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Yue Liu

  1. Large Language Models for Software Engineering: A Systematic Literature Review
    2023/08/21 by Xinyi Hou, Hou, Xinyi, Yanjie Zhao +17 · 125 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
  2. VMamba: Visual State Space Model
    2024/01/18 by Yue Liu, Liu, Yue, Yunjie Tian +13 · 140 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  3. AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
    2023/09/27 by Seungwhan Moon, Andrea Madotto, Moon, Seungwhan +24 · 1 voice · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  4. Large Language Models for Software Engineering: A Systematic Literature Review
    2024/09/20 by Xinyi Hou, Yanjie Zhao, Yue Liu +7 · 1 voice · 85 citations
    Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
  5. Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?
    2023/08/20 by Kai Sun, Yifan Xu, Sun, Kai +7 · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  6. agriGO v2.0: a GO analysis toolkit for the agricultural community, 2017 update
    2017/05/04 by Tian Tian, Yue Liu, Hengyu Yan +5 · 9 citations
  7. Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues
    2024/01/27 by Yue Liu, Thanh Le-Cong, Ratnadira Widyasari +4 · 19 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Topic Modeling
  8. Decentralized Gradient Tracking with Local Steps
    2023/01/03 by Yue Liu, Liu, Yue, Tao Lin +5 · 9 citations
    Computer Science · Engineering · #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  9. Cluster-guided Contrastive Graph Clustering Network
    2023/01/03 by Xihong Yang, Yue Liu, Yang, Xihong +15 · 9 citations
    Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Recommender Systems and Techniques
  10. GuardReasoner: Towards Reasoning-based LLM Safeguards
    2025/01/30 by Yue Liu, Liu, Yue, Hongcheng Gao +15 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. The comparative genomics and complex population history of<i>Papio</i>baboons
    2019/01/04 by Jeffrey Rogers, Muthuswamy Raveendran, R. Alan Harris +39 · 1 voice · 4 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Chromosomal and Genetic Variations #Evolution and Genetic Dynamics #Genomic variations and chromosomal abnormalities
  12. At Which Training Stage Does Code Data Help LLMs Reasoning?
    2023/09/28 by Yingwei Ma, Yue Liu, Ma, Yingwei +11 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 27 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  14. A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource
    2022/11/23 by Yue Liu, Liu, Yue, Jun Xia +14 · 6 citations
    Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
  15. Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
    2026/01/17 by Mike A. Merrill, Alexander G. Shaw, Nicholas Carlini +82 · 3 voices · 4 citations
    Computer Science · #cs.SE #cs.AI
  16. On the Reliability and Explainability of Language Models for Program Generation
    2023/02/19 by Yue Liu, Chakkrit Tantithamthavorn, Liu, Yue +5 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
  17. DealMVC: Dual Contrastive Calibration for Multi-view Clustering
    2023/08/17 by Xihong Yang, Yang, Xihong, Jiaqi Jin +17 · 6 citations
    Social Sciences · Computer Science · #Advanced Computing and Algorithms #Video Surveillance and Tracking Methods #Face and Expression Recognition
  18. Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future
    2023/07/05 by Boming Xia, Xia, Boming, Dawen Zhang +9 · 5 citations
    Computer Science · #Blockchain Technology Applications and Security #Cloud Data Security Solutions #FOS: Computer and information sciences #Software Engineering (cs.SE)
  19. In-context Learning with Retrieved Demonstrations for Language Models: A Survey
    2024/01/21 by Man Luo, Luo, Man, Xin Xu +7 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Simple Contrastive Graph Clustering
    2022/05/11 by Yue Liu, Xihong Yang, Liu, Yue +5 · 4 citations
    Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Advanced Computing and Algorithms
  21. On Low Rank Directed Acyclic Graphs and Causal Structure Learning
    2020/06/10 by Zhuangyan Fang, Fang, Zhuangyan, Shengyu Zhu +9 · 3 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning
  22. CONVERT:Contrastive Graph Clustering with Reliable Augmentation
    2023/08/17 by Xihong Yang, Yang, Xihong, Cheng Tan +17 · 5 citations
    Computer Science · Social Sciences · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis
  23. Swin MAE: Masked Autoencoders for Small Datasets
    2022/12/28 by Zi'an Xu, Yin Dai, Xu, Zi'an +13 · 3 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
  24. Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild
    2026/03/30 by Yue Liu, Ratnadira Widyasari, Yanjie Zhao +3 · 3 voices · 2 citations
    #cs.SE
  25. Dink-Net: Neural Clustering on Large Graphs
    2023/05/28 by Yue Liu, Ke Liang, Liu, Yue +11 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Advanced Clustering Algorithms Research
  26. GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
    2025/05/16 by Yue Liu, Liu, Yue, Zhai, Shengfang +19 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Multimodal Machine Learning Applications #Topic Modeling
  27. On the Reliability and Explainability of Language Models for Program Generation
    2024/06/03 by Yue Liu, Chakkrit Tantithamthavorn, Yonghui Liu +1 · 4 citations
  28. Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability
    2023/11/22 by Boming Xia, Xia, Boming, Qinghua Lu +9 · 3 citations
    Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Software Engineering (cs.SE)
  29. Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation
    2024/04/20 by Yuheng Ji, Yue Liu, Ji, Yuheng +13 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  30. PatchDropout: Economizing Vision Transformers Using Patch Dropout
    2022/08/10 by Yue Liu, C. Matsoukas, Liu, Yue +7 · 2 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning
  31. MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
    2025/05/26 by Hui Chen, Miao Xiong, Chen, Hui +17 · 6 citations
    Computer Science · #Machine Learning and Data Classification
  32. Towards Concrete and Connected AI Risk Assessment (C2AIRA): A Systematic Mapping Study
    2023/01/27 by Boming Xia, Xia, Boming, Qinghua Lu +11 · 2 citations
    Business, Management and Accounting · Social Sciences · #Big Data and Business Intelligence #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Software Engineering (cs.SE)
  33. Deep Temporal Graph Clustering
    2023/05/18 by Meng Liu, Yue Liu, Liu, Meng +10 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. CC-Diff: Enhancing Contextual Coherence in Remote Sensing Image Synthesis
    2024/12/11 by Mu Zhang, Zhang, Mu, Liu, Yunfan +5 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Satellite Image Processing and Photogrammetry
  35. VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents
    2025/06/03 by Tri Cao, Bennett Lim, Cao, Tri +17 · 6 citations
    Computer Science · Psychology · #Advanced Malware Detection Techniques #Psychedelics and Drug Studies
  36. Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks
    2024/10/23 by Jianjun Wei, Yue Liu, Wei, Jianjun +8 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  37. Spin-liquid-based topological qubits
    2024/11/12 by Kai Klocke, Yue Liu, Klocke, Kai +5 · 3 citations
    Physics and Astronomy · #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum optics and atomic interactions #Strongly Correlated Electrons (cond-mat.str-el) #Theoretical and Computational Physics #Topological Materials and Phenomena
  38. A Systematic Literature Review on Blockchain Governance
    2021/05/12 by Yue Liu, Liu, Yue, Qinghua Lu +7 · 1 citation
    Business, Management and Accounting · Computer Science · #Blockchain Technology Applications and Security #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Software Engineering (cs.SE)
  39. Synthesis of facilely healable and recyclable imine vitrimers using biobased branched diamine and vanillin
    2023/07/14 by Huanbo Wang, Yuan Fu, Yue Liu +3 · 2 citations
    Materials Science · Chemistry · Chemical Engineering · #Polymer composites and self-healing #Synthetic Organic Chemistry Methods #Carbon dioxide utilization in catalysis
  40. Detecting the skewness of data from the five-number summary and its application in meta-analysis
    2020/10/12 by Jiandong Shi, Shi, Jiandong, Dehui Luo +11 · 1 citation
    Decision Sciences · #FOS: Computer and information sciences #Meta-analysis and systematic reviews #Methodology (stat.ME)
  41. EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
    2025/10/15 by Yun He, Juncheng Liu, He, Yufei +12 · 4 citations
    Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications
  42. CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic\n Masking of Cancer
    2021/12/02 by Moein Sorkhei, Yue Liu, Sorkhei, Moein +15 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Digital Radiography and Breast Imaging #Global Cancer Incidence and Screening
  43. FedSynth: Gradient Compression via Synthetic Data in Federated Learning
    2022/04/04 by Shengyuan Hu, Hu, Shengyuan, Jack Goetz +9 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data
  44. A Hybrid System for Learning Classical Data in Quantum States
    2020/12/01 by Samuel A. Stein, Ryan L'Abbate, Stein, Samuel A. +15 · 1 citation
    Computer Science · #FOS: Physical sciences #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  45. ControlCap: Controllable Region-level Captioning
    2024/01/31 by Yuzhong Zhao, Zhao, Yuzhong, Yue Liu +11 · 2 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #IoT-based Smart Home Systems
  46. Detecting the skewness of data from the five-number summary and its application in meta-analysis
    2023/05/10 by Jiandong Shi, Dehui Luo, Xiang Wan +4 · 1 citation
  47. DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution
    2024/05/25 by Yuzhong Zhao, Zhao, Yuzhong, Feng Liu +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
  48. Tag Your Fish in the Broken Net: A Responsible Web Framework for Protecting Online Privacy and Copyright
    2023/10/11 by Dawen Zhang, Boming Xia, Zhang, Dawen +15 · 1 citation
    Social Sciences · Computer Science · #Privacy, Security, and Data Protection #Web Data Mining and Analysis #Advanced Malware Detection Techniques
  49. Explainable Interfaces for Rapid Gaze-Based Interactions in Mixed Reality
    2024/04/21 by Mengjie Yu, Dustin Harris, Yu, Mengjie +27 · 1 citation
    Computer Science · Engineering · #Virtual Reality Applications and Impacts #Teleoperation and Haptic Systems #Gaze Tracking and Assistive Technology
  50. NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results
    2024/04/17 by Xin Li, Kun Yuan, Li, Xin +133 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
  51. Building Vision Models upon Heat Conduction
    2024/05/26 by Zhaozhi Wang, Yue Liu, Wang, Zhaozhi +9 · 1 citation
    Materials Science · #Machine Learning in Materials Science
  52. Kimi-Dev: Agentless Training as Skill Prior for SWE-Agents
    2025/09/27 by Zonghan Yang, Yang, Zonghan, Shengjie Wang +36 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering (cs.SE)
  53. Establishment of VCA and EBNA1 IgA‐based combination by enzyme‐linked immunosorbent assay as preferred screening method for nasopharyngeal carcinoma: a two‐stage design with a preliminary performance study and a mass screening in southern China
    2011/09/13 by Yue Liu, Qihong Huang, Wanli Liu +17 · 25 citations
    Medicine · #Viral-associated cancers and disorders #Respiratory viral infections research #Polyomavirus and related diseases
  54. Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey
    2023/10/27 by Xinyu She, She, Xinyu, Yue Liu +13 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
  55. NovoBench: Benchmarking Deep Learning-based De Novo Peptide Sequencing Methods in Proteomics
    2024/06/16 by Jingbo Zhou, Zhou, Jingbo, Shaorong Chen +15 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM) #vaccines and immunoinformatics approaches
  56. Efficient Reasoning via Chain of Unconscious Thought
    2025/05/26 by Gong, Ruihan, Yue Liu, Wenjie Qu +23 · 2 citations
    Computer Science · #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences
  57. Identify Then Recommend: Towards Unsupervised Group Recommendation
    2024/10/31 by Yue Liu, Liu, Yue, Shihao Zhu +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  58. Protect Your Secrets: Understanding and Measuring Data Exposure in VSCode Extensions
    2024/12/01 by Yue Liu, Liu, Yue, Chakkrit Tantithamthavorn +3 · 2 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Security and Verification in Computing #Cloud Data Security Solutions
  59. Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution
    2025/04/01 by Songran Bai, Bai, Songran, Yuheng Ji +9 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  60. Progress of the TianQin project
    2025/02/17 by Jun Luo, Luo, Jun, Shaojun Bai +233 · 1 citation
    Engineering · #Space Technology and Applications #Robotics and Automated Systems
  61. Metagenomic mining reveals novel viral histones in dsDNA viruses
    2025/02/20 by Yang Liu, Zhuru Hou, Wanshan Hao +3 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Environmental Science · Medicine · #Plant Virus Research Studies #Bacteriophages and microbial interactions #Herpesvirus Infections and Treatments
  62. Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
    2025/07/23 by Yun He, Ruoyu Li, He, Yufei +18 · 4 citations
    Computer Science · Engineering · Psychology · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Human-Automation Interaction and Safety
  63. LEADRE: Multi-Faceted Knowledge Enhanced LLM Empowered Display Advertisement Recommender System
    2024/11/21 by Fengxin Li, Li, Fengxin, Yi Li +24 · 1 citation
    Computer Science · #Web Data Mining and Analysis #Recommender Systems and Techniques #Video Analysis and Summarization
  64. Developing a microfluidic‐based epicPCR reveals diverse potential hosts of the <i>mcrA</i> gene in marine cold seep
    2025/02/01 by Wenli Shen, Danrui Wang, Jiangtao Li +12 · 1 voice · 1 citation
    Environmental Science · #Atmospheric and Environmental Gas Dynamics #Methane Hydrates and Related Phenomena #Microbial Community Ecology and Physiology
  65. Towards Cross-View Point Correspondence in Vision-Language Models
    2025/12/04 by Yipu Wang, Wang, Yipu, Yuheng Ji +22 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
  66. What Do Chinese-Language Generative Search Engines Cite and Surface? A Large-Scale Empirical Study
    2026/07/17 by Tao Zhen, Yue Liu, Gege Zhang +1 · 1 citation
    #cs.IR
  67. Compositional fingerprinting of Pistacia chinensis seed oil and derived biodiesel: a glyceride-rich fingerprint enabling sustainable fuel quality control
    2026/07/23 by Yue Liu, Yue Wang, Mingyang Cong +7
    Nursing · Engineering · Biochemistry, Genetics and Molecular Biology · #Nuts composition and effects #Biodiesel Production and Applications #Plant biochemistry and biosynthesis
  68. Guess Where You Go: Generative Next Point-of-Interest Recommendation in Amap
    2026/07/13 by Penglong Zhai, Bowen Zheng, Jie Li +8
    Computer Science · #cs.IR