activity
20092026
most citedBoosting Operational DNN Testing Efficiency through Conditioning

82 citations · 192 across the 17 of their papers we have counts for

collaborators

17 papers

cs.PL2026

Qihe: A General-Purpose Static Analysis Framework for Verilog

Qinlin Chen, Nairen Zhang, Jinpeng Wang +6

In the past decades, static analysis has thrived in software, facilitating applications in bug detection, security, and program understanding. These advanced analyses are largely u…

cs.AI2024

Learning with Logical Constraints but without Shortcut Satisfaction

Zenan Li, Zehua Liu, Yuan Yao +4

Recent studies in neuro-symbolic learning have explored the integration of logical knowledge into deep learning via encoding logical constraints as an additional loss function. How…

cs.AI2024★ 1 cited

Softened Symbol Grounding for Neuro-symbolic Systems

Zenan Li, Yuan Yao, Taolue Chen +4

Neuro-symbolic learning generally consists of two separated worlds, i.e., neural network training and symbolic constraint solving, whose success hinges on symbol grounding, a funda…

cs.PL2023

Context Sensitivity without Contexts: A Cut-Shortcut Approach to Fast and Precise Pointer Analysis

Wenjie Ma, Shengyuan Yang, Tian Tan +3

Over the past decades, context sensitivity has been considered as one of the most effective ideas for improving the precision of pointer analysis for Java. However, despite great p…

cs.DC2023

Leveraging TLA+ Specifications to Improve the Reliability of the ZooKeeper Coordination Service

Lingzhi Ouyang, Yu Huang, Binyu Huang +1

ZooKeeper is a coordination service, widely used as a backbone of various distributed systems. Though its reliability is of critical importance, testing is insufficient for an indu…

cs.SE2022★ 21 cited

Using Consensual Biterms from Text Structures of Requirements and Code to Improve IR-Based Traceability Recovery

Hui Gao, Hongyu Kuang, Kexin Sun +6

Traceability approves trace links among software artifacts based on whether two artifacts are related by system functionalities. The traces are valuable for software development, b…