Martin Weyssow

31 papers A* 2A 2Journal 23Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences. ACM Trans. Softw. Eng. Methodol. Martin Weyssow, Aton Kamanda, Xin Zhou, Houari A. Sahraoui
2026	J	`jnl`	Syntactic multilingual probing of pre-trained language models of code. J. Syst. Softw. José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
2025	—	`conf`	A Functional Software Reference Architecture for LLM-Integrated Systems. ICSA Companion Alessio Bucaioni, Martin Weyssow, Junda He, Yunbo Lyu, David Lo
2025	J	`jnl`	A Functional Software Reference Architecture for LLM-Integrated Systems. CoRR Alessio Bucaioni, Martin Weyssow, Junda He, Yunbo Lyu, David Lo
2025	J	`jnl`	An LLM-as-Judge Metric for Bridging the Gap with Human Evaluation in SE Tasks. CoRR Xin Zhou, Kisub Kim, Ting Zhang, Martin Weyssow, Luís F. Gomes, Guang Yang, David Lo
2025	J	`jnl`	Artificial Intelligence for Software Architecture: Literature Review and the Road Ahead. CoRR Alessio Bucaioni, Martin Weyssow, Junda He, Yunbo Lyu, David Lo
2025	J	`jnl`	Benchmarking Large Language Models for Multi-Language Software Vulnerability Detection. CoRR Ting Zhang, Chengran Yang, Yindu Su, Martin Weyssow, Huu Hung Nguyen, Tan Bui, Hong Jin Kang, Yikun Li, Eng Lieh Ouh, Lwin Khin Shar, David Lo
2025	J	`jnl`	Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models. ACM Trans. Softw. Eng. Methodol. Martin Weyssow, Xin Zhou, Kisub Kim, David Lo, Houari A. Sahraoui
2025	A	`conf`	Harnessing Large Language Models for Curated Code Reviews. MSR Oussama Ben Sghaier, Martin Weyssow, Houari A. Sahraoui
2025	J	`jnl`	Harnessing Large Language Models for Curated Code Reviews. CoRR Oussama Ben Sghaier, Martin Weyssow, Houari A. Sahraoui
2025	J	`jnl`	LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks. CoRR Xin Zhou, Martin Weyssow, Ratnadira Widyasari, Ting Zhang, Junda He, Yunbo Lyu, Jianming Chang, Beiqi Zhang, Dan Huang, David Lo
2025	J	`jnl`	Let the Trial Begin: A Mock-Court Approach to Vulnerability Detection using LLM-Based Agents. CoRR Ratnadira Widyasari, Martin Weyssow, Ivana Clairine Irsan, Han Wei Ang, Frank Liauw, Eng Lieh Ouh, Lwin Khin Shar, Hong Jin Kang, David Lo
2025	J	`jnl`	Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses? CoRR Yikun Li, Ngoc Tan Bui, Ting Zhang, Martin Weyssow, Chengran Yang, Xin Zhou, Jinfeng Jiang, Junkai Chen, Huihui Huang, Huu Hung Nguyen, Chiok Yew Ho, Jie Tang, Ruiyin Li, Yide Yin, Han Wei Ang, Frank Liauw, Eng Lieh Ouh, Lwin Khin Shar, David Lo
2025	J	`jnl`	R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation. CoRR Martin Weyssow, Chengran Yang, Junkai Chen, Yikun Li, Huihui Huang, Ratnadira Widyasari, Han Wei Ang, Frank Liauw, Eng Lieh Ouh, Lwin Khin Shar, David Lo
2025	A*	`conf`	SE-Jury: An LLM-as-Ensemble-Judge Metric for Narrowing the Gap with Human Evaluation in SE. ASE Xin Zhou, Kisub Kim, Ting Zhang, Martin Weyssow, Luís F. Gomes, Guang Yang, Kui Liu, Xin Xia, David Lo
2024	J	`jnl`	CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics. CoRR Yikun Li, Ting Zhang, Ratnadira Widyasari, Yan Naing Tun, Huu Hung Nguyen, Tan Bui, Ivana Clairine Irsan, Yiran Cheng, Xiang Lan, Han Wei Ang, Frank Liauw, Martin Weyssow, Hong Jin Kang, Eng Lieh Ouh, Lwin Khin Shar, David Lo
2024	A	`conf`	CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code. MSR Martin Weyssow, Claudio Di Sipio, Davide Di Ruscio, Houari A. Sahraoui
2024	J	`jnl`	CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences. CoRR Martin Weyssow, Aton Kamanda, Houari A. Sahraoui
2023	J	`jnl`	CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code. CoRR Martin Weyssow, Claudio Di Sipio, Davide Di Ruscio, Houari A. Sahraoui
2023	J	`jnl`	Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models. CoRR Martin Weyssow, Xin Zhou, Kisub Kim, David Lo, Houari A. Sahraoui
2023	—	`conf`	On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code. ESEC/SIGSOFT FSE Martin Weyssow, Xin Zhou, Kisub Kim, David Lo, Houari A. Sahraoui
2023	J	`jnl`	On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code. CoRR Martin Weyssow, Xin Zhou, Kisub Kim, David Lo, Houari A. Sahraoui
2022	A*	`conf`	AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models. ASE José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
2022	J	`jnl`	AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models. CoRR José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
2022	—	`conf`	Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning. ICSE (NIER) Martin Weyssow, Houari A. Sahraoui, Bang Liu
2022	J	`jnl`	Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning. CoRR Martin Weyssow, Houari A. Sahraoui, Bang Liu
2022	J	`jnl`	Recommending metamodel concepts during modeling activities with pre-trained language models. Softw. Syst. Model. Martin Weyssow, Houari A. Sahraoui, Eugene Syriani
2021	J	`jnl`	Recommending Metamodel Concepts during Modeling Activities with Pre-Trained Language Models. CoRR Martin Weyssow, Houari A. Sahraoui, Eugene Syriani
2020	J	`jnl`	Function completion in the time of massive data: A code embedding perspective. CoRR Martin Weyssow, Houari A. Sahraoui, Benoît Vanderose, Benoît Frénay
2020	J	`jnl`	Opportunities in intelligent modeling assistance. Softw. Syst. Model. Gunter Mussbacher, Benoît Combemale, Jörg Kienzle, Silvia Abrahão, Hyacinth Ali, Nelly Bencomo, Márton Búr, Loli Burgueño, Gregor Engels, Pierre Jeanjean, Jean-Marc Jézéquel, Thomas Kühn, Sébastien Mosser, Houari A. Sahraoui, Eugene Syriani, Dániel Varró, Martin Weyssow
2020	—	`conf`	Towards an assessment grid for intelligent modeling assistance. MoDELS (Companion) Gunter Mussbacher, Benoît Combemale, Silvia Abrahão, Nelly Bencomo, Loli Burgueño, Gregor Engels, Jörg Kienzle, Thomas Kühn, Sébastien Mosser, Houari A. Sahraoui, Martin Weyssow