Song Wang

Strategy research based on chess shapes for Tibetan JIU computer game

2018 · ICGA Journal

JIU is a variant of traditional Tibetan chess which is mainly played in Tibetan Qiang Autonomous Prefecture of Ngawa, China. The JIU game process is divided into two sequential stages: preparation and battle. The layout …

Deep Poisoning: Towards Robust Image Data Sharing against Visual Disclosure

2021

Due to respectively limited training data, different entities addressing the same vision task based on certain sensitive images may not train a robust deep network. This paper introduces a new vision task where various entities …

An Approach to Detecting Bugs in Pattern-Based Bug Detectors

2021 · arXiv (Cornell University)

Static bug finders have been widely-adopted by developers to find bugs in real world software projects. They leverage predefined heuristic static analysis rules to scan source code or binary code of a software project, and …

A Tale of Two Tasks: Automated Issue Priority Prediction with Deep Multi-task Learning

2022

Background. Issues are prevalent, and identifying the correct priority of the reported issues is crucial to reduce the maintenance effort and ensure higher software quality. There are several approaches for the automatic priority prediction, yet …

FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs

2022 · arXiv (Cornell University)

Few-shot graph classification aims at predicting classes for graphs, given limited labeled graphs for each class. To tackle the bottleneck of label scarcity, recent works propose to incorporate few-shot learning frameworks for fast adaptations to …

Reflective Safety Clothes Wearing Detection in Hydraulic Engineering Using YOLOv3-CCD

2023 · Asian Journal of Research in Computer Science

The construction site of the hydraulic engineering has a high danger factor and the correct wearing of reflective safety clothes ensures the safety of workers. Therefore, the detection and testing of reflective safety clothes wearing …

Not All Voxels Are Equal: Hardness-Aware Semantic Scene Completion with Self-Distillation

2024 · arXiv (Cornell University)

Semantic scene completion, also known as semantic occupancy prediction, can provide dense geometric and semantic information for autonomous vehicles, which attracts the increasing attention of both academia and industry. Unfortunately, existing methods usually formulate this …

Integrative Decoding: Improve Factuality via Implicit Self-consistency

2024 · arXiv (Cornell University)

Self-consistency-based approaches, which involve repeatedly sampling multiple outputs and selecting the most consistent one as the final response, prove to be remarkably effective in improving the factual accuracy of large language models. Nonetheless, existing methods …

Automated Prompt Engineering for Cost-Effective Code Generation Using Evolutionary Algorithms

2026 · ACM Transactions on Software Engineering and Methodology

Large Language Models (LLMs) have seen increasing use in various software development tasks, especially in code generation. The most advanced recent methods attempt to incorporate feedback from code execution into prompts to help guide LLMs …