Yuheng Huang - RankMe

43 papers A* 6Journal 32Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AcTracer: Active Testing of Large Language Model via Multi-Stage Sampling. ACM Trans. Softw. Eng. Methodol. Yuheng Huang, Jiayang Song, Qiang Hu, Felix Juefei-Xu, Lei Ma
2026	J	`jnl`	CAM: A Causality-based Analysis Framework for Multi-Agent Code Generation Systems. CoRR Zongyi Lyu, Zhenlan Ji, Songqiang Chen, Liwen Wang, Yuheng Huang, Shuai Wang, Shing-Chi Cheung
2026	J	`jnl`	Evaluating Implicit Regulatory Compliance in LLM Tool Invocation via Logic-Guided Synthesis. CoRR Da Song, Yuheng Huang, Boqi Chen, Tianshuo Cong, Randy Goebel, Lei Ma, Foutse Khomh
2026	J	`jnl`	LeCov: Multi-level testing criteria for large language models. J. Syst. Softw. Xuan Xie, Jiayang Song, Yuheng Huang, Da Song, Felix Juefei-Xu, Lei Ma
2026	J	`jnl`	Online Safety Analysis for LLMs: A Benchmark, an Assessment, and a Path Forward. IEEE Trans. Artif. Intell. Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma
2025	A*	`conf`	Are LLMs Correctly Integrated into Software Systems? ICSE Yuchen Shao, Yuheng Huang, Jiawei Shen, Lei Ma, Ting Su, Chengcheng Wan
2025	J	`jnl`	Evaluating LLMs on Sequential API Call Through Automated Test Generation. CoRR Yuheng Huang, Da Song, Zhenlan Ji, Shuai Wang, Lei Ma
2025	J	`jnl`	Evaluation and Improvement of Test Selection for Large Language Models. J. Softw. Evol. Process. Lili Quan, Jin Wen, Qiang Hu, Maxime Cordy, Yuheng Huang, Lei Ma, Xiaohong Li
2025	J	`jnl`	Fine-grained Testing for Autonomous Driving Software: a Study on Autoware with LLM-driven Unit Testing. CoRR Wenhan Wang, Xuan Xie, Yuheng Huang, Renzhi Wang, An Ran Chen, Lei Ma
2025	J	`jnl`	Foundation Models for Autonomous Driving System: An Initial Roadmap. CoRR Xiongfei Wu, Mingfei Cheng, Qiang Hu, Jianlang Chen, Yuheng Huang, Manabu Okada, Michio Hayashi, Tomoyuki Tsuchiya, Xiaofei Xie, Lei Ma
2025	J	`jnl`	Look Before You Leap: An Exploratory Study of Uncertainty Analysis for Large Language Models. IEEE Trans. Software Eng. Yuheng Huang, Jiayang Song, Zhijie Wang, Shengming Zhao, Huaming Chen, Felix Juefei-Xu, Lei Ma
2025	—	`conf`	Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture. NAACL (Findings) Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma
2025	—	`conf`	Risk Assessment Framework for Code LLMs via Leveraging Internal States. SIGSOFT FSE Companion Yuheng Huang, Lei Ma, Keizaburo Nishikino, Takumi Akazaki
2025	—	`conf`	TESTEVAL: Benchmarking Large Language Models for Test Case Generation. NAACL (Findings) Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma
2025	J	`jnl`	TRUSTVIS: A Multi-Dimensional Trustworthiness Evaluation Framework for Large Language Models. CoRR Ruoyu Sun, Da Song, Jiayang Song, Yuheng Huang, Lei Ma
2025	A*	`conf`	Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models. ICSE Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang
2025	A*	`conf`	TrustVis: A Multi-Dimensional Trustworthiness Evaluation Framework for Large Language Models. ASE Ruoyu Sun, Da Song, Jiayang Song, Yuheng Huang, Lei Ma
2025	J	`jnl`	VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation. Proc. ACM Softw. Eng. Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma
2024	J	`jnl`	Active Testing of Large Language Model via Multi-Stage Sampling. CoRR Yuheng Huang, Jiayang Song, Qiang Hu, Felix Juefei-Xu, Lei Ma
2024	J	`jnl`	Enhancing Fault Detection for Large Language Models via Mutation-Based Confidence Smoothing. CoRR Qiang Hu, Jin Wen, Maxime Cordy, Yuheng Huang, Xiaofei Xie, Lei Ma
2024	—	`conf`	GMP-TL: Gender-Augmented Multi-Scale Pseudo-Label Enhanced Transfer Learning For Speech Emotion Recognition. SLT Yu Pan, Yuguang Yang, Yuheng Huang, Tiancheng Jin, Jingjing Yin, Yanni Hu, Heng Lu, Lei Ma, Jianjun Zhao
2024	J	`jnl`	Generation-based Differential Fuzzing for Deep Learning Libraries. ACM Trans. Softw. Eng. Methodol. Jiawei Liu, Yuheng Huang, Zhijie Wang, Lei Ma, Chunrong Fang, Mingzheng Gu, Xufan Zhang, Zhenyu Chen
2024	J	`jnl`	LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation. CoRR Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma
2024	J	`jnl`	LUNA: A Model-Based Universal Analysis Framework for Large Language Models. IEEE Trans. Software Eng. Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
2024	J	`jnl`	LeCov: Multi-level Testing Criteria for Large Language Models. CoRR Xuan Xie, Jiayang Song, Yuheng Huang, Da Song, Fuyuan Zhang, Felix Juefei-Xu, Lei Ma
2024	J	`jnl`	Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture. CoRR Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma
2024	J	`jnl`	Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward. CoRR Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma
2024	A*	`conf`	PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CHI Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
2024	J	`jnl`	PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CoRR Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
2024	J	`jnl`	TESTEVAL: Benchmarking Large Language Models for Test Case Generation. CoRR Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma
2024	J	`jnl`	Towards Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation: An Empirical Study. CoRR Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma
2024	J	`jnl`	Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems. CoRR Shengming Zhao, Yuheng Huang, Jiayang Song, Zhijie Wang, Chengcheng Wan, Lei Ma
2024	J	`jnl`	Vortex under Ripplet: An Empirical Study of RAG-enabled Applications. CoRR Yuchen Shao, Yuheng Huang, Jiawei Shen, Lei Ma, Ting Su, Chengcheng Wan
2024	J	`jnl`	Where Do Large Language Models Fail When Generating Code? CoRR Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang
2023	A*	`conf`	DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CHI Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang
2023	J	`jnl`	DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CoRR Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang
2023	A*	`conf`	DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CHI Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
2023	J	`jnl`	DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CoRR Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
2023	J	`jnl`	LUNA: A Model-Based Universal Analysis Framework for Large Language Models. CoRR Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
2023	J	`jnl`	Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models. CoRR Yuheng Huang, Jiayang Song, Zhijie Wang, Huaming Chen, Lei Ma
2023	J	`jnl`	PatchCensor: Patch Robustness Certification for Transformers via Exhaustive Testing. ACM Trans. Softw. Eng. Methodol. Yuheng Huang, Lei Ma, Yuanchun Li
2023	—	`conf`	When Simulator Meets Natural Deviation: A Study on Deviations in Simulation-based ADS Testing. ISSREW Renzhi Wang, Zhijie Wang, Yuheng Huang, Lei Ma
2022	J	`jnl`	An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty. CoRR Zhijie Wang, Yuheng Huang, Lei Ma, Haruki Yokoyama, Susumu Tokumoto, Kazuki Munakata