao, Yuheng Huang, Jiayang Song, Zhijie Wang, Chengcheng Wan, Lei Ma

CoRR, 2024

LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation.

Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma

CoRR, 2024

Towards Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation: An Empirical Study.

Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma

CoRR, 2024

LeCov: Multi-level Testing Criteria for Large Language Models.

Xuan Xie, Jiayang Song, Yuheng Huang, Da Song, Fuyuan Zhang, Felix Juefei-Xu, Lei Ma

CoRR, 2024

Active Testing of Large Language Model via Multi-Stage Sampling.

Yuheng Huang, Jiayang Song, Qiang Hu, Felix Juefei-Xu, Lei Ma

CoRR, 2024

Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture.

Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma

CoRR, 2024

Vortex under Ripplet: An Empirical Study of RAG-enabled Applications.

Yuchen Shao, Yuheng Huang, Jiawei Shen, Lei Ma, Ting Su, Chengcheng Wan

CoRR, 2024

Where Do Large Language Models Fail When Generating Code?

Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang

CoRR, 2024

TESTEVAL: Benchmarking Large Language Models for Test Case Generation.

Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma

CoRR, 2024

Enhancing Fault Detection for Large Language Models via Mutation-Based Confidence Smoothing.

Qiang Hu, Jin Wen, Maxime Cordy, Yuheng Huang, Xiaofei Xie, Lei Ma

CoRR, 2024

Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward.

Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma

CoRR, 2024

GMP-TL: Gender-Augmented Multi-Scale Pseudo-Label Enhanced Transfer Learning For Speech Emotion Recognition.

Yu Pan, Yuguang Yang, Yuheng Huang, Tiancheng Jin, Jingjing Yin, Yanni Hu, Heng Lu, Lei Ma, Jianjun Zhao

Proceedings of the IEEE Spoken Language Technology Workshop, 2024

PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement.

Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

PatchCensor: Patch Robustness Certification for Transformers via Exhaustive Testing.

Yuheng Huang, Lei Ma, Yuanchun Li

ACM Trans. Softw. Eng. Methodol., November, 2023

Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models.

Yuheng Huang, Jiayang Song, Zhijie Wang, Huaming Chen, Lei Ma

CoRR, 2023

When Simulator Meets Natural Deviation: A Study on Deviations in Simulation-based ADS Testing.

Renzhi Wang, Zhijie Wang, Yuheng Huang, Lei Ma

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, ISSRE 2023, 2023

DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction.

Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

DeepLens: Interactive Out-of-distribution Data Detection in NLP Models.

Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty.

Zhijie Wang, Yuheng Huang, Lei Ma, Haruki Yokoyama, Susumu Tokumoto, Kazuki Munakata

CoRR, 2022