3 papers
cs.SE2026
FastFI: Enhancing API Call-Site Robustness in Microservice-Based Systems with Fault Injection
Yuzhen Tan, Jian Wang, Shuaiyu Xie +4
Fault injection is a key technique for assessing software reliability, enabling proactive detection of system defects before they manifest in production. However, the increasing co…
cs.CL2025
LLM as Attention-Informed NTM and Topic Modeling as long-input Generation: Interpretability and long-Context Capability
Xuan Xu, Zhongliang Yang, Haolun Li +5
Topic modeling aims to produce interpretable topic representations and topic--document correspondences from corpora, but classical neural topic models (NTMs) remain constrained by…
cs.LG2025
HyperSAT: Unsupervised Hypergraph Neural Networks for Weighted MaxSAT Problems
Qiyue Chen, Shaolin Tan, Suixiang Gao +1
Graph neural networks (GNNs) have shown promising performance in solving both Boolean satisfiability (SAT) and Maximum Satisfiability (MaxSAT) problems due to their ability to effi…