Siqi Gu

21 papers C 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
BM-DDFN: Bilinear cross-domain modeling for AIGC image source attribution.
Knowl. Based Syst.
Zihan Qin, Siqi Gu, Yuan Zhang, Lizhe Xie, Jing Mang, Qianyu Xiang, Yunfeng Guo, Zheng Wang, Yining Hu
2026 J jnl
Detecting AI-generated videos via global semantic awareness and inter-frame semantic consistency.
Neurocomputing
Qianyu Xiang, Yunfeng Guo, Siqi Gu, Lizhe Xie, Yining Hu
2025 J jnl
A Large-Scale Empirical Study on Fine-Tuning Large Language Models for Unit Testing.
Proc. ACM Softw. Eng.
Ye Shang, Quanjun Zhang, Chunrong Fang, Siqi Gu, Jianyi Zhou, Zhenyu Chen
2025 J jnl
A generalized defect-data-free defect inspection method based on image reconstruction and anomaly detection.
Neural Networks
Minjie Du, Siqi Gu, Zihan Qin, Lizhe Xie, Zheng Wang, Yining Hu
2025 — conf
An Improved Greylag Goose Optimization Algorithm for Heterogeneous Cloud Computing Task Scheduling.
DSA
Kecheng Li, Siqi Gu, Zhaojun Zhu, Shan Zhou, Zhenyu Chen
2025 J jnl
Large Language Models for Unit Testing: A Systematic Literature Review.
CoRR
Quanjun Zhang, Chunrong Fang, Siqi Gu, Ye Shang, Zhenyu Chen, Liang Xiao
2025 J jnl
Multiscale Features Integrated Model for Generalizable Deepfake Detection.
Int. J. Intell. Syst.
Siqi Gu, Zihan Qin, Lizhe Xie, Zheng Wang, Yining Hu
2024 J jnl
A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing.
CoRR
Ye Shang, Quanjun Zhang, Chunrong Fang, Siqi Gu, Jianyi Zhou, Zhenyu Chen
2024 J jnl
Streamlining YOLOv7 for Rapid and Accurate Detection of Rapeseed Varieties on Embedded Device.
Sensors
Siqi Gu, Wei Meng, Guodong Sun
2024 J jnl
TestART: Improving LLM-based Unit Test via Co-evolution of Automated Generation and Repair Iteration.
CoRR
Siqi Gu, Chunrong Fang, Quanjun Zhang, Fangyuan Tian, Jianyi Zhou, Zhenyu Chen
2024 J jnl
TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models.
CoRR
Quanjun Zhang, Ye Shang, Chunrong Fang, Siqi Gu, Jianyi Zhou, Zhenyu Chen
2023 J jnl
A unified RGB-T crowd counting learning framework.
Image Vis. Comput.
Siqi Gu, Zhichao Lian
2023 J jnl
Automated Testing for Text-to-Image Software.
CoRR
Siqi Gu
2023 — conf
DVTest: Deep Neural Network Visualization Testing Framework.
DSA
Siqi Gu, Zhaowei Zong, Fangyuan Tian, Zhenyu Chen
2023 — conf
Real-time Fruit Detection Method Based on RGB-D Image Fusion.
DSA
Lingjie Wang, Yunfeng Zhu, Siqi Gu, Zhenyu Chen
2023 — conf
Test Case Reuse Method Based on Deep Semantic Matching.
QRS Companion
Siqi Gu, Zhibiao Liu, Qiaoqing Liang, Zhimin Deng, Xiangyu Xiao
2022 J jnl
A Unified Multi-Task Learning Framework of Real-Time Drone Supervision for Crowd Counting.
CoRR
Siqi Gu, Zhichao Lian
2022 J jnl
Block shuffling learning for Deepfake Detection.
CoRR
Sitong Liu, Zhichao Lian, Siqi Gu, Liang Xiao
2022 C conf
MetaA: Multi-Dimensional Evaluation of Testing Ability via Adversarial Examples in Deep Learning.
QRS
Siqi Gu, Jiawei Liu, Zhanwei Hui, Wenhong Liu, Zhenyu Chen
2022 J jnl
Real-centric Consistency Learning for Deepfake Detection.
CoRR
Ruiqi Zha, Zhichao Lian, Qianmu Li, Siqi Gu
2022 J jnl
Research on Shore-Based River Flow Velocity Inversion Model Using GNSS-R Raw Data.
Remote. Sens.
Yun Zhang, Ziyu Yan, Shuhu Yang, Wanting Meng, Siqi Gu, Jin Qin, Yanling Han, Zhonghua Hong