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.

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

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

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

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

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

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

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

Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision by Luo, Xiangzhong, Liu, Di, Kong, Hao, Huai, Shuo, Chen, Hui, Xiong, Guochu, Liu, Weichen

CDRPE: A Combined Deep Learning and Self-Attention Enhanced Reinforcement Learning Framework for Automated Compact Model Parameter Extraction by Xiao, Gongteng, Leng, Jing, Shao, Yijia, Wu, Zhenhua, Xiong, Shisheng, Bi, Zhaori, Zeng, Xuan, Lu, Ye

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

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

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

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

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

Domain Adaptive Code Completion via Language Models and Decoupled Domain Databases by Tang, Ze, Ge, Jidong, Liu, Shangqing, Zhu, Tingwei, Xu, Tongtong, Huang, Liguo, Luo, Bin

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

A Bayesian Convolutional Neural Network Model with Uncertainty for Multi-label Text Classification on Mechanisms of Action (MoA) Prediction by Tong, Xuming, Zhao, Zhisheng, Liang, Junhua, Ding, Lihua, Jia, Caijun, Yuan, Yanhong