Yuheng Huang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 27

Top Topics

Weakly Supervised

Region Adjacency Graph

Top Venues

ACM Trans. Softw. Eng. Methodol.

Publications

Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. IEEE Trans. Software Eng. 50 (7) (2024)
Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward. CoRR (2024)
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CHI (2024)
Qiang Hu, Jin Wen, Maxime Cordy, Yuheng Huang, Xiaofei Xie, Lei Ma
Enhancing Fault Detection for Large Language Models via Mutation-Based Confidence Smoothing. CoRR (2024)
Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma
TESTEVAL: Benchmarking Large Language Models for Test Case Generation. CoRR (2024)
Jiawei Liu, Yuheng Huang, Zhijie Wang, Lei Ma, Chunrong Fang, Mingzheng Gu, Xufan Zhang, Zhenyu Chen
Generation-based Differential Fuzzing for Deep Learning Libraries. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. CoRR (2024)
Yuchen Shao, Yuheng Huang, Jiawei Shen, Lei Ma, Ting Su, Chengcheng Wan
Vortex under Ripplet: An Empirical Study of RAG-enabled Applications. CoRR (2024)
Jiayang Song, Yuheng Huang, Zhehua Zhou, Lei Ma
Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture. CoRR (2024)
Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang
Where Do Large Language Models Fail When Generating Code? CoRR (2024)
Qi Chen, Yun Chen, Yuheng Huang, Xiaohua Xie, Lingxiao Yang
Region-based online selective examination for weakly supervised semantic segmentation. Inf. Fusion 107 (2024)
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CoRR (2023)
Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. CoRR (2023)
Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CHI (2023)
Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. CHI (2023)
Renzhi Wang, Zhijie Wang, Yuheng Huang, Lei Ma
When Simulator Meets Natural Deviation: A Study on Deviations in Simulation-based ADS Testing. ISSREW (2023)
Yuheng Huang, Jiayang Song, Zhijie Wang, Huaming Chen, Lei Ma
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models. CoRR (2023)
Yuheng Huang, Lei Ma, Yuanchun Li
PatchCensor: Patch Robustness Certification for Transformers via Exhaustive Testing. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang
DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. CoRR (2023)
Zhijie Wang, Yuheng Huang, Lei Ma, Haruki Yokoyama, Susumu Tokumoto, Kazuki Munakata
An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty. CoRR (2022)
Yuheng Huang, Jincai Xian, Dong Wei, Xiaofeng Jin, Tianshi Xu
Dual Gated Learning for Visible-Infrared Person Re-identification. ICIG (2) (2021)
Yuheng Huang, Yuanchun Li
Zero-Shot Certified Defense against Adversarial Patches with Vision Transformers. CoRR (2021)
Yuezhen Huang, Dong Wei, Yinan Liu, Xiaofeng Jin, Yuheng Huang, Tianshi Xu
Adaptively Fusing Complete Multi-resolution Features for Human Pose Estimation. ICIG (2) (2021)
Weibin Meng, Ying Liu, Shenglin Zhang, Federico Zaiter, Yuzhe Zhang, Yuheng Huang, Zhaoyang Yu, Yuzhi Zhang, Lei Song, Ming Zhang, Dan Pei
LogClass: Anomalous Log Identification and Classification With Partial Labels. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang, Federico Zaiter, Bingjin Chen, Dan Pei
A Semantic-aware Representation Framework for Online Log Analysis. ICCCN (2020)
Weibin Meng, Federico Zaiter, Yuheng Huang, Ying Liu, Shenglin Zhang, Yuzhe Zhang, Yichen Zhu, Tianke Zhang, En Wang, Zuomin Ren, Feng Wang, Shimin Tao, Dan Pei
Summarizing Unstructured Logs in Online Services. CoRR (2020)
Xiwen Jia, Allyson Lynch, Yuheng Huang, Matthew Danielson, Immaculate Lang'at, Alexander Milder, Aaron E. Ruby, Hao Wang, Sorelle A. Friedler, Alexander J. Norquist, Joshua Schrier
Anthropogenic biases in chemical reaction data hinder exploratory inorganic synthesis. Nat. 573 (7773) (2019)
Jingming Sun, Shu Wang, Yan Dong, Yuheng Huang
Non-binary Sparse Measurement Matrices for Binary Signal Recovery. Circuits Syst. Signal Process. 33 (3) (2014)
Yuheng Huang, Yan Dong, Minho Jo, Yingzhuang Liu
Selective Demodulation Scheme Based on Log-Likelihood Ratio Threshold. KSII Trans. Internet Inf. Syst. 7 (4) (2013)