Attacks and Defenses for Large Language Models on Coding Tasks by Zhang, Chi, Wang, Zifan, Zhao, Ruoshi, Mangal, Ravi, Fredrikson, Matt, Jia, Limin, Pasareanu, Corina S.

LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences by Fu, Zhenxiao, Chen, Fan, Zhou, Shan, Li, Haitong, Jiang, Lei

Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness by Sun, Weisong, Chen, Yuchen, Yuan, Mengzhe, Fang, Chunrong, Chen, Zhenpeng, Wang, Chong, Liu, Yang, Xu, Baowen, Chen, Zhenyu

ObfuNAS: A Neural Architecture Search-based DNN Obfuscation Approach by Zhou, Tong, Ren, Shaolei, Xu, Xiaolin

Fast and Reliable Program Synthesis via User Interaction by Chen, Yanju, Wang, Chenglong, Wang, Xinyu, Bastani, Osbert, Feng, Yu

BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks by Xiao, Yisong, Liu, Aishan, Zhang, Xinwei, Zhang, Tianyuan, Li, Tianlin, Liang, Siyuan, Liu, Xianglong, Liu, Yang, Tao, Dacheng

A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models by Zhou, Qilin, Wei, Zhengyuan, Wang, Haipeng, Chan, W.K.

Hardware-Aware Machine Learning: Modeling and Optimization by Marculescu, Diana, Stamoulis, Dimitrios, Cai, Ermao

Pursuing Social Good: An Overview of Short- and Long-Term Fairness in Classification by Metevier, Blossom

Learning to Cut Generation in Branch-and-Cut Algorithms for Combinatorial Optimization by Vo, Trang, Baiou, Mourad, Nguyen, Viet Hung, Weng, Paul

On the Automation of Code Review Tasks Through Cross-Task Knowledge Distillation by Sghaier, Oussama Ben

Computation Reuse in DNNs by Exploiting Input Similarity by Riera, Marc, Arnau, Jose-Maria, Gonzalez, Antonio

Reinforcement Learning and DEAR Framework for Solving the Qubit Mapping Problem by Huang, Ching-Yao, Lien, Chi-Hsiang, Mak, Wai-Kei

Occlusion Boundary Prediction and Transformer Based Depth-Map Refinement From Single Image by Hambarde, Praful, Wadhwa, Gourav, Vipparthi, Santosh Kumar, Murala, Subrahmanyam, Dhall, Abhinav

Encoding, Model, and Architecture: Systematic Optimization for Spiking Neural Network in FPGAs by Fang, Haowen, Mei, Zaidao, Shrestha, Amar, Zhao, Ziyi, Li, Yilan, Qiu, Qinru

Decidability of Graph Neural Networks via Logical Characterizations by Benedikt, Michael, Lu, Chia-Hsuan, Tan, Tony

Fuzzified Deep Learning based Forgery Detection of Signatures in the Healthcare Mission Records by Priya, Ishu, Chaurasia, Nisha, Singh, Ashutosh Kumar, Mehta, Nakul, Kilak, Abhishek Singh, Alkhayyat, Ahmed

LineVul: A Transformer-based Line-Level Vulnerability Prediction by Fu, Michael, Tantithamthavorn, Chakkrit

Optimizing Veterinary Language Modeling with Mamba Architecture for Long-Sequence Efficiency by Ramisetty, Lakshmi Priya, Zhang, Youshan

Revolutionizing Healthcare: NLP, Deep Learning, and WSN Solutions for Managing the COVID-19 Crisis by P., Ajay, B., Nagaraj, Kumar, R. Arun