Papers
43 papers found
Archaeology at SemEval-2026 Task 13: Fine-Tuning Pre-Trained Code Models for AI-Generated Code Detection
Jany-Gabriel Ispas, Sergiu Nisioi
ASTraNet at SemEval-2026 Task 13: Not All Code Looks the Same: Multi-View Structural and Semantic Detection of Machine-Generated Code
Ruwad Naswan, Dipit Saha, Md. Kabir et al.
AICD Bench: A Challenging Benchmark for AI-Generated Code Detection
Daniil Orel, Dilshod Azizov, Indraneil Paul et al.
TeleAI at SemEval-2026 Task 13: Data-Centric Full-Parameter Fine-Tuning with Multi-Level Ensembling for Generated Code Detection
Shiquan Wang, Fang Yu, Shuangyong Song et al.
Dream at SemEval-2026 Task 13: SALSA for Single-Pass Machine-Generated Code Detection
Ruslan Berdichevsky, Shai Nahum-Gefen, Elad Ben-Zaken
UIT-AMMC at SemEval-2026 Task 13: Exploiting Structural Formatting Signatures for Robust AI-Generated Code Detection
Cuong Pham, Minh Nguyen, Minh Le et al.
YoungDSMLKZ at SemEval-2026 Task 13: MIL-UniXcoder with Meta-Stacking and Handcrafted Features for AI-Generated Code Detection
Yeraly Gainulla, Agzam Shamsadinov
TransformerTrio at SemEval-2026 Task 13: Navigating Domain Shift and Representation Instability in Machine-Generated Code Detection
Avi Patel, Manthan Laddha, Pushti Sapovadiya et al.
Stylometry at SemEval-2026 Task 13: Clustered Stylometric Modeling for Machine-Generated Code Detection
Sruthi Santhanam, Parthib Sarkar, Yashvardhan Sharma
COODetect at SemEval-2026 Task 13: Unsupervised Latent Domain Adaptation for Out-of-Distribution AI Code Detection
Aldan Creo, Atharv Nair, Mohana Ravikumar et al.
YNU-HPCC at SemEval-2026 Task 13: Robust Machine-Generated Code Detection under Distribution Shifts
Lixian Xing, Jin Wang, Xuejie Zhang
Pixel Phantoms at SemEval-2026 Task 13: Exploring Classical and Neural Approaches for AI-Generated Code Detection
Jithu Morrison S, Janani Hariharakrishnan, Angel Deborah S et al.
Team Yuvan at SemEval-2026 Task 13: Task-Adaptive Ensemble Strategies for AI-Generated Code Detection
Yuvan Ramesh, Tongtong Wu
MedHastra at SemEval-2026 Task 13: Stylometric Ensembles and Transformer Fine-Tuning for Robust AI Code Detection, Attribution, and Adversarial Analysis
Shruti Chandrasekar, Vedajanaani R S, Vijayalakshmi P
MindFlayer at SemEval-2026 Task 13:LACR-ENS: Calibration-Aware Ensemble Routing for Cross-Language AI-Generated Code Detection
Jerin Romijah Tuli, Talukder Naemul Hasan Naem, Md. Sartaj Alam Pritom
MIUN BiasPatrol at SemEval-2026 Task 13: Why TF-IDF can Beat Transformers for OOD Code Detection
Loviza Sahlen, Thomas Springfeldt, Mehwish Fatima et al.
Osint at SemEval-2026 Task 13: A Distribution-Aware Framework for Machine-Generated Code Detection and Multi-Source Authorship Attribution
Shifali Agrahari, Abhishek Anand, Shubham Kannaujiya et al.
LC3: Long Cross-Language Code Clone Detection Enhanced by Opcode Sequences and Affinity Aggregation
Xilin Lan, Huan Zhang, Yang Yang et al.
MulVul: Retrieval-augmented Multi-Agent Code Vulnerability Detection via Cross-Model Prompt Evolution
Zihan Wu, Jie Xu, Yun Peng et al.
Selective Knowledge Distillation: Fusing LLM Semantic Strengths with DNN Efficiency for Binary Code Similarity Detection
Shize Zhou, Peiyu Liu, Lirong Fu et al.