Question Relatedness on Stack Overflow: The Task, Dataset, and Corpus-inspired Models

Amirreza Shirani, Bowen Xu, David Lo +2

TestDecision: Sequential Test Suite Generation via Greedy Optimization and Reinforcement Learning

Guoqing Wang, Chengran Yang, Xiaoxuan Zhou +4

Accessibility in Software Practice: A Practitioner's Perspective

Tingting Bi, Xin Xia, David Lo +3

Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead

Xin Zhou, Sicong Cao, Xiaobing Sun +1

DAppSCAN: Building Large-Scale Datasets for Smart Contract Weaknesses in DApp Projects

Zibin Zheng, Jianzhong Su, Jiachi Chen +3

CrossASR++: A Modular Differential Testing Framework for Automatic Speech Recognition

Muhammad Hilmi Asyrofi, Zhou Yang, David Lo

Assessing AI Detectors in Identifying AI-Generated Code: Implications for Education

Wei Hung Pan, Ming Jie Chok, Jonathan Leong Shan Wong +6

Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems

Sicong Cao, Xiaobing Sun, Xiaoxue Wu +4

Automating App Review Response Generation

Cuiyun Gao, Jichuan Zeng, Xin Xia +3

Bamboo: LLM-Driven Discovery of API-Permission Mappings in the Android Framework

Han Hu, Wei Minn, Yonghui Liu +6

TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing

Vinoj Jayasundara, Nghi Duy Quoc Bui, Lingxiao Jiang +1

Scalable Online Vetting of Android Apps for Measuring Declared SDK Versions and Their Consistency with API Calls

Daoyuan Wu, Debin Gao, David Lo

Assessing and Advancing Benchmarks for Evaluating Large Language Models in Software Engineering Tasks

Xing Hu, Feifei Niu, Junkai Chen +5

VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Xin-Cheng Wen, Xinchen Wang, Yujia Chen +3

Semantic Drift in Bug Resolution: How Behavioral Signals Propagate from Reports to Tests and Patches

Wendkûuni C. Ouédraogo, Yinghua Li, Xueqi Dang +7

Code2Que: A Tool for Improving Question Titles from Mined Code Snippets in Stack Overflow

Zhipeng Gao, Xin Xia, David Lo +2

Automatic Generation of Pull Request Descriptions

Zhongxin Liu, Xin Xia, Christoph Treude +2

Towards Better Comprehension of Breaking Changes in the NPM Ecosystem

Dezhen Kong, Jiakun Liu, Lingfeng Bao +1

Less is More: On the Importance of Data Quality for Unit Test Generation

Junwei Zhang, Xing Hu, Shan Gao +3

Virtualization-based Penetration Testing Study for Detecting Accessibility Abuse Vulnerabilities in Banking Apps in East and Southeast Asia

Wei Minn, Phong Phan, Vikas K. Malviya +6

Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses?

Yikun Li, Ngoc Tan Bui, Ting Zhang +16

Agent System Operations: Categorization, Challenges, and Future Directions

Zexin Wang, Changhua Pei, Yuanhao Liu +10

Fixseeker: An Empirical Driven Graph-based Approach for Detecting Silent Vulnerability Fixes in Open Source Software

Yiran Cheng, Ting Zhang, Lwin Khin Shar +6

CodeMatcher: Searching Code Based on Sequential Semantics of Important Query Words

Chao Liu, Xin Xia, David Lo +3

Revisiting Neuron Coverage Metrics and Quality of Deep Neural Networks

Zhou Yang, Jieke Shi, Muhammad Hilmi Asyrofi +1

Opportunities and Challenges in Code Search Tools

Chao Liu, Xin Xia, David Lo +3

BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets

Chen Gong, Zhou Yang, Yunpeng Bai +8

TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification

Yindu Su, Huike Zou, Lin Sun +7

GitHub and Stack Overflow: Analyzing Developer Interests Across Multiple Social Collaborative Platforms

Roy Ka-Wei Lee, David Lo

Characterization and Automatic Update of Deprecated Machine-Learning API Usages

Stefanus Agus Haryono, Ferdian Thung, David Lo +2

How do Machine Learning Models Change?

Joel Castaño, Rafael Cabañas, Antonio Salmerón +2

An Execution-Verified Multi-Language Benchmark for Code Semantic Reasoning

Yikun Li, Jinfeng Jiang, Ting Zhang +7

A Study of Variable-Role-based Feature Enrichment in Neural Models of Code

Aftab Hussain, Md Rafiqul Islam Rabin, Bowen Xu +2

PatchNet: A Tool for Deep Patch Classification

Thong Hoang, Julia Lawall, Richard J. Oentaryo +2

Let the Trial Begin: A Mock-Court Approach to Vulnerability Detection using LLM-Based Agents

Ratnadira Widyasari, Martin Weyssow, Ivana Clairine Irsan +6

Wisdom in Sum of Parts: Multi-Platform Activity Prediction in Social Collaborative Sites

Roy Ka-Wei Lee, David Lo

Duplicate Bug Report Detection: How Far Are We?

Ting Zhang, DongGyun Han, Venkatesh Vinayakarao +5

Invalidator: Automated Patch Correctness Assessment via Semantic and Syntactic Reasoning

Thanh Le-Cong, Duc-Minh Luong, Xuan Bach D. Le +4

Software Architecture in Practice: Challenges and Opportunities

Zhiyuan Wan, Yun Zhang, Xin Xia +2

BiasFinder: Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems

Muhammad Hilmi Asyrofi, Zhou Yang, Imam Nur Bani Yusuf +3

Large Language Models for Software Engineering: A Systematic Literature Review

Xinyi Hou, Yanjie Zhao, Yue Liu +7

PPT4J: Patch Presence Test for Java Binaries

Zhiyuan Pan, Xing Hu, Xin Xia +3

On the Diffusion of Test Smells in LLM-Generated Unit Tests

Wendkûuni C. Ouédraogo, Yinghua Li, Xueqi Dang +5

Mut4All: Fuzzing Compilers via LLM-Synthesized Mutators Learned from Bug Reports

Bo Wang, Pengyang Wang, Chong Chen +9

The Hidden Cost of Readability: How Code Formatting Silently Consumes Your LLM Budget

Dangfeng Pan, Zhensu Sun, Cenyuan Zhang +2

Smart Contract Repair

Xiao Liang Yu, Omar Al-Bataineh, David Lo +1

"Your AI, My Shell": Demystifying Prompt Injection Attacks on Agentic AI Coding Editors

Yue Liu, Yanjie Zhao, Yunbo Lyu +3

psc2code: Denoising Code Extraction from Programming Screencasts

Lingfeng Bao, Zhenchang Xing, Xin Xia +3

DexBERT: Effective, Task-Agnostic and Fine-grained Representation Learning of Android Bytecode

Tiezhu Sun, Kevin Allix, Kisub Kim +5

LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks

Xin Zhou, Martin Weyssow, Ratnadira Widyasari +7

Generating Question Titles for Stack Overflow from Mined Code Snippets

Zhipeng Gao, Xin Xia, John Grundy +2

Revisiting Vulnerability Patch Identification on Data in the Wild

Ivana Clairine Irsan, Ratnadira Widyasari, Ting Zhang +7

CUPID: Leveraging ChatGPT for More Accurate Duplicate Bug Report Detection

Ting Zhang, Ivana Clairine Irsan, Ferdian Thung +1

The Devil is in the Tails: How Long-Tailed Code Distributions Impact Large Language Models

Xin Zhou, Kisub Kim, Bowen Xu +3

Cataloguing Hugging Face Models to Software Engineering Activities: Automation and Findings

Alexandra González, Xavier Franch, David Lo +1

Bridging Bug Localization and Issue Fixing: A Hierarchical Localization Framework Leveraging Large Language Models

Jianming Chang, Xin Zhou, Lulu Wang +2

DEFECTCHECKER: Automated Smart Contract Defect Detection by Analyzing EVM Bytecode

Jiachi Chen, Xin Xia, David Lo +3

AndroEvolve: Automated Android API Update with Data Flow Analysis and Variable Denormalization

Stefanus A. Haryono, Ferdian Thung, David Lo +5

{A New Hope}: Contextual Privacy Policies for Mobile Applications and An Approach Toward Automated Generation

Shidong Pan, Zhen Tao, Thong Hoang +7

How Agentic AI Coding Assistants Become the Attacker's Shell

Yue Liu, Yanjie Zhao, Yunbo Lyu +3

Natural Attack for Pre-trained Models of Code

Zhou Yang, Jieke Shi, Junda He +1

From Code to Courtroom: LLMs as the New Software Judges

Junda He, Jieke Shi, Terry Yue Zhuo +5

ITSS: Interactive Web-Based Authoring and Playback Integrated Environment for Programming Tutorials

Eng Lieh Ouh, Benjamin Kok Siew Gan, David Lo

Demystifying Solana Bots: From GitHub Blueprints to On-Chain Fingerprints

Xiaoye Zheng, Yujing Chen, Minghao Wu +5

The paper empirically investigates Solana blockchain bots by analyzing 586 GitHub repositories and 200 on-chain bot addresses, creating a taxonomy of bot types and describing their…

Knowledge-Enhanced Agentic Vulnerability Repair

Sicong Cao, Hao Ma, Le Yu +8

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Terry Yue Zhuo, Minh Chien Vu, Jenny Chim +30

Tail-aware N-version Machine Learning Models for Reliable API Recommendation

Aoi Matsuda, Fumio Machida, David Lo

Detecting False Alarms from Automatic Static Analysis Tools: How Far are We?

Hong Jin Kang, Khai Loong Aw, David Lo

"Go Home Copilot, You're Drunk": Understanding Developer Responses to Agent-Generated Code Review Comments

Shamse Tasnim Cynthia, Ratnadira Widyasari, Banani Roy +2

Towards a Classification of Open-Source ML Models and Datasets for Software Engineering

Alexandra González, Xavier Franch, David Lo +1

Evaluating Pre-trained Language Models for Repairing API Misuses

Ting Zhang, Ivana Clairine Irsan, Ferdian Thung +3

Can Identifier Splitting Improve Open-Vocabulary Language Model of Code?

Jieke Shi, Zhou Yang, Junda He +2

Automated Inference of Software Library Usage Patterns

Mohamed Aymen Saied, Ali Ouni, Houari Sahraoui +3

SkipFuzz: Active Learning-based Input Selection for Fuzzing Deep Learning Libraries

Hong Jin Kang, Pattarakrit Rattanukul, Stefanus Agus Haryono +4

Mining Sandboxes for Linux Containers

Zhiyuan Wan, David Lo, Xin Xia +2

Regret-Based Defense in Adversarial Reinforcement Learning

Roman Belaire, Pradeep Varakantham, Thanh Nguyen +1

Static Inference Meets Deep Learning: A Hybrid Type Inference Approach for Python

Yun Peng, Cuiyun Gao, Zongjie Li +4

Zero-Shot Cross-Domain Code Search without Fine-Tuning

Keyu Liang, Zhongxin Liu, Chao Liu +3

Beyond Surface Similarity: Evaluating LLM-Based Test Refactorings with Structural and Semantic Awareness

Wendkûuni C. Ouédraogo, Yinghua Li, Xueqi Dang +5

Why Is My Transaction Risky? Understanding Smart Contract Semantics and Interactions in the NFT Ecosystem

Yujing Chen, Xuanming Liu, Zhiyuan Wan +4

Representation Learning for Stack Overflow Posts: How Far are We?

Junda He, Zhou Xin, Bowen Xu +6

Code Smells in Machine Learning Systems

Jiri Gesi, Siqi Liu, Jiawei Li +6

Multi-level Code Optimization via Mixture of Prompts

Yun Peng, Jun Wan, Jiakun Liu +3

A More Accurate Model for Finding Tutorial Segments Explaining APIs

He Jiang, Jingxuan Zhang, Xiaochen Li +2

ASDF: A Differential Testing Framework for Automatic Speech Recognition Systems

Daniel Hao Xian Yuen, Andrew Yong Chen Pang, Zhou Yang +3

VulCurator: A Vulnerability-Fixing Commit Detector

Truong Giang Nguyen, Thanh Le-Cong, Hong Jin Kang +2

To Run or Not to Run: Analyzing the Cost-Effectiveness of Code Execution in LLM-Based Program Repair

Zhihao Lin, Junhua Zhu, Mingyi Zhou +5

A Closer Look at the Security Risks in the Rust Ecosystem

Xiaoye Zheng, Zhiyuan Wan, Yun Zhang +2

Insecure Coding Preferences in Long-Term Memory: Security Risks for LLM-based Code Generation

Yuchen Chen, Wei Cheng, Yuan Xiao +7

VERCATION: Precise Vulnerable Open-source Software Version Identification based on Static Analysis and LLM

Yiran Cheng, Ting Zhang, Lwin Khin Shar +6

Sage: Leveraging ML to Diagnose Unpredictable Performance in Cloud Microservices

Yu Gan, Mingyu Liang, Sundar Dev +2

PTM4Tag: Sharpening Tag Recommendation of Stack Overflow Posts with Pre-trained Models

Junda He, Bowen Xu, Zhou Yang +3

Bridging Expert Knowledge with Deep Learning Techniques for Just-In-Time Defect Prediction

Xin Zhou, DongGyun Han, David Lo

On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code

Martin Weyssow, Xin Zhou, Kisub Kim +2

AutoPRTitle: A Tool for Automatic Pull Request Title Generation

Ivana Clairine Irsan, Ting Zhang, Ferdian Thung +2

IncBL: Incremental Bug Localization

Zhou Yang, Jieke Shi, Shaowei Wang +1

What You Trust Is Insecure: Demystifying How Developers (Mis)Use Trusted Execution Environments in Practice

Yuqing Niu, Jieke Shi, Ruidong Han +4

Compressing Pre-trained Models of Code into 3 MB

Jieke Shi, Zhou Yang, Bowen Xu +2

Demystifying Faulty Code with LLM: Step-by-Step Reasoning for Explainable Fault Localization

Ratnadira Widyasari, Jia Wei Ang, Truong Giang Nguyen +2

Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking

Zichong Wang, Yang Zhou, David Lo +1