JDExtractor: an automated approach for efficient extraction of defect-related methods in Java projects.

Tianyang Liu Tianyang Liu 0001 University François-Rabelais, Tours, France Tianyang Liu 0002 Dalian University of Technology, Department of Computer Science, China Tianyang Liu 0003 University of California San Diego, La Jolla, CA, USA Wuhan University, School of Computer Science, China https://leolty.github.io/ https://www.semanticscholar.org/author/Tianyang-Liu/2115347044 https://scholar.google.com/citations?user=rJAeYdwAAAAJ https://www.linkedin.com/in/tianyangliu-whu-ucsd https://github.com/leolty https://orcid.org/0000-0001-7754-7029 https://ieeexplore.ieee.org/author/37088854795 Tianyang Liu 0004 University of Hong Kong, Hong Kong, SAR, China https://orcid.org/0009-0003-8571-9355

Tianyang Liu Jiawei Ye Weixing Ji JDExtractor: an automated approach for efficient extraction of defect-related methods in Java projects. 22 2026 June 33 Autom. Softw. Eng. 1 https://doi.org/10.1007/s10515-025-00563-z db/journals/ase/ase33.html#LiuYJ26 streams/journals/ase

Yifan Luo Yang Zhan Jiedong Jiang Tianyang Liu Mingrui Wu Zhennan Zhou Bin Dong From Atoms to Trees: Building a Structured Feature Forest with Hierarchical Sparse Autoencoders. 2026 February abs/2602.11881 CoRR https://doi.org/10.48550/arXiv.2602.11881 db/journals/corr/corr2602.html#abs-2602-11881 streams/journals/corr

Tianyang Liu Jiawei Ye Weixing Ji Hui Liu Detection of Resource Leaks in Java Programs: Effectiveness Analysis of Traditional Models and Language Models. 205-232 2025 15 Int. J. Softw. Informatics 2 https://doi.org/10.21655/ijsi.1673-7288.00365 db/journals/ijsi/ijsi15.html#LiuYJL25 streams/journals/ijsi

Jiaqi Chen Xiaoye Zhu Tianyang Liu Ying Chen Xinhui Chen Yiwen Yuan Chak Tou Leong Zuchao Li Tang Long Lei Zhang Chenyu Yan Guanghao Mei Jie Zhang Lefei Zhang Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection. 23559-23567 2025 AAAI https://doi.org/10.1609/aaai.v39i22.34525 conf/aaai/2025 db/conf/aaai/aaai2025.html#ChenZLCCYLLLZYM25 Liang Cheng Tianyi Li Zhaowei Wang 0003 Tianyang Liu Mark Steedman Neutralizing Bias in LLM Reasoning using Entailment Graphs. 13714-13730 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.705 https://aclanthology.org/2025.findings-acl.705/ conf/acl/2025f db/conf/acl/acl2025f.html#ChengL0LS25 Hang Su Yun Yang Tianyang Liu Xin Liu Peng Pu Xuesong Lu Personalized Question Answering with User Profile Generation and Compression. EMNLP (Findings) 2025 4744-4763 conf/emnlp/2025f https://doi.org/10.18653/v1/2025.findings-emnlp.255 https://aclanthology.org/2025.findings-emnlp.255/ db/conf/emnlp/emnlp2025f.html#SuYLLPL25 streams/conf/emnlp Juan Luo Tianyang Liu Kexuan Feng Guogen Zeng Fan Li 0030 WSRNet: A Multi-task Learning Model for Satellite Image Recognition and Segmentation of Forest Wildfires. ICA3PP (3) 2025 330-348 conf/ica3pp/2025-3 https://doi.org/10.1007/978-981-95-8405-5_18 db/conf/ica3pp/ica3pp2025-3.html#LuoLFZL25 streams/conf/ica3pp

Liang Cheng Tianyi Li Zhaowei Wang 0003 Tianyang Liu Mark Steedman Neutralizing Bias in LLM Reasoning using Entailment Graphs. 2025 March abs/2503.11614 CoRR https://doi.org/10.48550/arXiv.2503.11614 db/journals/corr/corr2503.html#abs-2503-11614 streams/journals/corr

Jianmin Ye Tianyang Liu Qi Tian Shengchu Su Zhe Jiang 0004 Xi Wang 0009 ChatModel: Automating Reference Model Design and Verification with LLMs. 2025 June abs/2506.15066 CoRR https://doi.org/10.48550/arXiv.2506.15066 db/journals/corr/corr2506.html#abs-2506-15066 streams/journals/corr

Yutong Bian Xianhao Lin Yupeng Xie Tianyang Liu Mingchen Zhuge Siyuan Lu Haoming Tang Jinlin Wang Jiayi Zhang 0017 Jiaqi Chen Xiangru Tang Yongxin Ni Sirui Hong Chenglin Wu 0001 You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation. 2025 August abs/2508.14104 CoRR https://doi.org/10.48550/arXiv.2508.14104 db/journals/corr/corr2508.html#abs-2508-14104 streams/journals/corr

Yawu Su Zhiguo Shao Tianyang Liu Research on Topology Optimization of Building Digital Supply Chain Based on Genetic Neural Network. 1144-1153 2024 September 28 J. Adv. Comput. Intell. Intell. Informatics 5 https://doi.org/10.20965/jaciii.2024.p1144 db/journals/jaciii/jaciii28.html#SuSL24 streams/journals/jaciii

Shijie Bian Daniele Grandi Tianyang Liu Pradeep Kumar Jayaraman Karl D. D. Willis Elliot Sadler Bodia Borijin Thomas Lu Richard Otis Nhut Ho Bingbing Li HG-CAD: Hierarchical Graph Learning for Material Prediction and Recommendation in Computer-Aided Design. 2024 January 24 J. Comput. Inf. Sci. Eng. 1 https://doi.org/10.1115/1.4063226 db/journals/jcise/jcise24.html#BianGLJWSBLOHL24

Zhengqi Liu Yutian Lin Tianyang Liu Bo Du 0001 Reliable Cross-Camera Learning in Random Camera Person Re-Identification. 4556-4567 2024 June 34 IEEE Trans. Circuits Syst. Video Technol. 6 https://doi.org/10.1109/TCSVT.2023.3341877 db/journals/tcsv/tcsv34.html#LiuLLD24

Tianhao Zhao Yongcan Chen Yu Wu 0011 Tianyang Liu Bo Du 0001 Peilun Xiao Shi Qiu Hongda Yang Guozhen Li Yi Yang 0001 Yutian Lin Improving Bird's Eye View Semantic Segmentation by Task Decomposition. 15512-15521 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01469 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#ZhaoCWL0XQYLYL24 Xi Wang 0009 Gwok-Waa Wan Sam-Zaak Wong Layton Zhang Tianyang Liu Qi Tian Jianmin Ye ChatCPU: An Agile CPU Design and Verification Platform with LLM. 212:1-212:6 2024 DAC https://doi.org/10.1145/3649329.3658493 conf/dac/2024 db/conf/dac/dac2024.html#0009WWZLTY24 Tianyang Liu Tianyi Li Liang Cheng Mark Steedman Explicit Inductive Inference using Large Language Models. 15779-15786 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.926 https://aclanthology.org/2024.findings-emnlp.926 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#LiuLCS24 Tianyang Liu Weixing Ji Xiaohui Dong Wuhuang Yao Yizhuo Wang 0001 Hui Liu 0003 Haiyang Peng Yuxuan Wang JLeaks: A Featured Resource Leak Repository Collected From Hundreds of Open-Source Java Projects. 140:1-140:13 2024 ICSE https://doi.org/10.1145/3597503.3639162 https://www.wikidata.org/entity/Q131114669 conf/icse/2024 db/conf/icse/icse2024.html#LiuJDYW0PW24

Tianhao Zhao Yongcan Chen Yu Wu 0011 Tianyang Liu Bo Du 0001 Peilun Xiao Shi Qiu Hongda Yang Guozhen Li Yi Yang 0001 Yutian Lin Improving Bird's Eye View Semantic Segmentation by Task Decomposition. 2024 abs/2404.01925 CoRR https://doi.org/10.48550/arXiv.2404.01925 db/journals/corr/corr2404.html#abs-2404-01925

Tianyang Liu Tianyi Li Liang Cheng Mark Steedman Explicit Inductive Inference using Large Language Models. 2024 abs/2408.14467 CoRR https://doi.org/10.48550/arXiv.2408.14467 db/journals/corr/corr2408.html#abs-2408-14467 streams/journals/corr

Hebin Liang Yi Ma 0005 Zilin Cao Tianyang Liu Fei Ni 0001 Zhigang Li Jianye Hao SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem. 8720-8727 2023 AAAI https://doi.org/10.1609/aaai.v37i7.26049 conf/aaai/2023 db/conf/aaai/aaai2023.html#LiangMCLNLH23 Sheng Fang Tianyang Liu Yaning Zhu Wenjun Fan Classification and Identification of Phishing Websites based on Machine Learning. 397-403 2023 CyberC https://doi.org/10.1109/CyberC58899.2023.00068 conf/cyberc/2023 db/conf/cyberc/cyberc2023.html#FangLZF23 Tianyang Liu Quan Liang Hua Yang CLOE: Novelty Detection via Contrastive Learning with Outlier Exposure. 38-47 2023 ICIRA (7) https://doi.org/10.1007/978-981-99-6498-7_4 conf/icira/2023-7 db/conf/icira/icira2023-7.html#LiuLY23 Peixin He Mingzhe Wang Shiqiang Yang Tianyang Liu Xue Jiang Exploring the lmpacts of Al Technologies on Medical lnstitutions with Knowledge Graphs. 303-309 2023 ICMHI https://doi.org/10.1145/3608298.3608353 https://www.wikidata.org/entity/Q130973189 conf/icmhi/2023 db/conf/icmhi/icmhi2023.html#HeWYLJ23

Tianyang Liu Yongxin Zhu 0001 Hui Wang 0036 Balamurugan Balusamy Pandi Vijayakumar Jingtong Peng Transformer anomaly detection based on time-frequency domain software-hardware cooperative analysis. 2022 33 Trans. Emerg. Telecommun. Technol. 3 https://doi.org/10.1002/ett.3865 db/journals/ett/ett33.html#LiuZWBVP22

Shengfu Li Cheng Liao Yulin Ding Han Hu 0005 Yang Jia Min Chen 0015 Bo Xu 0003 Xuming Ge Tianyang Liu Di Wu Cascaded Residual Attention Enhanced Road Extraction from Remote Sensing Images. 9 2022 11 ISPRS Int. J. Geo Inf. 1 https://doi.org/10.3390/ijgi11010009 db/journals/ijgi/ijgi11.html#LiLDHJCXGLW22

Bo Xu 0003 Zhen Chen Qing Zhu 0012 Xuming Ge Shengzhi Huang Yeting Zhang Tianyang Liu Di Wu Geometrical Segmentation of Multi-Shape Point Clouds Based on Adaptive Shape Prediction and Hybrid Voting RANSAC. 2024 2022 14 Remote. Sens. 9 https://doi.org/10.3390/rs14092024 https://www.wikidata.org/entity/Q114026904 db/journals/remotesensing/remotesensing14.html#XuCZGHZLW22

Tianyang Liu Yutian Lin Bo Du 0001 Unsupervised Person Re-Identification With Stochastic Training Strategy. 4240-4250 2022 31 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2022.3181811 db/journals/tip/tip31.html#LiuLD22

Tianyang Liu Yutian Lin Bo Du 0001 Unsupervised Person Re-identification with Stochastic Training Strategy. 2021 abs/2108.06938 CoRR https://arxiv.org/abs/2108.06938 db/journals/corr/corr2108.html#abs-2108-06938

Mingjing Ai Guozhi Shan Bo Liu Tianyang Liu Rethinking ReID: Multi-Feature Fusion Person Re-identification Based on Orientation Constraints. 1904-1911 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9413212 conf/icpr/2020 db/conf/icpr/icpr2020.html#AiSLL20 Tianyang Liu Qiang Sun The Multi-dimensional Performance Indicators-Routing and Wavelength Assignment Algorithm for Optical Transmission Networks. 1252-1257 2019 ICCT https://doi.org/10.1109/ICCT46805.2019.8947066 conf/icct/2019 db/conf/icct/icct2019.html#LiuS19 Tianyang Liu Weiming Xu Study on Scrolling Display Method for Submarine Geomorphologic Map. 1-4 2018 CISP-BMEI https://doi.org/10.1109/CISP-BMEI.2018.8633080 conf/bmei/2018 db/conf/bmei/bmei2018.html#LiuX18 Yanyan Jia Yansong Feng 0002 Bingfeng Luo Yuan Ye 0001 Tianyang Liu Dongyan Zhao 0001 Transition-Based Discourse Parsing with Multilayer Stack Long Short Term Memory. 360-373 2016 NLPCC/ICCPOL https://doi.org/10.1007/978-3-319-50496-4_30 conf/nlpcc/2016 db/conf/nlpcc/nlpcc2016.html#JiaFLYLZ16 Mingjing Ai Balamurugan Balusamy Shijie Bian Yutong Bian Bodia Borijin Zilin Cao Jiaqi Chen Min Chen 0015 Xinhui Chen Ying Chen Yongcan Chen Zhen Chen Liang Cheng Yulin Ding Bin Dong Xiaohui Dong Bo Du 0001 Wenjun Fan Sheng Fang Kexuan Feng Yansong Feng 0002 Xuming Ge Daniele Grandi Jianye Hao Peixin He Nhut Ho Sirui Hong Han Hu 0005 Shengzhi Huang Pradeep Kumar Jayaraman Weixing Ji Yang Jia Yanyan Jia Jiedong Jiang Xue Jiang Zhe Jiang 0004 Chak Tou Leong Bingbing Li Fan Li 0030 Guozhen Li Shengfu Li Tianyi Li Zhigang Li Zuchao Li Hebin Liang Quan Liang Cheng Liao Xianhao Lin Yutian Lin Bo Liu Hui Liu Hui Liu 0003 Xin Liu Zhengqi Liu Tang Long Siyuan Lu Thomas Lu Xuesong Lu Bingfeng Luo Juan Luo Yifan Luo Yi Ma 0005 Guanghao Mei Fei Ni 0001 Yongxin Ni Richard Otis Haiyang Peng Jingtong Peng Peng Pu Shi Qiu Elliot Sadler Guozhi Shan Zhiguo Shao Mark Steedman Hang Su Shengchu Su Yawu Su Qiang Sun Haoming Tang Xiangru Tang Qi Tian Pandi Vijayakumar Gwok-Waa Wan Hui Wang 0036 Jinlin Wang Mingzhe Wang Xi Wang 0009 Yizhuo Wang 0001 Yuxuan Wang Zhaowei Wang 0003 Karl D. D. Willis Sam-Zaak Wong Chenglin Wu 0001 Di Wu Mingrui Wu Yu Wu 0011 Peilun Xiao Yupeng Xie Bo Xu 0003 Weiming Xu Chenyu Yan Hongda Yang Hua Yang Shiqiang Yang Yi Yang 0001 Yun Yang Wuhuang Yao Jianmin Ye Jiawei Ye Yuan Ye 0001 Yiwen Yuan Guogen Zeng Yang Zhan Jiayi Zhang 0017 Jie Zhang Layton Zhang Lefei Zhang Lei Zhang Yeting Zhang Dongyan Zhao 0001 Tianhao Zhao Zhennan Zhou Qing Zhu 0012 Xiaoye Zhu Yaning Zhu Yongxin Zhu 0001 Mingchen Zhuge