Yintong Huo

66 papers A* 8A 5Journal 46Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
ComUICoder: Component-based Reusable UI Code Generation for Complex Websites via Semantic Segmentation and Element-wise Feedback.
CoRR
Jingyu Xiao, Jiantong Qin, Shuoqi Li, Man Ho Lam, Yuxuan Wan, Jen-tse Huang, Yintong Huo, Michael R. Lyu
2026 J jnl
Forecasting Developer Environments with GenAI: A Research Perspective.
CoRR
Raula Gaikovina Kula, Christoph Treude, Xing Hu, Sebastian Baltes, Earl T. Barr, Kelly Blincoe, Fabio Calefato, Junjie Chen, Marc Cheong, Youmei Fan, Daniel M. Germán, Marco Aurélio Gerosa, Jin L. C. Guo, Shinpei Hayashi, Robert Hirschfeld, Reid Holmes, Yintong Huo, Takashi Kobayashi, Michele Lanza, Zhongxin Liu, Olivier Nourry, Nicole Novielli, Denys Poshyvanyk, Shinobu Saito, Kazumasa Shimari, Igor Steinmacher, Mairieli Wessel, Markus Wagner, Annie Vella, Laurie Williams, Xin Xia
2026 J jnl
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification.
CoRR
Yuxuan Wan, Tianqing Fang, Zaitang Li, Yintong Huo, Wenxuan Wang, Haitao Mi, Dong Yu, Michael R. Lyu
2026 J jnl
KPIRoot+: An efficient integrated framework for anomaly detection and root cause analysis in large-scale cloud systems.
Empir. Softw. Eng.
Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
2026 J jnl
LogFold: Compressing Logs with Structured Tokens and Hybrid Encoding.
CoRR
Shiwen Shan, Yintong Huo, Hongzhan Zhong, Zhining Wang, Yuxin Su, Zibin Zheng
2026 J jnl
LogUpdater: Automated Detection and Repair of Specific Defects in Logging Statements.
ACM Trans. Softw. Eng. Methodol.
Renyi Zhong, Yichen Li, Jinxi Kuang, Wenwei Gu, Yintong Huo, Michael R. Lyu
2026 J jnl
Small is Beautiful: A Practical and Efficient Log Parsing Framework.
CoRR
Minxing Wang, Yintong Huo
2025 J jnl
Automatically Generating Web Applications from Requirements Via Multi-Agent Test-Driven Development.
CoRR
Yuxuan Wan, Tingshuo Liang, Jiakai Xu, Jingyu Xiao, Yintong Huo, Michael R. Lyu
2025 J jnl
CCISolver: End-to-End Detection and Repair of Method-Level Code-Comment Inconsistency.
CoRR
Renyi Zhong, Yintong Huo, Wenwei Gu, Jinxi Kuang, Zhihan Jiang, Guangba Yu, Yichen Li, David Lo, Michael R. Lyu
2025 J jnl
CodeAD: Synthesize Code of Rules for Log-based Anomaly Detection with LLMs.
CoRR
Junjie Huang, Minghua He, Jinyang Liu, Yintong Huo, Domenico Bianculli, Michael R. Lyu
2025 J jnl
ConfLogger: Enhance Systems' Configuration Diagnosability through Configuration Logging.
CoRR
Shiwen Shan, Yintong Huo, Yuxin Su, Zhining Wang, Dan Li, Zibin Zheng
2025 J jnl
DesignBench: A Comprehensive Benchmark for MLLM-based Front-end Code Generation.
CoRR
Jingyu Xiao, Ming Wang, Man Ho Lam, Yuxuan Wan, Junliang Liu, Yintong Huo, Michael R. Lyu
2025 J jnl
Divide-and-Conquer: Generating UI Code from Screenshots.
Proc. ACM Softw. Eng.
Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, Michael R. Lyu
2025 J jnl
EfficientUICoder: Efficient MLLM-based UI Code Generation via Input and Output Token Compression.
CoRR
Jingyu Xiao, Zhongyi Zhang, Yuxuan Wan, Yintong Huo, Yang Liu, Michael R. Lyu
2025 J jnl
End-to-End Automated Logging via Multi-Agent Framework.
CoRR
Renyi Zhong, Yintong Huo, Wenwei Gu, Yichen Li, Michael R. Lyu
2025 — conf
Envisioning Future Interactive Web Development: Editing Webpage with Natural Language.
AIware
Truong Hai Dang, Jingyu Xiao, Yintong Huo
2025 J jnl
Envisioning Future Interactive Web Development: Editing Webpage with Natural Language.
CoRR
Truong Hai Dang, Jingyu Xiao, Yintong Huo
2025 A* conf
Exploring Autonomous Agents: A Closer Look at Why They Fail When Completing Tasks.
ASE
Ruofan Lu, Yichen Li, Yintong Huo
2025 J jnl
Exploring Autonomous Agents: A Closer Look at Why They Fail When Completing Tasks.
CoRR
Ruofan Lu, Yichen Li, Yintong Huo
2025 — conf
Financial Named Entity Recognition: How Far Can LLM Go?
COLING Workshops
Yi-Te Lu, Yintong Huo
2025 J jnl
Financial Named Entity Recognition: How Far Can LLM Go?
CoRR
Yi-Te Lu, Yintong Huo
2025 A* conf
Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping.
ASE
Jingyu Xiao, Yuxuan Wan, Yintong Huo, Zixin Wang, Xinyi Xu, Wenxuan Wang, Zhiyao Xu, Yuhang Wang, Michael R. Lyu
2025 J jnl
KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems.
CoRR
Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
2025 J jnl
Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation.
CoRR
Renyi Zhong, Yichen Li, Guangba Yu, Wenwei Gu, Jinxi Kuang, Yintong Huo, Michael R. Lyu
2025 J jnl
Next Edit Prediction: Learning to Predict Code Edits from Context and Interaction History.
CoRR
Ruofan Lu, Yintong Huo, Meng Zhang, Yichen Li, Michael R. Lyu
2024 A conf
A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?
ISSTA
Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu
2024 J jnl
Automated Defects Detection and Fix in Logging Statement.
CoRR
Renyi Zhong, Yichen Li, Jinxi Kuang, Wenwei Gu, Yintong Huo, Michael R. Lyu
2024 J jnl
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach.
CoRR
Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, Michael R. Lyu
2024 A conf
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis.
ISSRE
Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu
2024 J jnl
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis.
CoRR
Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu
2024 A* conf
DivLog: Log Parsing with Prompt Enhanced In-Context Learning.
ICSE
Junjielong Xu, Ruichun Yang, Yintong Huo, Chengyu Zhang, Pinjia He
2024 A* conf
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors.
ICSE
Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, Michael R. Lyu
2024 — conf
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context.
LLM4CODE@ICSE
Yichen Li, Yun Peng, Yintong Huo, Michael R. Lyu
2024 J jnl
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context.
CoRR
Yichen Li, Yun Peng, Yintong Huo, Michael R. Lyu
2024 J jnl
Exploring the Effectiveness of LLMs in Automated Logging Statement Generation: An Empirical Study.
IEEE Trans. Software Eng.
Yichen Li, Yintong Huo, Zhihan Jiang, Renyi Zhong, Pinjia He, Yuxin Su, Lionel C. Briand, Michael R. Lyu
2024 A conf
Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs.
ISSTA
Shiwen Shan, Yintong Huo, Yuxin Su, Yichen Li, Dan Li, Zibin Zheng
2024 J jnl
Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs.
CoRR
Shiwen Shan, Yintong Huo, Yuxin Su, Yichen Li, Dan Li, Zibin Zheng
2024 J jnl
Go Static: Contextualized Logging Statement Generation.
CoRR
Yichen Li, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, Michael R. Lyu
2024 J jnl
Go Static: Contextualized Logging Statement Generation.
Proc. ACM Softw. Eng.
Yichen Li, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, Michael R. Lyu
2024 J jnl
Interaction2Code: How Far Are We From Automatic Interactive Webpage Generation?
CoRR
Jingyu Xiao, Yuxuan Wan, Yintong Huo, Zhiyao Xu, Michael R. Lyu
2024 A conf
KPIRoot: Efficient Monitoring Metric-based Root Cause Localization in Large-scale Cloud Systems.
ISSRE
Wenwei Gu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
2024 J jnl
LILAC: Log Parsing using LLMs with Adaptive Parsing Cache.
Proc. ACM Softw. Eng.
Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yichen Li, Junjie Huang, Yintong Huo, Pinjia He, Jiazhen Gu, Michael R. Lyu
2024 J jnl
MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs.
CoRR
Yuxuan Wan, Yi Dong, Jingyu Xiao, Yintong Huo, Wenxuan Wang, Michael R. Lyu
2024 A* conf
SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions.
ICDE
Cheryl Lee, Zhouruixin Zhu, Tianyi Yang, Yintong Huo, Yuxin Su, Pinjia He, Michael R. Lyu
2024 J jnl
SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions.
CoRR
Cheryl Lee, Zhouruixin Zhu, Tianyi Yang, Yintong Huo, Yuxin Su, Pinjia He, Michael R. Lyu
2023 J jnl
A Large-scale Benchmark for Log Parsing.
CoRR
Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu
2023 — conf
A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems.
ICDM (Workshops)
Yintong Huo, Cheryl Lee, Jinyang Liu, Tianyi Yang, Michael R. Lyu
2023 J jnl
A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems.
CoRR
Yintong Huo, Cheryl Lee, Jinyang Liu, Tianyi Yang, Michael R. Lyu
2023 A* conf
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection.
ASE
Yintong Huo, Yichen Li, Yuxin Su, Pinjia He, Zifan Xie, Michael R. Lyu
2023 J jnl
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection.
CoRR
Yintong Huo, Yichen Li, Yuxin Su, Pinjia He, Zifan Xie, Michael R. Lyu
2023 — conf
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.
EACL (Findings)
Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth
2023 J jnl
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors.
CoRR
Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, Michael R. Lyu
2023 J jnl
EvLog: Evolving Log Analyzer for Anomalous Logs Identification.
CoRR
Yintong Huo, Cheryl Lee, Yuxin Su, Shiwen Shan, Jinyang Liu, Michael R. Lyu
2023 A conf
EvLog: Identifying Anomalous Logs over Software Evolution.
ISSRE
Yintong Huo, Cheryl Lee, Yuxin Su, Shiwen Shan, Jinyang Liu, Michael R. Lyu
2023 J jnl
Exploring the Effectiveness of LLMs in Automated Logging Generation: An Empirical Study.
CoRR
Yichen Li, Yintong Huo, Zhihan Jiang, Renyi Zhong, Pinjia He, Yuxin Su, Michael R. Lyu
2023 J jnl
LLMParser: A LLM-based Log Parsing Framework.
CoRR
Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yichen Li, Junjie Huang, Yintong Huo, Pinjia He, Jiazhen Gu, Michael R. Lyu
2023 J jnl
Prompting for Automatic Log Template Extraction.
CoRR
Junjielong Xu, Ruichun Yang, Yintong Huo, Chengyu Zhang, Pinjia He
2023 J jnl
Scalable and Adaptive Log-based Anomaly Detection with Expert in the Loop.
CoRR
Jinyang Liu, Junjie Huang, Yintong Huo, Zhihan Jiang, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Minzhi Yan, Michael R. Lyu
2023 A* conf
SemParser: A Semantic Parser for Log Analytics.
ICSE
Yintong Huo, Yuxin Su, Cheryl Lee, Michael R. Lyu
2022 A* conf
ARCLIN: Automated API Mention Resolution for Unformatted Texts.
ICSE
Yintong Huo, Yuxin Su, Hongming Zhang, Michael R. Lyu
2022 J jnl
ARCLIN: Automated API Mention Resolution for Unformatted Texts.
CoRR
Yintong Huo, Yuxin Su, Hongming Zhang, Michael R. Lyu
2022 J jnl
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.
CoRR
Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth
2022 — conf
LogVm: Variable Semantics Miner for Log Messages.
ISSRE Workshops
Yintong Huo, Yuxin Su, Michael R. Lyu
2021 — conf
Learning Contextual Causality Between Daily Events From Time-Consecutive Images.
CVPR Workshops
Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth
2021 J jnl
SemParser: A Semantic Parser for Log Analysis.
CoRR
Yintong Huo, Yuxin Su, Baitong Li, Michael R. Lyu
2020 J jnl
Learning Contextual Causality from Time-consecutive Images.
CoRR
Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth