AI and Discrimination: Sources of Algorithmic Biases by Moussawi, Sara, Deng, Xuefei (Nancy), Joshi, K. D.

UniGenCoder: Merging SEQ2SEQ and SEQ2TREE Paradigms for Unified Code Generation by Shao, Liangying, Yan, Yanfu, Poshyvanyk, Denys, Su, Jinsong

ORL-LO: Offline Reinforcement Learning for Pretraining and Finetuning in Logic Optimization by Dong, Guande, Cheng, Hongtao, Zhai, Jianwang, Yang, Xiao, Shi, Chuan, Zhao, Kang

Code Difference Guided Adversarial Example Generation for Deep Code Models by Tian, Zhao, Chen, Junjie, Jin, Zhi

Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software by Chen, Zhenpeng, Li, Xinyue, Zhang, Jie M., Sarro, Federica, Liu, Yang

Introduction to the Special Issue on Explainable AI in Evolutionary Computation—Part 2 by Bacardit, Jaume, Brownlee, Alexander, Cagnoni, Stefano, Iacca, Giovanni, McCall, John, Walker, David

Making Fair ML Software using Trustworthy Explanation by Chakraborty, Joymallya, Peng, Kewen, Menzies, Tim

ME-NAS: A Micro Expression Feature Adaptive Neural Architecture Search by Verma, Monu, Vipparthi, Santosh Kumar, Murala, Subrahmanyam, Abdel-Mottaleb, Mohamed

QEDCartographer: Automating Formal Verification Using Reward-Free Reinforcement Learning by Sanchez-Stern, Alex, Varghese, Abhishek, Kaufman, Zhanna, Zhang, Dylan, Ringer, Talia, Brun, Yuriy

Transformer Model Embedding Dual Stream for Modulation Classification of Short Signal Samples by Dao, Thien-Thanh, Pham, Quoc-Viet, Huynh-The, Thien, Hwang, Won-Joo

Finding Ethereum Smart Contracts Security Issues by Comparing History Versions by Chen, Jiachi

RLCoder: Reinforcement Learning for Repository-Level Code Completion by Wang, Yanlin, Wang, Yanli, Guo, Daya, Chen, Jiachi, Zhang, Ruikai, Ma, Yuchi, Zheng, Zibin

MAGIKA: AI-Powered Content-Type Detection by Fratantonio, Yanick, Invernizzi, Luca, Farah, Loua, Thomas, Kurt, Zhang, Marina, Albertini, Ange, Galilee, Francois, Metitieri, Giancarlo, Cretin, Julien, Petit-Bianco, Alex, Tao, David, Bursztein, Elie

The Devil is in the Tails: How Long-Tailed Code Distributions Impact Large Language Models by Zhout, Xin, Kim, Kisub, Xu, Bowen, Liu, Jiakun, Han, DongGyun, Lo, David

GARL: Genetic Algorithm-Augmented Reinforcement Learning to Detect Violations in Marker-Based Autonomous Landing Systems by Liang, Linfeng, Deng, Yao, Morton, Kye, Kallinen, Valtteri, James, Alice, Seth, Avishkar, Kuantama, Endrowednes, Mukhopadhyay, Subhas, Han, Richard, Zheng, Xi

Intermediary Output Caching for Diffusion Model-Based Text-to-Image GenAI Services in Edge Computing Networks by Li, Yuxin, Nie, Jiangtian, Li, Shaobo, Jin, Kebing, Tang, Jianhang, Zhang, Yang, Niyato, Dusit

Iterative Generation of Adversarial Example for Deep Code Models by Huang, Li, Sun, Weifeng, Yan, Meng

Editorial: Embracing the Empirical with the New PL Experiments Track by Wickerson, John

Training-Free Consistent Text-to-Image Generation by Tewel, Yoad, Kaduri, Omri, Gal, Rinon, Kasten, Yoni, Wolf, Lior, Chechik, Gal, Atzmon, Yuval

On-the-fly Improving Performance of Deep Code Models via Input Denoising by Tian, Zhao, Chen, Junjie, Zhang, Xiangyu