Minyu Chen, Guoqiang Li*, Ling-I Wu, Ruibang Liu. DCE-LLM: Dead Code Elimination with Large Language Models. In Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL'25), Association for Computational Linguistics, 9942-9955, 2025
Ling-I Wu, Yuxin Su, Guoqiang Li*.
Zero-Shot Construction of Chinese Medical Knowledge Graph with GPT-3.5-turbo and GPT-4.
ACM Transactions on Management Information Systems, Vol. 16(2), Article 14, 2025
Minyu Chen, Guoqiang Li*, Ling-I Wu, Ruibang Liu, Yuxin Su, Xi Chang, Jianxin Xue. Can Language Models Pretend Solvers? Logic Code Simulation with LLMs. In Proceedings of the 10th International Symposium on Dependable Software Engineering: Theories, Tools and Applications (SETTA'24), LNCS 15469, 102-121, 2024
Qiyang Wang, Ling-I Wu, Guoqiang Li*
PIRTRE-C: A Two-Stage Retrieval and Reranking Enhanced Framework for Improving Chinese Psychological Counseling. In Proceedings of the 2nd IEEE International Conference on Medical Artificial Intelligence (IEEE MedAI'24), IEEE Society, 337,-347, 2024
Guoqiang Li*, Yuxin Su. Complementary Functions and Potential of Generative AI in Algorithm Education. Computer Education, Vol. 348(12) 221-231, 2023
Ling-I Wu, Guoqiang Li*. Zero-Shot Construction of Chinese Medical Knowledge Graph with ChatGPT. In Proceedings of the First IEEE International Conference on Medical Artificial Intelligence (IEEE MedAI'23), IEEE Society, 278-283, 2023
Minyu Chen, Guoqiang Li*. ChatGPT for Mechanobiology and Medicine: A Perspective. Mechanobiology in Medicine, Vol. 1(1), 100005, 2023
Minyu Chen, Guoqiang Li*, Chen Ma, Jingyang Li, Hongfei Fu. Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories. In Proceedings of the 29th International Conference on Computational Linguistics, (COLING'22), International Committee on Computational Linguistics, 1580-1592, 2022
Suyu Ma, Cheng Chen, Zhenchang Xing, Lizhen Qu, Chunyang Chen*, Guoqiang Li*. Easy-to-Deploy API Extraction by Multi-Level
Feature Embedding and Transfer Learning. IEEE Transactions on Software Engineering, Vol. 47(10), 2296-2311, 2021
Qunhao Sha, Qizhe Yang, Guoqiang Li*. A Parallel Implementation of Liveness on Knowledge Graphs under Label Constraints. In Proceedings of the 15th IEEE International Symposium on Theoretical Aspects of Software Engineering (TASE'21), IEEE Society, 103-110, 2021
Jieshan Chen, Mulong Xie, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu, Guoqiang Li. Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?. In Proceedings of the ACM Joint Meeting on the 18th European Software Engineering Conference and the 28 Symposium on the Foundations of Software Engineering (ESEC/FSE'20), 1202-1214, 2020
Jieshan Chen, Chunyang Chen*, Zhenchang Xing, Xiwei Xu, Liming Zhu, Guoqiang Li*, Jinshui Wang*. Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning. In Proceedings of the 42nd International Conference on Software Engineering (ICSE'20), 322-334, 2020 (Distinguished paper award!)
Xiaoxue Ren, Zhenchang Xing, Xin Xia, Guoqiang Li, Jianling Sun. Discovering, Explaining and Summarizing Controversial Discussions in Community Q&A Sites. In Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE'19), 151-162, 2019
Chunyang Chen, Xi Chen, Jiamou Sun, Zhenchang Xing, Guoqiang Li*. Data-Driven Proactive Policy Assurance of Post Quality in Community Q&A Sites. In Proceedings of the 21st ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW'18), ACM, Vol. 2, 33, 2018
Intelligent system verification and security
Jingyang Li, Guoqiang Li*.
The Triangular Trade-off between Robustness, Accuracy and Fairness in Deep Neural Networks: A Survey. ACM Computing Surveys, Vol. 57(6), Article 140, 2025
Jingyang Li, Guoqiang Li*. HOBAT: Batch Verification for Homogeneous Structural Neural Networks. In Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE'23), 1276-1287, 2023
Yun Zhang, Qianqian Duan, Guoqiang Li, Jianzhen Wu.
Robustness Quantification Method for Network Intrusion Detection Models. Physical Communication, Vol. 58, 102025, 2023
Saharat Saengsawang, Guoqiang Li*.
Theoretical Analysis of Norm Selection for Robustness Verification of Neural Networks. Physical Communication, Vol. 58, 102019, 2023
Yun Zhang, Guoqiang Li, Qianqian Duan, Jianzhen Wu.
An Interpretable Intrusion Detection Method Based on Few-Shot Learning in Cloud-Ground Interconnection. Physical Communication, Vol. 55, 101931, 2022
Data analytics and machine intelligence
,
Jianxin Xue, Yaohua Hu, Sicheng Hua, Minyu Chen, Ling-I Wu, Xi Chang, Guoqiang Li. Lightweight Visual Backbone Network with Enhanced Comprehensive Strength through Context-Aware Dual Attention Mechanism. Neurocomputing, Vol. 624, 129449, 2025
Jian Wang, Jiawei Dou, Jiaxuan Han, Guoqiang Li*, Jiang Tao*. A Population-Based Study to Assess Two Convolutional Neural Networks for Dental Age Estimation. BMC Oral Health, Vol. 23(1), 109, 2023
Xing Hu, Chun Xie, Zhe Fan, Qianqian Duan, Dawei Zhang, Linhua Jiang, Xian Wei, Danfeng Hong, Guoqiang Li, Xinhua Zeng, Wenming Chen, Dongfang Wu, Jocelyn Chanussot.
Hyperspectral Anomaly Detection Using Deep Learning: A Review. Remote Sensing, Vol.14(9), 1973, 2022
Xing Hu, Zhe Fan, Linhua Jiang, Jiawei Xu, Guoqiang Li, Wenming Chen, Xinhua Zeng, Genke Yang, Dawei Zhang.
TOP-ALCM: A novel video analysis method for violence detection in crowded scenes. Information Sciences, Vol.606, 313-327, 2022
Tongyao Jia, Jiafeng Li, Li Zhuo*, Guoqiang Li*. Effective Meta-Attention Dehazing Networks for Vision-Based Outdoor Industrial Systems. IEEE Transactions on Industrial Informatics, Vol. 18(3), 1511-1520, 2022
Xiao Sun, Zhengmeng Pei, Chen Zhang, Guoqiang Li*, Jianhua Tao. Design and Analysis of a Human-machine Interaction System for Researching Human's Dynamic Emotion. IEEE Transactions on Systems, Man and Cybernetics: Systems, 51(10): Vol. 6111-6121, 2021
Aijuan Qian, Chenlu Li, Xiaoju Dong, Shengtao Chen, Yanling Zhang, Guoqiang Li. SLAMVis: An Interactive Visualization Approach for Smart Labeling on Multidimensional Data. In Proceedings of the 2021 IEEE International Conference on Parallel & Distributed Processing with Applications (IEEE ISPA'2021), 19-26, 2021
Ruiqi Shi, Chang Liu, Jiang Tao*, Guoqiang Li*, Kai Xiao, Zhangqian Xie, Jian Wang. Panoramic Radiographic X-Ray Image Tooth Root Segmentation based on LeNet-5 Networks. In Proceedings of the 6th International Conference on Advanced Machine Learning and Technologies and Applications (AMLTA'21), 134-144, 2021
Jieshan Chen, Mulong Xie, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu, Guoqiang Li. Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?. In Proceedings of the ACM Joint Meeting on the 18th European Software Engineering Conference and the 28 Symposium on the Foundations of Software Engineering (ESEC/FSE'20), 1202-1214, 2020
Xing Hu, Guoqiang Li*. Temporal Tensor Local Binary Pattern: A Novel Local Tensor Time Series Descriptor. IEEE Transactions on Industrial Informatics, Vol. 16(10), 6393-6402, 2020
Jiafeng Li, Li Zhuo, Hong Zhang*, Guoqiang Li*, Naixue Xiong. Effective Data-Driven Technology for Efficient Vision-based Outdoor Industrial Systems. IEEE Transactions on Industrial Informatics, Vol.16(7), 4344-4354, 2020
Muhammad Jahanzeb Khan, Guoqiang Li*, et. al.. Data Provenance Based System for Classification and Linear Regression in Distributed Machine Learning. In Proceedings of the 4th Annual Conference on Software Analysis, Testing and Evolution (SATE'19), LNCS 12028 (SOFL+MSVL'19), 279-295, 2019
Muhammad Jahanzeb Khan, Adeel Zafar, Valeriia Tumanian, Yue Ding, Guoqiang Li*. Object Detection Boosting using Object Attributes
in Detect and Describe Framework. In Proceedings of the 31st International Conference on Tools with Artificial Intelligence (ICTAI'19), 886-893, 2019
Yun Guo, Daniel Sun, Guoqiang Li, Shiping Chen. Examine Manipulated Datasets with Topology Data Analysis: A Case Study. In Proceedings of the 20th International Conference on Information and Communications Security (ICICS'18), LNCS 11149, 358-373, 2018
Junli Yang, Bo Song, Bing Yan, Guoqiang Li. A Novel Hidden Markov Model for Genome-Wide Association Studies. In Proceedings of the 3rd IEEE International Workshop on Software Engineering and Knowledge Management (SEKM'17 @ QRS'17), IEEE Society, 500-506, 2017
Yanlong Li, Guoqiang Li, Xiaoju Dong. A Survey on Visualization of Tree Comparison. Journal of Software (in Chinese), Vol. 27 (5), 1074-1090, 2016
Others
Sinka Gao, Guoqiang Li*. A ZK-Based Multi-Blockchain Transaction Layer for Minimal Trust Base. Cybersecurity, accepted
Huanghao Yin, Jiacheng Liu, Xiaohong Chen, Guoqiang Li.
WeAnimate: Motion-coherent animation generation from video data. Multimedia Tools and Applications, Vol. 81(15), 20685-20703, 2022
Xiaohong Wu, Yonggen Gu, Jie Tao, Guoqiang Li*, Jingti Han and Naixue Xiong. An Effective Data-driven Cloud Resource Procurement
Scheme with Personalized Reserve Prices. IEEE Transactions on Systems, Man and Cybernetics: Systems, Vol.51(8), 4693-4705, 2021
Dehai Zhao, Zhenchang Xing, Chunyang Chen, Xiwei Xu,
Liming Zhu, Guoqiang Li*, Jinshui Wang*. Seenomaly: Vision-Based Linting of GUI Animation Effects
Against Design-Don't Guidelines. In Proceedings of the 42nd International Conference on Software Engineering (ICSE'20), 1286-1297, 2020
Qianqian Duan, Daniel Sun, Guoqiang Li*, Genke Yang, Weiwu Yan. IoT-enabled service for crude-oil production systems against unpredictable disturbance. IEEE Transactions on Services Computing, Vol. 13(4), 759-768, 2020
Dehai Zhao, Zhenchang Xing, Chunyang Chen*, Xin Xia*, Guoqiang Li*. ActionNet: Vision-based Workflow Action Recognition From Programming Screencasts. In Proceedings of the 41st ACM/IEEE International Conference on Software Engineering (ICSE'19), 350-361, 2019
Shunting Huang, Ling Li, Hongming Cai, Boyi Xu, Guoqiang Li, Lihong Jiang. A Configurable WoT Application Platform Based on Spatiotemporal Semantic Scenarios. IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 49(1), 123-135, 2019
Jixian Li, Wei Lu, Jian Weng, Yijun Mao, Guoqiang Li. Double JPEG Compression Detection Based on Block Statistics. Multimedia Tools Applications, Vol. 77(24), 31895-31910, 2018
Qingbo Zhang, Wei Lu, Ruxin Wang, Guoqiang Li. Digital Image Splicing Detection Based on Markov Features in Block DWT Domain. Multimedia Tools Applications, Vol. 77(23), 31239-31260, 2018
Akira Fukuda,Tsuneo Nakanishi, Kenji Hisazumi,
Kunihiko Kaneko, Shigeaki Tagashira, Tsunenori Mine,
Yutaka Arakawa, Shigemi Ishida, Takahiro Ando,
Shuichi Ashihara, Masakatsu Ura, Yoshimichi Nakamura,
Soichiro Nakamura, Weiqiang Kong, Guoqiang Li. Toward Sustainable Smart Mobility Information Infrastructure Platform . In Proceedings of the 7th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) , IEEE Society, 81-85, 2018
Akira Fukuda, Kenji Hisazumi, Tsunenori Mine, Shigemi Ishida, Takahiro Ando, Shota Ishibashi, Shigeaki Tagashira, Kunihiko Kaneko, Yutaka Arakawa, Weiqiang Kong, Guoqiang Li
Toward Sustainable Smart Mobility Information Infrastructure Platform: Project Overview.
New Trends in E-service and Smart Computing, Studies in Computational Intelligence
742, 35-46, 2018
Qianqian Duan, Genke Yang, Guoqiang Li*. Optimisation-Based Algorithm for Refinery Short-Term Scheduling of Crude-Oil. International Journal of Oil Gas and Coal Technology, Vol. 17(1), 34- 59, 2018
Yi Cui, Guoqiang Li, Hao Cheng, Daoyuan Wang. Indexing for Large Scale Data Querying based on Spark SQL. In Proceedings of the 14th IEEE International Conference on e-Business Engineering (ICEBE'17) , 103-108, 2017
Ling Fang, Guoqiang Li. Test Selection Using with Equivalence Class Partitioning. In Proceedings of the 2nd International Symposium on Dependable Computing and Internet of Things (DCIT'15), IEEE Society, 40-49, 2015
Yonggen Gu, Jie Tao, Xiaohong Wu, Guoqiang Li, Jingyu Chen, Xiaolong Ma. A Preemptive Truthful VMs Allocation Online Mechanism in Private Cloud. In Proceedings of the 2nd International Symposium on Dependable Computing and Internet of Things (DCIT'15), IEEE Society, 80-86, 2015
Ling Fang, Guoqiang Li, Yingjie You, Chaobin Chen, Liqin Hu. Toward SIL Evaluation for A Resilience Strategy. In Proceedings of 4th the International Workshop on Open Systems Dependability (WOSD'14 @ ISSRE'14), IEEE Society, 473-477, 2014
Xiaohong Wu, Yonggen Gu, Guoqiang Li, Xiaolong Ma, Jie Tao. Online Mechanism Design for VMs allocation in Private Cloud. In Proceedings of the 11th IFIP International Conference on Network and Parallel Computing (NPC'14), LNCS 8707, 234 C246, 2014 [Extended Version]
Xiaohong Wu, Yonggen Gu, Guoqiang Li. Game Analysis of Workload Factoring with the Hybrid Cloud. In Proceedings of the 5th International Workshop on Parallel and Distributed Algorithms and Applications (PDAA'13 @ CANDAR'13), IEEE Society, 263-269, 2013
Xiaohong Wu, Guoqiang Li. A Game Analysis in Jobs Flow Allocation for SaaS Provider. Journal of Computational Information Systems,Vol. 9(22), 8905-8912, 2013