YH
Yintong Huo
cs.SEcs.AIcs.CLcs.LGcs.CVcs.DCcs.MAcs.CRcs.HCcs.IR
On Valency
published · living versionsW_t6ahutf9·v1 · currentpublished
StateMirror: Pre-Execution Detection of Hallucinated Tool Calls in Coding Agents
with Shiwen Shan, Zhiying Wu, Yuxin Su
1 version
W_3zr3dbgw·v1published
W_ugycxvp8·v1published
Preprints & journals
60 papers in the corpus · 2020–2026InterWebCoder: Learning Interactive Webpage Generation from Executable Tests via Reinforcement Learning2610.28610v1 · Jingyu Xiao, Dasen Dai, Yuxuan Wan et al.2026 · 0 citationsarXivon Valency
TraceLite: Efficient Trace Reduction for SWE Agents via Optical Compression and Redundancy Removal2610.28612v1 · Jingyu Xiao, Qianxi Liu, Yintong Huo et al.2026 · 0 citationsarXivon Valency
Cadence: Strategic Guidance for Coding Agents2610.12269v1 · Minxing Wang, He Ye, Earl T. Barr et al.2026 · 0 citationsarXiv
Correct Code, Broken Contributions? SWE-CC: Benchmarking Repository Policy Compliance for Coding Agents2610.06193v1 · Hai Dang Truong, Rayner Goh, Thanh Le-Cong et al.2026 · 0 citationsarXiv
Path2Spec: Path-Aware Specification Generation via Large Language Models2609.33438v1 · Dan Huang, Zhensu Sun, Huihui Huang et al.2026 · 0 citationsarXiv
Towards Risk-free AI Agent Deployment2608.16411v1 · Yintong Huo, Rangeet Pan, Abhik Roychoudhury2026 · 0 citationsarXiv
LongRCA Bench: Root-Cause Localization in Long-Horizon Agent Trajectories2608.15242v4 · Yunfei Zhang, Boyu Feng, Changhua Pei et al.2026 · 0 citationsarXiv
Does It Render Everywhere? A Study of Cross-Environment Compatibility in MLLM-Generated Webpages2608.12518v1 · Ziyun Guo, Jingyu Xiao, Yuqiang Sun et al.2026 · 0 citationsarXiv
CodeShrink: Adaptive Visual Compression for Efficient Multimodal Code Understanding2607.29637v1 · Wenxin Tang, Jingyu Xiao, Zhenyu Liu et al.2026 · 0 citationsarXiv
Graph Is the Verifier: Agentic Reinforcement Learning for Interprocedural Vulnerability Detection2607.26656v1 · Yikun Li, Ting Zhang, Jiakun Liu et al.2026 · 0 citationsarXiv
VisualRepair: Dynamic Tool Calling and Region Focusing for Visual Software Issue Repair2607.14075v1 · Jingyu Xiao, Zhongyi Zhang, Haoran Hou et al.2026 · 1 citationarXiv
Lost in the Flow with Code Talkers: Unveiling the Instruction-Tuning Tax of Large Language Models in Code Tasks2606.08676v1 · Shi Ying Chang, Chiok Yew Ho, Yichen Li et al.2026 · 0 citationsarXiv
Making Embodied AI Reliable: A Community Agenda from Testing to Formal Verification2606.03593v1 · Xi Zheng, Dulanga Weerakoon, Yintong Huo et al.2026 · 0 citationsarXiv
Agent System Operations: Categorization, Challenges, and Future Directions2606.01581v2 · Zexin Wang, Changhua Pei, Yuanhao Liu et al.2026 · 0 citationsarXiv
TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems2605.26563v3 · Minxing Wang, Xiaofei Xie, Yintong Huo2026 · 1 citationarXiv
CelerLog: Fast Log Parsing via Dynamic Routing2605.26005v1 · Shiwen Shan, Yintong Huo, Minxing Wang et al.2026 · 0 citationsarXiv
From Runnable to Shippable: Multi-Agent Test-Driven Development for Generating Full-Stack Web Applications from Requirements2605.17242v2 · Yuxuan Wan, Tingshuo Liang, Jiakai Xu et al.2026 · 0 citationsarXiv
UIBenchKit: A unified toolkit for design-to-code model evaluation2605.13141v1 · Chinh T. Le, Trevor Ong Yee Siang, Jingyu Xiao et al.2026 · 1 citationarXiv
Automated Logging Is Language-Sensitive: A Multilingual Benchmark and Empirical Study of LLMs2604.17529v2 · Renyi Zhong, Yichen Li, Yulun Wu et al.2026 · 0 citationsarXiv
AnomalyGen: Enhancing Log-Based Anomaly Detection with Code-Guided Data Augmentation2604.11107v1 · Xinyu Li, Yintong Huo, Chenxi Mao et al.2026 · 0 citationsarXiv
LogFold: Compressing Logs with Structured Tokens and Hybrid Encoding2603.20618v1 · Shiwen Shan, Yintong Huo, Hongzhan Zhong et al.2026 · 0 citationsarXiv
ComUICoder: Component-based Reusable UI Code Generation for Complex Websites via Semantic Segmentation and Element-wise Feedback2602.19276v1 · Jingyu Xiao, Jiantong Qin, Shuoqi Li et al.2026 · 1 citationarXiv
Forecasting Developer Environments with GenAI: A Research Perspective2602.07412v1 · Raula Gaikovina Kula, Christoph Treude, Xing Hu et al.2026 · 0 citationsarXiv
Small is Beautiful: A Practical and Efficient Log Parsing Framework2601.22590v2 · Minxing Wang, Yintong Huo2026 · 1 citationarXiv
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification2601.15808v2 · Yuxuan Wan, Tianqing Fang, Zaitang Li et al.2026 · 1 citationarXiv
AutoLogger: A Multi-Agent Framework for the End-to-End Automated Logging2511.18528v2 · Renyi Zhong, Yintong Huo, Wenwei Gu et al.2025 · 0 citationsarXiv
Envisioning Future Interactive Web Development: Editing Webpage with Natural Language2510.26516v1 · Truong Hai Dang, Jingyu Xiao, Yintong Huo2025 · 1 citationarXiv
CodeAD: Synthesize Code of Rules for Log-based Anomaly Detection with LLMs2510.22986v1 · Junjie Huang, Minghua He, Jinyang Liu et al.2025 · 0 citationsarXiv
Automatically Generating Web Applications from Requirements Via Multi-Agent Test-Driven Development2509.25297v2 · Yuxuan Wan, Tingshuo Liang, Jiakai Xu et al.2025 · 0 citationsarXiv
EfficientUICoder: A Bidirectional Token Compression Framework for Efficient MLLM-Based UI Code Generation2509.12159v2 · Jingyu Xiao, Zhongyi Zhang, Yuxuan Wan et al.2025 · 1 citationarXiv
ConfLogger: Enhance Systems' Configuration Diagnosability through Configuration Logging2508.20977v2 · Shiwen Shan, Yintong Huo, Yuxin Su et al.2025 · 0 citationsarXiv
Exploring Autonomous Agents: A Closer Look at Why They Fail When Completing Tasks2508.13143v1 · Ruofan Lu, Yichen Li, Yintong Huo2025 · 4 citationsarXiv
Next Edit Prediction: Learning to Predict Code Edits from Context and Interaction History2508.10074v2 · Ruofan Lu, Yintong Huo, Meng Zhang et al.2025 · 0 citationsarXiv
CCISolver: End-to-End Detection and Repair of Method-Level Code-Comment Inconsistency2506.20558v1 · Renyi Zhong, Yintong Huo, Wenwei Gu et al.2025 · 0 citationsarXiv
DesignBench: A Comprehensive Benchmark for MLLM-based Front-end Code Generation2506.06251v3 · Jingyu Xiao, Ming Wang, Man Ho Lam et al.2025 · 1 citationarXiv
KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems2506.04569v1 · Wenwei Gu, Renyi Zhong, Guangba Yu et al.2025 · 3 citationsarXiv
Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation2505.16590v3 · Renyi Zhong, Yichen Li, Guangba Yu et al.2025 · 4 citationsarXiv
Financial Named Entity Recognition: How Far Can LLM Go?2501.02237v1 · Yi-Te Lu, Yintong Huo2025 · 1 citationarXiv
MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs2412.15310v1 · Yuxuan Wan, Yi Dong, Jingyu Xiao et al.2024 · 1 citationarXiv
Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping2411.03292v3 · Jingyu Xiao, Yuxuan Wan, Yintong Huo et al.2024 · 7 citationsarXiv
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis2409.13561v1 · Junjie Huang, Zhihan Jiang, Jinyang Liu et al.2024 · 13 citationsarXiv
LogUpdater: Automated Detection and Repair of Specific Defects in Logging Statements2408.03101v2 · Renyi Zhong, Yichen Li, Jinxi Kuang et al.2024 · 7 citationsarXiv
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach2406.16386v3 · Yuxuan Wan, Chaozheng Wang, Yi Dong et al.2024 · 19 citationsarXiv
Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs2404.00640v2 · Shiwen Shan, Yintong Huo, Yuxin Su et al.2024 · 31 citationsarXiv
SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions2403.17574v2 · Cheryl Lee, Zhouruixing Zhu, Tianyi Yang et al.2024 · 13 citationsarXiv
Go Static: Contextualized Logging Statement Generation2402.12958v1 · Yichen Li, Yintong Huo, Renyi Zhong et al.2024 · 24 citationsarXiv
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context2402.03630v2 · Yichen Li, Yun Peng, Yintong Huo et al.2024 · 19 citationsarXiv
LILAC: Log Parsing using LLMs with Adaptive Parsing Cache2310.01796v3 · Zhihan Jiang, Jinyang Liu, Zhuangbin Chen et al.2023 · 128 citationsarXiv
A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems2310.00677v1 · Yintong Huo, Cheryl Lee, Jinyang Liu et al.2023 · 0 citationsarXiv
A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?2308.10828v2 · Zhihan Jiang, Jinyang Liu, Junjie Huang et al.2023 · 88 citationsarXiv
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