A Low-Bitwidth Integer-STBP Algorithm for Efficient Training and Inference of Spiking Neural Networks by Tan, Pai-Yu, Wu, Cheng-Wen

Get full text

Signed Convolution in Photonics with Phase-Change Materials using Mixed-Polarity Bitstreams by Cardoso, Raphael, Zrounba, Clement, Abdalla, Mohab, Jimenez, Paul, Queiroz, Mauricio Gomes de, Charbonnier, Benoit, Pavanello, Fabio, O'Connor, Ian, Beux, Sebastien Le

Logic Design of Neural Networks for High-Throughput and Low-Power Applications by Xu, Kangwei, Zhang, Grace Li, Schlichtmann, Ulf, Li, Bing

A Hybrid Transfer Learning Approach to Migratable Disaster Assessment in Social Media Sensing by Zhang, Yang, Zong, Ruohan, Wang, Dong

Artifact: Reducing DNN Properties to Enable Falsification with Adversarial Attacks by Shriver, David, Elbaum, Sebastian, Dwyer, Matthew

Get full text

Summary of the 1st Interpretability and Robustness in Neural Software Engineering (InteNSE 2023) by Jabbarvand, Reyhaneh, Tizpaz-Niari, Saeid, Barr, Earl T., Chandra, Satish

Artificial Neural Network Simulation on CUDA by Pendlebury, J., Huanhuan Xiong, Walshe, R.

SEA4DQ 2024 Workshop Summary by Menzies, Tim, Xu, Bowen, Jin Kang, Hong, Zhang, Jie M., Gesi, Jiri, Sen, Sagar, Cassoli, Beatriz, Jourdan, Nicolas, Shi, Jieke, Nguyen, Phu, Golendukhina, Valentina

Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue by Amrouch, Hussam, Genssler, Paul R., Imani, Mohsen, Issa, Mariam, Jiao, Xun, Mohammad, Wegdan, Sepanta, Gloria, Wang, Ruixuan

Get full text

RCFG2Vec: Considering Long-Distance Dependency for Binary Code Similarity Detection by Li, Weilong, Lu, Jintian, Xiao, Ruizhi, Shao, Pengfei, Jin, Shuyuan

Safety and Robustness for Deep Learning with Provable Guarantees by Kwiatkowska, Marta

Node, motif and subgraph: leveraging network functional blocks through structural convolution by Yang, Carl, Liu, Mengxiong, Zheng, Vincent W., Han, Jiawei

Get full text

Testing DNN Image Classifiers for Confusion & Bias Errors by Tian, Yuchi, Zhong, Ziyuan, Ordonez, Vicente, Kaiser, Gail, Ray, Baishakhi

Detecting Fake News Spreaders in Social Networks using Inductive Representation Learning by Rath, Bhavtosh, Salecha, Aadesh, Srivastava, Jaideep

Impersonation on Social Media: A Deep Neural Approach to Identify Ingenuine Content by Zarei, Koosha, Farahbakhsh, Reza, Crespi, Noel, Tyson, Gareth

Learning Graphs from Noisy Epidemic Cascades by Hoffmann, Jessica, Caramanis, Constantine

PrivQuant: Communication-Efficient Private Inference with Quantized Network/Protocol Co-Optimization by Xu, Tianshi, Zhong, Shuzhang, Zeng, Wenxuan, Wang, Runsheng, Li, Meng

Flexhe: a Flexible Kernel Generation Framework for Homomorphic Encryption-Based Private Inference by Yu, Jiangrui, Zeng, Wenxuan, Xu, Tianshi, Chen, Renze, Liang, Yun, Wang, Runsheng, Huang, Ru, Li, Meng

Shortest path distance approximation using deep learning techniques by Rizi, Fatemeh Salehi, Schloetterer, Joerg, Granitzer, Michael

Get full text

Predicting developers' IDE commands with machine learning by Bulmer, Tyson, Montgomery, Lloyd, Damian, Daniela