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Xue Liu

  1. Hierarchical Gating Networks for Sequential Recommendation
    2019/06/21 by Chen Ma, Peng Kang, Ma, Chen +3 · 29 citations
    Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Image Retrieval and Classification Techniques
  2. Retrieval-Augmented Generation for Natural Language Processing: A Survey
    2024/07/18 by Shangyu Wu, Ying Xiong, Wu, Shangyu +19 · 1 voice · 24 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. Toward a Better Understanding of Fourier Neural Operators from a Spectral Perspective
    2024/04/10 by Shaoxiang Qin, Qin, Shaoxiang, Fuyuan Lyu +15 · 10 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  4. Teacher-Student Architecture for Knowledge Distillation: A Survey
    2023/08/08 by Chengming Hu, Xuan Li, Hu, Chengming +11 · 6 citations
    Computer Science · #Neural Networks and Applications #Online Learning and Analytics #Machine Learning and ELM
  5. Fourier neural operator for real-time simulation of 3D dynamic urban microclimate
    2023/08/08 by Wenhui Peng, Peng, Wenhui, Shaoxiang Qin +9 · 6 citations
    Earth and Planetary Sciences · Environmental Science · #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Numerical Analysis (math.NA) #Urban Heat Island Mitigation #Wind and Air Flow Studies
  6. Teacher-Student Architecture for Knowledge Learning: A Survey
    2022/10/28 by Chengming Hu, Hu, Chengming, Xuan Li +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics
  7. Layer-dependent interlayer antiferromagnetic spin reorientation in air-stable semiconductor CrSBr
    2022/05/11 by Chen Ye, Cong Wang, Ye, Chen +25 · 5 citations
    Materials Science · #2D Materials and Applications #Magnetic and transport properties of perovskites and related materials #Heusler alloys: electronic and magnetic properties
  8. Does "Like" Really Mean Like? A Study of the Facebook Fake Like Phenomenon and an Efficient Countermeasure
    2015/03/18 by Xinye Lin, Mingyuan Xia, Lin, Xinye +3 · 1 voice
    Computer Science · #Spam and Phishing Detection #Internet Traffic Analysis and Secure E-voting #Hate Speech and Cyberbullying Detection
  9. Structure-aware protein self-supervised learning
    2023/04/01 by Can Chen, Jingbo Zhou, Fan Wang +2 · 1 voice · 4 citations
    Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Machine Learning in Bioinformatics #vaccines and immunoinformatics approaches
  10. Large Language Models for Wireless Networks: An Overview from the Prompt Engineering Perspective
    2024/10/27 by Hao Zhou, Zhou, Hao, Chengming Hu +13 · 7 citations
    Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #IPv6, Mobility, Handover, Networks, Security #Networking and Internet Architecture (cs.NI) #Wireless Body Area Networks
  11. Optimizing Feature Set for Click-Through Rate Prediction
    2023/01/26 by Fuyuan Lyu, Lyu, Fuyuan, Xing Tang +9 · 4 citations
    Computer Science · Materials Science · Social Sciences · #Advanced Computing and Algorithms #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science
  12. ParetoFlow: Guided Flows in Multi-Objective Optimization
    2024/12/04 by Ye Yuan, Can Chen, Yuan, Ye +5 · 7 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Simulation Techniques and Applications #and Science (cs.CE)
  13. Memory Augmented Graph Neural Networks for Sequential Recommendation
    2019/12/26 by Chen Ma, Liheng Ma, Ma, Chen +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  14. LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
    2025/05/01 by Henry Peng Zou, Zou, Henry Peng, Wei Huang +27 · 9 citations
    Business, Management and Accounting · Computer Science · Engineering · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems #Semantic Web and Ontologies
  15. Parallel-mentoring for Offline Model-based Optimization
    2023/09/20 by Can Chen, Chen, Can, Christopher Beckham +7 · 3 citations
    Computer Science · Materials Science · #Advanced Multi-Objective Optimization Algorithms #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning and Data Classification #Machine Learning in Materials Science #and Science (cs.CE)
  16. Peptidyl-prolyl isomerase Pin1 deficiency attenuates angiotensin II-induced abdominal aortic aneurysm formation in ApoE−/− mice
    2017/12/18 by Er-shun Liang, Er‐shun Liang, Wen Cheng +7 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Signaling Pathways in Disease #Macrophage Migration Inhibitory Factor #Galectins and Cancer Biology
  17. Deep learning in multiple animal tracking: A survey
    2024/06/25 by Yeqiang Liu, Weiran Li, Xue Liu +2 · 4 citations
    Computer Science · Environmental Science · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Water Quality Monitoring Technologies
  18. A Comparative Study of Rule Extraction for Recurrent Neural Networks
    2018/01/16 by Qinglong Wang, Kaixuan Zhang, Wang, Qinglong +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #semigroups and automata theory
  19. Structure-aware Protein Self-supervised Learning
    2022/04/06 by Can Chen, Chen, Can, Jingbo Zhou +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Chemical Synthesis and Analysis #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM) #RNA and protein synthesis mechanisms
  20. Revealing nanoscale structural phase separation in La3Ni2O7-δ single crystal via scanning near-field optical microscopy
    2024/10/09 by Xiaoxiang Zhou, Weihong He, Zhou, Xiaoxiang +35 · 4 citations
    Engineering · Materials Science · Physics and Astronomy · #Chalcogenide Semiconductor Thin Films #FOS: Physical sciences #Force Microscopy Techniques and Applications #Quantum Dots Synthesis And Properties #Superconductivity (cond-mat.supr-con)
  21. From Capture to Display: A Survey on Volumetric Video
    2023/09/11 by Yili Jin, Jin, Yili, Kaiyuan Hu +7 · 1 voice · 3 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #Networking and Internet Architecture (cs.NI) #cs.MM #cs.NI #eess.IV #electronic engineering #information engineering
  22. Importance-aware Co-teaching for Offline Model-based Optimization
    2023/09/20 by Ye Yuan, Yuan, Ye, Can Chen +7 · 2 citations
    Computer Science · Materials Science · #Machine Learning and Data Classification #Machine Learning in Materials Science
  23. Modeling Multivariable High-resolution 3D Urban Microclimate Using Localized Fourier Neural Operator
    2024/11/18 by Shaoxiang Qin, Dongxue Zhan, Qin, Shaoxiang +15 · 3 citations
    Earth and Planetary Sciences · Environmental Science · #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Remote Sensing and Land Use #Remote Sensing in Agriculture #Urban Heat Island Mitigation
  24. Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation
    2021/01/13 by Chen Ma, Ma, Chen, Liheng Ma +9 · 1 citation
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Advanced Bandit Algorithms Research
  25. 3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery
    2025/02/07 by Xiuyuan Hu, Hu, Xiuyuan, Guoqing Liu +9 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Computational Drug Discovery Methods #bioluminescence and chemiluminescence research #Nanotechnology research and applications
  26. Maternal inflammation induces spatial learning and memory impairment in the F1 and F2 generations of mice via sex-specific epigenetic mechanisms
    2022/10/01 by Zhe-Zhe Zhang, Jing Chen, Bao-Ling Luo +6 · 1 citation
  27. Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction Models
    2024/11/24 by Kexin Zhang, Fuyuan Lyu, Zhang, Kexin +13 · 2 citations
    Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Nuclear Physics and Applications
  28. Future extreme precipitation amplified by intensified mesoscale moisture convergence
    2025/11/18 by Ping Chang, Dan Fu, Xue Liu +12 · 1 voice · 2 citations
    Environmental Science · Earth and Planetary Sciences · #Climate variability and models #Cryospheric studies and observations #Meteorological Phenomena and Simulations
  29. How to Train Your LLM Web Agent: A Statistical Diagnosis
    2025/07/05 by Dheeraj Vattikonda, Vattikonda, Dheeraj, S. Ravichandran +29 · 5 citations
    Computer Science · #Digital Rights Management and Security
  30. The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
    2024/05/14 by Ziquan Liu, Liu, Ziquan, Yufei Cui +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
  31. Ternary Quantization: A Survey
    2023/03/02 by Dan Liu, Xue Liu, Liu, Dan +1 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  32. Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation
    2025/03/31 by Dun Yuan, Hao Zhou, Yuan, Dun +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  33. Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks
    2016/10/06 by Qinglong Wang, Wang, Qinglong, Wenbo Guo +15 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Hyperspherical Quantization: Toward Smaller and More Accurate Models
    2022/12/24 by Dan Liu, Liu, Dan, Xi Chen +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
  35. Overview of FinMMEval 2026 Task 1: Multilingual Financial Multiple-Choice Question Answering
    2026/07/22 by Zhuohan Xie, Yuyang Dai, Rania Elbadry +18 · 1 citation
    #cs.CL #cs.AI #cs.CE
  36. Branching Policy Optimization: Sandbox-Native Language Agent Reinforcement Learning
    2026/07/15 by Bowei He, Yankai Chen, Xiaokun Zhang +1
    #cs.LG #cs.CL
  37. Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility
    2026/07/30 by Yansen Zhang, Yilu Liu, Tianyu Liu +6
    Computer Science · #cs.LG #cs.AI
  38. Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language
    2026/07/30 by Changjiang Han, Qingyang Li, Yaqiang Zang +4
    Computer Science · #cs.IR
  39. Overview of FinMMEval 2026 Task 2: Multilingual Financial Short-Answer Question Answering
    2026/07/22 by Zhuohan Xie, Xueqing Peng, Georgi Georgiev +18 · 1 citation
    #cs.CL #cs.AI #cs.CE