A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation. - Hong Jin Kang; Tao Chen 008; Muthu Kumar Chandrasekaran; Min-Yen Kan (NLP-TEA@COLING, 2016)

Semantic Patches for Java Program Transformation (Experience Report). - Hong Jin Kang; Ferdian Thung; Julia Lawall; Gilles Muller; Lingxiao Jiang; David Lo 001 (ECOOP, 2019)

Towards Generating Transformation Rules without Examples for Android API Replacement. - Ferdian Thung; Hong Jin Kang; Lingxiao Jiang; David Lo 001 (ICSME, 2019)

Assessing the Generalizability of Code2vec Token Embeddings. - Hong Jin Kang; Tegawendé F. Bissyandé; David Lo 001 (ASE, 2019)

Semantic Patches for Java Program Transformation (Artifact). - Hong Jin Kang; Ferdian Thung; Julia Lawall; Gilles Muller; Lingxiao Jiang; David Lo 001 (Dagstuhl Artifacts Ser., 2019)

CC2Vec: distributed representations of code changes. - Thong Hoang; Hong Jin Kang; David Lo 001; Julia Lawall (ICSE, 2020)

Automatic Android Deprecated-API Usage Update by Learning from Single Updated Example. - Stefanus A. Haryono; Ferdian Thung; Hong Jin Kang; Lucas Serrano; Gilles Muller; Julia Lawall; David Lo 001; Lingxiao Jiang (ICPC, 2020)

BugsInPy: a database of existing bugs in Python programs to enable controlled testing and debugging studies. - Ratnadira Widyasari; Sheng Qin Sim; Camellia Lok; Haodi Qi; Jack Phan; Qijin Tay; Constance Tan; Fiona Wee; Jodie Ethelda Tan; Yuheng Yieh; Brian Goh; Ferdian Thung; et al. (ESEC/SIGSOFT FSE, 2020)

AndroEvolve: Automated Update for Android Deprecated-API Usages. - Stefanus A. Haryono; Ferdian Thung; David Lo 001; Lingxiao Jiang; Julia Lawall; Hong Jin Kang; Lucas Serrano; Gilles Muller (ICSE (Companion Volume), 2021)

IoTBox: Sandbox Mining to Prevent Interaction Threats in IoT Systems. - Hong Jin Kang; Sheng Qin Sim; David Lo 001 (ICST, 2021)

Adversarial Specification Mining. - Hong Jin Kang; David Lo 001 (ACM Trans. Softw. Eng. Methodol., 2021)

Detecting False Alarms from Automatic Static Analysis Tools: How Far are We? - Hong Jin Kang; Khai Loong Aw; David Lo 001 (ICSE, 2022)

Test mimicry to assess the exploitability of library vulnerabilities. - Hong Jin Kang; Truong Giang Nguyen; Bach Le 001; Corina S. Pasareanu; David Lo 001 (ISSTA, 2022)

Automated identification of libraries from vulnerability data: can we do better? - Stefanus A. Haryono; Hong Jin Kang; Abhishek Sharma 002; Asankhaya Sharma; Andrew E. Santosa; Ming Yi Ang; David Lo 001 (ICPC, 2022)

Compressing Pre-trained Models of Code into 3 MB. - Jieke Shi; Zhou Yang 003; Bowen Xu; Hong Jin Kang; David Lo 001 (ASE, 2022)

AutoPruner: transformer-based call graph pruning. - Thanh Le-Cong; Hong Jin Kang; Truong Giang Nguyen; Stefanus Agus Haryono; David Lo 001; Xuan-Bach Dinh Le 001; Huynh Quyet Thang (ESEC/SIGSOFT FSE, 2022)

VulCurator: a vulnerability-fixing commit detector. - Truong Giang Nguyen; Thanh Le-Cong; Hong Jin Kang; Xuan-Bach Dinh Le 001; David Lo 001 (ESEC/SIGSOFT FSE, 2022)

HERMES: Using Commit-Issue Linking to Detect Vulnerability-Fixing Commits. - Giang Nguyen-Truong; Hong Jin Kang; David Lo 001; Abhishek Sharma 002; Andrew E. Santosa; Asankhaya Sharma; Ming Yi Ang (SANER, 2022)

How to Find Actionable Static Analysis Warnings. - Rahul Yedida; Hong Jin Kang; Huy Tu; Xueqi Yang; David Lo 001; Tim Menzies (CoRR, 2022)

SkipFuzz: Active Learning-based Input Selection for Fuzzing Deep Learning Libraries. - Hong Jin Kang; Pattarakrit Rattanukul; Stefanus Agus Haryono; Truong Giang Nguyen; Chaiyong Ragkhitwetsagul; Corina S. Pasareanu; David Lo 001 (CoRR, 2022)

AndroEvolve: automated Android API update with data flow analysis and variable denormalization. - Stefanus A. Haryono; Ferdian Thung; David Lo 001; Lingxiao Jiang; Julia Lawall; Hong Jin Kang; Lucas Serrano; Gilles Muller (Empir. Softw. Eng., 2022)

BiasFinder: Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems. - Muhammad Hilmi Asyrofi; Zhou Yang 003; Imam Nur Bani Yusuf; Hong Jin Kang; Ferdian Thung; David Lo 001 (IEEE Trans. Software Eng., 2022)

Active Learning of Discriminative Subgraph Patterns for API Misuse Detection. - Hong Jin Kang; David Lo 001 (IEEE Trans. Software Eng., 2022)

CHRONOS: Time-Aware Zero-Shot Identification of Libraries from Vulnerability Reports. - Yunbo Lyu; Thanh Le-Cong; Hong Jin Kang; Ratnadira Widyasari; Zhipeng Zhao; Xuan-Bach Dinh Le 001; Ming Li 005; David Lo 001 (ICSE, 2023)

Topic Recommendation for GitHub Repositories: How Far Can Extreme Multi-Label Learning Go? - Ratnadira Widyasari; Zhipeng Zhao; Thanh Le-Cong; Hong Jin Kang; David Lo 001 (SANER, 2023)

Towards Smaller, Faster, and Greener Language Models of Code. - Jieke Shi; Zhou Yang 003; Hong Jin Kang; Bowen Xu; Junda He; David Lo 001 (CoRR, 2023)

How to Find Actionable Static Analysis Warnings: A Case Study With FindBugs. - Rahul Yedida; Hong Jin Kang; Huy Tu; Xueqi Yang; David Lo 001; Tim Menzies (IEEE Trans. Software Eng., 2023)

Multi-Granularity Detector for Vulnerability Fixes. - Truong Giang Nguyen; Thanh Le-Cong; Hong Jin Kang; Ratnadira Widyasari; Chengran Yang; Zhipeng Zhao; Bowen Xu; Jiayuan Zhou; Xin Xia 001; Ahmed E. Hassan; Xuan-Bach Dinh Le 001; David Lo 001 (IEEE Trans. Software Eng., 2023)

Scaling Code Pattern Inference with Interactive What-If Analysis. - Hong Jin Kang; Kevin Wang; Miryung Kim (ICSE, 2024)

Greening Large Language Models of Code. - Jieke Shi; Zhou Yang 003; Hong Jin Kang; Bowen Xu; Junda He; David Lo 001 (ICSE (SEIS), 2024)

Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. - Hong Jin Kang; Fabrice Harel-Canada; Muhammad Ali Gulzar; Nanyun Peng 001; Miryung Kim (NAACL-HLT (Findings), 2024)

Fuzzing MLIR by Synthesizing Custom Mutations. - Ben Limpanukorn; Jiyuan Wang; Hong Jin Kang; Eric Zitong Zhou; Miryung Kim (CoRR, 2024)

Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. - Hong Jin Kang; Fabrice Harel-Canada; Muhammad Ali Gulzar; Violet Peng; Miryung Kim (CoRR, 2024)

JavaVFC: Java Vulnerability Fixing Commits from Open-source Software. - Tan Bui; Yan Naing Tun; Yiran Cheng; Ivana Clairine Irsan; Ting Zhang 011; Hong Jin Kang (CoRR, 2024)

CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics. - Yikun Li; Ting Zhang 011; Ratnadira Widyasari; Yan Naing Tun; Huu Hung Nguyen; Tan Bui; Ivana Clairine Irsan; Yiran Cheng; Xiang Lan; Han Wei Ang; Frank Liauw; Martin Weyssow; et al. (CoRR, 2024)

ACECode: A Reinforcement Learning Framework for Aligning Code Efficiency and Correctness in Code Language Models. - Chengran Yang; Hong Jin Kang; Jieke Shi; David Lo 001 (CoRR, 2024)

Stealthy Backdoor Attack for Code Models. - Zhou Yang 003; Bowen Xu; Jie M. Zhang; Hong Jin Kang; Jieke Shi; Junda He; David Lo 001 (IEEE Trans. Software Eng., 2024)

Surveying neuro-symbolic approaches for reliable artificial intelligence of things. - Zhen Lu; Imran Afridi; Hong Jin Kang; Ivan Ruchkin; Xi Zheng 001 (J. Reliab. Intell. Environ., 2024)

Evaluating SZZ Implementations: An Empirical Study on the Linux Kernel. - Yunbo Lyu; Hong Jin Kang; Ratnadira Widyasari; Julia Lawall; David Lo 001 (IEEE Trans. Software Eng., 2024)

SEA4DQ 2024 Workshop Summary. - Tim Menzies; Bowen Xu; Hong Jin Kang; Jie M. Zhang; Jiri Gesi; Sagar Sen; Beatriz Cassoli; Nicolas Jourdan 001; Jieke Shi; Phu Hong Nguyen; Valentina Golendukhina (ACM SIGSOFT Softw. Eng. Notes, 2024)

Fuzzing MLIR Compilers with Custom Mutation Synthesis. - Ben Limpanukorn; Jiyuan Wang; Hong Jin Kang; Eric Zitong Zhou; Miryung Kim (ICSE, 2025)

Grey-Box Fuzzing in Constrained Ultra-Large Systems: Lessons for SE Community. - Jiazhao Yu; Yanlun Tu; Zhanlei Zhang; Tiehua Zhang; Cheng Xu; Weigang Wu; Hong Jin Kang; Xi Zheng 001 (SIGSOFT FSE Companion, 2025)

DuoReduce: Bug Isolation for Multi-layer Extensible Compilation. - Jiyuan Wang; Yuxin Qiu; Ben Limpanukorn; Hong Jin Kang; Qian Zhang 020; Miryung Kim (Proc. ACM Softw. Eng., 2025)

Towards Reliable LLM-Driven Fuzz Testing: Vision and Road Ahead. - Yiran Cheng; Hong Jin Kang; Lwin Khin Shar; Chaopeng Dong; Zhiqiang Shi; Shichao Lv; Limin Sun 001 (CoRR, 2025)

Benchmarking Large Language Models for Multi-Language Software Vulnerability Detection. - Ting Zhang 011; Chengran Yang; Yindu Su; Martin Weyssow; Huu Hung Nguyen; Tan Bui; Hong Jin Kang; Yikun Li; Eng Lieh Ouh; Lwin Khin Shar; David Lo 001 (CoRR, 2025)

Think Like Human Developers: Harnessing Community Knowledge for Structured Code Reasoning. - Chengran Yang; Zhensu Sun; Hong Jin Kang; Jieke Shi; David Lo 001 (CoRR, 2025)

Let the Trial Begin: A Mock-Court Approach to Vulnerability Detection using LLM-Based Agents. - Ratnadira Widyasari; Martin Weyssow; Ivana Clairine Irsan; Han Wei Ang; Frank Liauw; Eng Lieh Ouh; Lwin Khin Shar; Hong Jin Kang; David Lo 001 (CoRR, 2025)

Mapping NVD Records to Their VFCs: How Hard is it? - Huu Hung Nguyen; Duc-Manh Tran; Yiran Cheng; Thanh Le-Cong; Hong Jin Kang; Ratnadira Widyasari; Lwin Khin Shar; Ouh Eng Lieh; Ting Zhang 011; David Lo 001 (CoRR, 2025)

Back to the Basics: Rethinking Issue-Commit Linking with LLM-Assisted Retrieval. - Huihui Huang; Ratnadira Widyasari; Ting Zhang 011; Ivana Clairine Irsan; Jieke Shi; Han Wei Ang; Frank Liauw; Eng Lieh Ouh; Lwin Khin Shar; Hong Jin Kang; David Lo 001 (CoRR, 2025)

From Noise to Knowledge: Interactive Summaries for Developer Alerts. - Burak Yetistiren; Hong Jin Kang; Miryung Kim (CoRR, 2025)

TraceLens: Question-Driven Debugging for Taint Flow Understanding. - Burak Yetistiren; Hong Jin Kang; Miryung Kim (CoRR, 2025)