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

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

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

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

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

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

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

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

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

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

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

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

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

Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks by Basso-Bert, Yanis, Molnos, Anca, Lemaire, Romain, Guicquero, William, Dupret, Antoine

Search-Based LLMs for Code Optimization by Gao, Shuzheng, Gao, Cuiyun, Gu, Wenchao, Lyu, Michael R.

A Novel Approach for Distinguishing Human and AI-Generated Texts by Abdulhamed, Ahmed, Ranjan, Prabhat, Xiong, Shengwu

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

Adaptive Preferences: Pivoting Through User Complaints by Zhang, Mingyue, Li, Jialong, Li, Nianyu, Kang, Eunsuk, Tei, Kenji

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

A Closer Look at Different Difficulty Levels Code Generation Abilities of ChatGPT by Yan, Dapeng, Gao, Zhipeng, Liu, Zhiming