TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-casesby Thibault Simonetto, Salah Ghamizi,…
All-around Neural Collapse for Imbalanced Classificationby Enhao Zhang, Chaohua Li, Chuanxing Geng, Songcan ChenFirst submitted…
BiLSTM and Attention-Based Modulation Classification of Realistic Wireless Signalsby Rohit Udaiwal, Nayan Baishya, Yash Gupta,…
Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusionby Peiyuan Chen, Zecheng Zhang,…
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphsby Dongyuan Li, Shiyin Tan, Ying Zhang, Ming…
Persistence kernels for classification: A comparative studyby Cinzia Bandiziol, Stefano De MarchiFirst submitted to arxiv…
Node Level Graph Autoencoder: Unified Pretraining for Textual Graph Learningby Wenbin Hu, Huihao Jing, Qi…
RW-NSGCN: A Robust Approach to Structural Attacks via Negative Samplingby Shuqi He, Jun Zhuang, Ding…
Enhancing Multiview Synergy: Robust Learning by Exploiting the Wave Loss Function with Consensus and Complementarity…
BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuningby Yuyang Xue, Junyu Yan, Raman Dutt, Fasih…