most citedMTCMB: A Multi-Task Benchmark Framework for Evaluating LLMs on Knowledge, Reasoning, and Safety in Traditional Chinese Medicine

1 citations · 1 across the 14 of their papers we have counts for

collaborators
Showing cs.SEShow all

12 papers · 1 filter

cs.SE2026

AutoSQL: Extracting SQL Templates from Imperative ORM Code in Large-Scale Repositories

Junsong Pu, Yichen Li, Zhuangbin Chen +2

Suboptimal SQL queries can significantly degrade the performance of cloud systems, motivating the extraction and auditing of SQL statements before deployment. However, Go ORM frame…

cs.SE2026

LogNLQ: Natural-Language Log Querying with Parser-Induced and Semantically Grounded Schemas

Juepeng Wang, Jinyang Liu, Zhuangbin Chen +1

Logs are essential for system monitoring and failure diagnoses in modern software systems, yet querying them through natural language remains an open challenge. Existing approaches…

cs.SE2026

MASPrism: Lightweight Failure Attribution for Multi-Agent Systems Using Prefill-Stage Signals

Yang Liu, Hongjiang Feng, Junsong Pu +1

Failure attribution in LLM-based multi-agent systems aims to identify the steps that contribute to a failed execution. This task remains difficult because a single execution can co…

cs.SE2026

TypeScript Repository Indexing for Code Agent Retrieval

Junsong Pu, Yichen Li, Zhuangbin Chen

Graph-based code indexing can improve context retrieval for LLM-based code agents by preserving call chains and dependency relationships that keyword search and similarity retrieva…

cs.SE2026

MAS-FIRE: Fault Injection and Reliability Evaluation for LLM-Based Multi-Agent Systems

Jin Jia, Zhiling Deng, Zhuangbin Chen +2

As LLM-based Multi-Agent Systems (MAS) are increasingly deployed for complex tasks, ensuring their reliability has become a pressing challenge. Since MAS coordinate through unstruc…

cs.SE2026

LogPrism: Unifying Structure and Variable Encoding for Effective Log Compression

Yang Liu, Kaiming Zhang, Zhuangbin Chen +1

In the field of log compression, the prevailing "parse-then-compress" paradigm fundamentally limits effectiveness by treating log parsing and compression as isolated objectives. Wh…

cs.SE2026

Cast: Automated Resilience Testing for Production Cloud Service Systems

Zhuangbin Chen, Zhiling Deng, Kaiming Zhang +4

The distributed nature of microservice architecture introduces significant resilience challenges. Traditional testing methods, limited by extensive manual effort and oversimplified…

cs.SE2025

MicroRacer: Detecting Concurrency Bugs for Cloud Service Systems

Zhiling Deng, Juepeng Wang, Zhuangbin Chen

Modern cloud applications delivering global services are often built on distributed systems with a microservice architecture. In such systems, end-to-end user requests traverse mul…

cs.SE2025

Metronome: Differentiated Delay Scheduling for Serverless Functions

Zhuangbin Chen, Juzheng Zheng, Zibin Zheng

Function-as-a-Service (FaaS) computing is an emerging cloud computing paradigm for its ease-of-management and elasticity. However, optimizing scheduling for serverless functions re…

cs.SE2025

ErrorPrism: Reconstructing Error Propagation Paths in Cloud Service Systems

Junsong Pu, Yichen Li, Zhuangbin Chen +6

Reliability management in cloud service systems is challenging due to the cascading effect of failures. Error wrapping, a practice prevalent in modern microservice development, enr…

cs.SE2025

An Empirical Study of Interaction Bugs in ROS-based Software

Zhixiang Chen, Zhuangbin Chen, Xingjie Cai +2

Modern robotic systems integrate multiple independent software and hardware components, each responsible for distinct functionalities such as perception, decision-making, and execu…

cs.SE2025

Tracezip: Efficient Distributed Tracing via Trace Compression

Zhuangbin Chen, Junsong Pu, Zibin Zheng

Distributed tracing serves as a fundamental building block in the monitoring and testing of cloud service systems. To reduce computational and storage overheads, the de facto pract…