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Xin Liu

  1. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
    DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
    2025/01/22 by DeepSeek-AI, Daya Guo, Dejian Yang +404 · 93 voices · 1702 citations
    Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
  2. DeepSeek-V3 Technical Report
    2024/12/27 by DeepSeek-AI, Aixin Liu, Bei Feng +404 · 39 voices · 7 citations
    Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
  3. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1375 citations
    #cs.CL #cs.AI
  4. DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
    2024/05/07 by DeepSeek-AI, Aixin Liu, Bei Feng +310 · 5 voices · 248 citations
    Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
  5. Towards a Science of Scaling Agent Systems
    2025/12/09 by Yubin Kim, Ken Gu, Kim, Yubin +36 · 11 voices · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
  6. DAPO: An Open-Source LLM Reinforcement Learning System at Scale
    2025/03/18 by Qiying Yu, Yu, Qiying, Zheng Zhang +67 · 1 voice · 691 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  7. Medical Hallucinations in Foundation Models and Their Impact on Healthcare
    2025/02/26 by Yubin Kim, Hyewon Jeong, Kim, Yubin +51 · 12 voices · 27 citations
    #cs.CL #cs.AI #cs.CY
  8. Large Language Models are Few-Shot Health Learners
    2023/05/24 by Xin Liu, Liu, Xin, Daniel McDuff +21 · 1 voice · 13 citations
    Computer Science · #Machine Learning in Healthcare #Topic Modeling #cs.CL #cs.LG
  9. DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
    2024/01/05 by DeepSeek-AI, Xiao Guo Bi, : +170 · 111 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  10. UI-TARS: Pioneering Automated GUI Interaction with Native Agents
    2025/01/21 by Yujia Qin, Qin, Yujia, Yining Ye +64 · 148 citations
    Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Mobile Agent-Based Network Management #Business Process Modeling and Analysis
  11. MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models
    2023/11/29 by Xin Liu, Yichen Zhu, Liu, Xin +8 · 59 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  12. VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks
    2025/04/07 by Yue Yu, Yu Yue, Yufeng Yuan +54 · 1 voice · 89 citations
    Computer Science · #Reinforcement Learning in Robotics #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications
  13. Gemma 4 Technical Report
    2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
    #cs.CL #cs.AI
  14. Phylogenomics reveals multiple losses of nitrogen-fixing root nodule symbiosis
    2018/05/24 by Maximilian Griesmann, Yue Chang, Xin Liu +39 · 1 voice · 14 citations
    Agricultural and Biological Sciences · #Legume Nitrogen Fixing Symbiosis #Nematode management and characterization studies #Plant nutrient uptake and metabolism
  15. An atlas of the protein-coding genes in the human, pig, and mouse brain
    2020/03/05 by Evelina Sjöstedt, Wen Zhong, Linn Fagerberg +27 · 21 citations
    Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification #Machine Learning in Bioinformatics #RNA and protein synthesis mechanisms
  16. MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
    2024/02/23 by Ziheng Jiang, Haibin Lin, Jiang, Ziheng +61 · 33 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  17. DPatch: An Adversarial Patch Attack on Object Detectors
    2018/06/05 by Xin Liu, Huanrui Yang, Liu, Xin +9 · 17 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Advanced Neural Network Applications
  18. IPO: Interior-point Policy Optimization under Constraints
    2019/10/21 by Yongshuai Liu, Jiaxin Ding, Liu, Yongshuai +3 · 17 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Autonomous Vehicle Technology and Safety #Smart Parking Systems Research
  19. Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
    2020/06/06 by Xin Liu, Liu, Xin, Josh Fromm +5 · 16 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Healthcare Technology and Patient Monitoring #Image and Video Processing (eess.IV) #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering
  20. RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
    2024/04/18 by Chao Jin, Zili Zhang, Jin, Chao +11 · 1 voice · 20 citations
    #cs.DC #cs.CL #cs.LG
  21. ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
    2024/10/28 by Sun, Hanshi, Li‐Wen Chang, Wenlei Bao +14 · 27 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Time Series Analysis and Forecasting
  22. Multi-omics landscape and molecular basis of radiation tolerance in a tardigrade
    2024/10/24 by Lei Li, Z. W. Ge, Shihao Liu +33 · 1 voice · 14 citations
    Agricultural and Biological Sciences · Medicine · #Tardigrade Biology and Ecology #Biocrusts and Microbial Ecology #Spaceflight effects on biology
  23. BIG-Bench Extra Hard
    2025/02/26 by Mehran Kazemi, Kazemi, Mehran, Bahare Fatemi +37 · 35 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  24. Baiji genomes reveal low genetic variability and new insights into secondary aquatic adaptations
    2013/10/29 by Xuming Zhou, Fengming Sun, Shixia Xu +34 · 1 voice · 5 citations
    Environmental Science · Biochemistry, Genetics and Molecular Biology · #Marine animal studies overview #Genomics and Phylogenetic Studies #Identification and Quantification in Food
  25. The determinants of Chinese outward foreign direct investment
    2007/05/24 by Peter J. Buckley, Peter J Buckley, Jeremy Clegg +6 · 6 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #International Business and FDI #Corporate Finance and Governance #Global trade and economics
  26. Client Selection in Federated Learning: Principles, Challenges, and Opportunities
    2022/11/03 by Lei Fu, Huanle Zhang, Fu, Lei +7 · 12 citations
    Computer Science · Social Sciences · #Access Control and Trust #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  27. Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems
    2019/04/01 by Yuxuan Sun, Xueying Guo, Jinhui Song +4 · 12 citations
    Computer Science · Decision Sciences · #Age of Information Optimization #Advanced Bandit Algorithms Research #IoT and Edge/Fog Computing
  28. Global marine microbial diversity and its potential in bioprospecting
    2024/09/04 by Jianwei Chen, Yangyang Jia, Ying Sun +49 · 1 voice · 14 citations
    Environmental Science · Biochemistry, Genetics and Molecular Biology · #Microbial Community Ecology and Physiology #Genomics and Phylogenetic Studies #Enzyme Production and Characterization
  29. iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis
    2021/07/01 by Xin Liu, Henglin Shi, Liu, Xin +9 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  30. EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement
    2021/10/09 by Xin Liu, Liu, Xin, Brian L. Hill +7 · 9 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques
  31. FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion
    2024/06/11 by Li‐Wen Chang, Wenlei Bao, Chang, Li-Wen +22 · 16 citations
    Computer Science · Neuroscience · #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques #Brain Tumor Detection and Classification
  32. Resequencing 545 ginkgo genomes across the world reveals the evolutionary history of the living fossil
    2019/09/13 by Yunpeng Zhao, Guangyi Fan, Ping-Ping Yin +25 · 1 voice · 6 citations
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · Medicine · #Genomics and Phylogenetic Studies #Plant Diversity and Evolution #Ginkgo biloba and Cashew Applications
  33. rPPG-Toolbox: Deep Remote PPG Toolbox
    2022/10/03 by Xin Liu, Liu, Xin, Girish Narayanswamy +14 · 11 citations
    Engineering · Medicine · #Non-Invasive Vital Sign Monitoring #Hemodynamic Monitoring and Therapy #Optical Imaging and Spectroscopy Techniques
  34. PD-1 Controls Follicular T Helper Cell Positioning and Function
    2018/07/31 by Jingwen Shi, Shiyue Hou, Qian Fang +3 · 1 voice · 5 citations
    Immunology and Microbiology · Medicine · #Immune Cell Function and Interaction #T-cell and B-cell Immunology #Cancer Immunotherapy and Biomarkers
  35. Towards a Personal Health Large Language Model
    2024/06/10 by Justin Cosentino, Anastasiya Belyaeva, Cosentino, Justin +65 · 1 voice · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  36. Empty-car routing in ridesharing systems
    2016/09/23 by Anton Braverman, Braverman, Anton, J. G. Dai +5 · 6 citations
    Engineering · Social Sciences · #60F99 #60J27 #60K25 #Electric Vehicles and Infrastructure #FOS: Mathematics #Probability (math.PR) #Transportation Planning and Optimization #Transportation and Mobility Innovations
  37. Auditing YouTube’s recommendation system for ideologically congenial, extreme, and problematic recommendations
    2023/12/05 by Muhammad Haroon, Magdalena Wojcieszak, Anshuman Chhabra +3 · 1 voice · 9 citations
    Social Sciences · Computer Science · #Misinformation and Its Impacts #Media Influence and Politics #Hate Speech and Cyberbullying Detection
  38. The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
    2024/04/16 by Bin Ren, Ren, Bin, Nancy Mehta +227 · 12 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  39. Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging
    2024/02/22 by Yuzhe Yang, Yang, Yuzhe, Yujia Liu +15 · 9 citations
    Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
    2024/04/21 by Chunkit Chan, Chan, Chunkit, Yauwai Yim +16 · 11 citations
    Psychology · Neuroscience · #Action Observation and Synchronization #Neural and Behavioral Psychology Studies
  41. UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
    2025/09/02 by Haoming Wang, Haoyang Zou, Wang, Haoming +201 · 50 citations
    Computer Science · Psychology · Engineering · #Context-Aware Activity Recognition Systems #Social Robot Interaction and HRI #Robotics and Automated Systems
  42. Deep Learning for Encrypted Traffic Classification: An Overview
    2019/05/01 by Shahbaz Rezaei, Xin Liu · 4 citations
  43. Simplifying approach to Node Classification in Graph Neural Networks
    2021/11/12 by S. K. Maurya, Maurya, Sunil Kumar, Xin Liu +3 · 5 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Materials Science
  44. ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development
    2024/07/29 by Borui Wan, Wan, Borui, Mingji Han +19 · 9 citations
    Computer Science · Decision Sciences · Business, Management and Accounting · #Distributed and Parallel Computing Systems #Scientific Computing and Data Management #Business Process Modeling and Analysis
  45. FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
    2022/11/15 by Changlong Yu, Weiqi Wang, Yu, Changlong +14 · 5 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Web Data Mining and Analysis
  46. EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning
    2024/08/21 by Bohao Xing, Zitong Yu, Xing, Bohao +15 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. Exploring Changing-look Active Galactic Nuclei with the Sloan Digital Sky Survey V: First Year Results
    2024/01/03 by Grisha Zeltyn, Benny Trakhtenbrot, Michael Eracleous +32 · 1 voice · 5 citations
    Physics and Astronomy · #astro-ph.GA #astro-ph.HE
  48. Oxide-film-dependent tribological behaviors of Ti3SiC2
    2006/12/14 by Zhenying Huang, Hongxiang Zhai, Minglin Guan +3 · 2 citations
    Materials Science · Engineering · #MXene and MAX Phase Materials #Aluminum Alloys Composites Properties #Metal and Thin Film Mechanics
  49. Comet: Fine-grained Computation-communication Overlapping for Mixture-of-Experts
    2025/02/27 by S. J. Zhang, Zhang, Shulai, Ningxin Zheng +20 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Mobile Crowdsensing and Crowdsourcing #Big Data and Digital Economy
  50. Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns
    2023/12/23 by Xin Liu, Liu, Xin, Zheng Li +13 · 6 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
  51. Dissolving Constraints for Riemannian Optimization
    2022/03/19 by Nachuan Xiao, Xiao, Nachuan, Xin Liu +3 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Mathematics · #Bone Metabolism and Diseases #FOS: Mathematics #Nonlinear Partial Differential Equations #Numerical methods in inverse problems #Optimization and Control (math.OC)
  52. MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism
    2025/04/03 by Ruidong Zhu, Zhu, Ruidong, Ziheng Jiang +35 · 14 citations
    Computer Science · #Advanced Neural Network Applications #Big Data and Digital Economy #Domain Adaptation and Few-Shot Learning
  53. ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs
    2022/10/06 by Yujia Zhai, Chengquan Jiang, Zhai, Yujia +13 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Topic Modeling
  54. Self-Supervised Learning via Maximum Entropy Coding
    2022/10/20 by Xin Liu, Liu, Xin, Zhongdao Wang +5 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
  55. WeatherQA: Can Multimodal Language Models Reason about Severe Weather?
    2024/06/17 by Zhanxiang Hua, Ma, Chengqian, Hua, Zhanxiang +8 · 6 citations
    Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate Change Communication and Perception #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Topic Modeling
  56. A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection
    2024/02/29 by Chao Hao, Zitong Yu, Hao, Chao +9 · 6 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Visual Attention and Saliency Detection
  57. SimPer: Simple Self-Supervised Learning of Periodic Targets
    2022/10/06 by Yuzhe Yang, Xin Liu, Yang, Yuzhe +11 · 4 citations
    Engineering · #Advanced Chemical Sensor Technologies
  58. Observation Timeline for the Potential Lunar Impact of Asteroid 2024 YR <sub>4</sub>
    2026/01/15 by Yifan He, Yifan 一凡 He 贺, Yixuan 亦烜 Wu 吴 +11 · 5 voices · 1 citation
    Physics and Astronomy · Engineering · #Astro and Planetary Science #Planetary Science and Exploration #Space Satellite Systems and Control
  59. CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
    2024/01/14 by Weiqi Wang, Wang, Weiqi, Tianqing Fang +20 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  60. Spatiotemporal optical vortices with controllable radial and azimuthal quantum numbers
    2024/01/25 by Xin Liu, Liu, Xin, Qian Cao +9 · 5 citations
    Physics and Astronomy · #Orbital Angular Momentum in Optics #Advanced Fiber Laser Technologies #Nonlinear Waves and Solitons
  61. The genome sequences of Arachis duranensis and Arachis ipaensis, the diploid ancestors of cultivated peanut
    2016/02/22 by David John Bertioli, Steven B Cannon, Lutz Froenicke +36 · 2 citations
  62. Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey
    2024/04/25 by Marcos V. Conde, Zhijun Lei, Conde, Marcos V. +146 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Fluorescence Microscopy Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
  63. What Are the Odds? Language Models Are Capable of Probabilistic Reasoning
    2024/06/18 by Akshay Paruchuri, Jake Garrison, Paruchuri, Akshay +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  64. Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
    2023/12/25 by Jiaxin Bai, Bai, Jiaxin, Yicheng Wang +9 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  65. Structure and function of the <i>Arabidopsis</i> ABC transporter ABCB19 in brassinosteroid export
    2024/03/21 by Wei Ying, Yaowei Wang, Hong Wei +13 · 2 voices · 4 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Molecular Biology Research #Photosynthetic Processes and Mechanisms #Plant Stress Responses and Tolerance
  66. CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation
    2026/02/27 by Weinan Dai, Hanlin Wu, Qiying Yu +13 · 3 voices · 2 citations
    Computer Science · #cs.LG #cs.AI
  67. Triton-distributed: Programming Overlapping Kernels on Distributed AI Systems with the Triton Compiler
    2025/04/28 by Size Zheng, Zheng, Size, Wenlei Bao +40 · 9 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Distributed and Parallel Computing Systems
  68. Influence of the pore size and porosity of selective laser melted Ti6Al4V ELI porous scaffold on cell proliferation, osteogenesis and bone ingrowth
    2019/10/07 by Ziyu Chen, Xingchen Yan, Shuo Yin +10 · 2 citations
    Dentistry · Engineering · #Additive Manufacturing Materials and Processes #Bone Tissue Engineering Materials #Dental materials and restorations
  69. Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language Models
    2024/03/10 by Minjie Zhu, Yichen Zhu, Zhu, Minjie +17 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
  70. Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning
    2020/11/08 by Nader Bouacida, Bouacida, Nader, Jiahui Hou +5 · 2 citations
    Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  71. A Penalty-free Infeasible Approach for a Class of Nonsmooth Optimization Problems over the Stiefel Manifold
    2021/03/05 by Nachuan Xiao, Xin Liu, Xiao, Nachuan +3 · 2 citations
    Computer Science · Engineering · Mathematics · #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
  72. LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses
    2023/10/30 by Xin Liu, Muhammad Khalifa, Liu, Xin +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  73. Answer Convergence as a Signal for Early Stopping in Reasoning
    2025/06/03 by Xin Liu, Lu Wang, Liu, Xin +1 · 11 citations
    Computer Science · Psychology · #AI-based Problem Solving and Planning #Child and Animal Learning Development #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  74. Virtual Width Networks
    2025/11/14 by Baisheng Li, Seed, Banggu Wu +250 · 2 voices
    Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques #cs.AI #cs.LG
  75. Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching
    2021/12/16 by Xin Liu, Yangqiu Song, Liu, Xin +1 · 2 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  76. SensorLM: Learning the Language of Wearable Sensors
    2025/06/10 by Yuwei Zhang, Zhang, Yuwei, Kumar Ayush +37 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  77. YouTube, The Great Radicalizer? Auditing and Mitigating Ideological Biases in YouTube Recommendations
    2022/03/20 by Muhammad Haroon, Anshuman Chhabra, Haroon, Muhammad +9 · 2 citations
    Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Sentiment Analysis and Opinion Mining #Social Media and Politics
  78. MMRo: Are Multimodal LLMs Eligible as the Brain for In-Home Robotics?
    2024/06/28 by Jinming Li, Li, Jinming, Yichen Zhu +17 · 5 citations
    Engineering · Computer Science · #Robotics and Automated Systems #Speech and dialogue systems #AI in Service Interactions
  79. ZSMerge: Zero-Shot KV Cache Compression for Memory-Efficient Long-Context LLMs
    2025/03/13 by Xin Liu, Liu, Xin, Xudong Wang +5 · 7 voices · 2 citations
    Computer Science · #Big Data and Digital Economy #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques #cs.AI #cs.CL
  80. GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
    2022/11/04 by Xuhai Xu, Xu, Xuhai, Han Zhang +29 · 2 citations
    Psychology · Computer Science · #Digital Mental Health Interventions #Innovative Human-Technology Interaction #Mental Health Research Topics
  81. Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing
    2023/02/11 by Zitong Yu, Rizhao Cai, Yu, Zitong +9 · 2 citations
    Computer Science · Medicine · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Reconstructive Facial Surgery Techniques
  82. An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints
    2021/02/10 by Xin Liu, Liu, Xin, Bin Li +5 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
  83. Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model
    2024/07/02 by Cong Cao, Cao, Cong, Huanjing Yue +5 · 3 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Image Processing Techniques and Applications
  84. How Powerful is Graph Filtering for Recommendation
    2024/06/13 by Shaowen Peng, Xin Liu, Peng, Shaowen +5 · 3 citations
    Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Sentiment Analysis and Opinion Mining
  85. Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge
    2024/03/11 by Yuting Zhang, Zhang, Yuting, Hao Lu +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Sensor Technology and Measurement Systems
  86. Community Detection in Complex Networks using Link Prediction
    2016/11/01 by Huimin Cheng, Cheng, Hui-Min, Yi-Zi Ning +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  87. Joint Reconstruction of Multi-contrast Images and Multi-channel Coil Sensitivities
    2017/07/27 by Zhongzhou Chen, Yanan Ren, Shi Su +5 · 1 citation
  88. Extended ADMM and BCD for Nonseparable Convex Minimization Models with Quadratic Coupling Terms: Convergence Analysis and Insights
    2015/08/02 by Caihua Chen, Chen, Caihua, Min Li +5 · 2 citations
    Computer Science · Engineering · Mathematics · #65K05 #90C26 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  89. Gentopia: A Collaborative Platform for Tool-Augmented LLMs
    2023/08/08 by Binfeng Xu, Xu, Binfeng, Xin Liu +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
  90. Recaptured Raw Screen Image and Video Demoiréing via Channel and Spatial Modulations
    2023/10/31 by Huanjing Yue, Yijia Cheng, Yue, Huanjing +5 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
  91. Multi-Messenger Astrophysics with Pulsar Timing Arrays
    2019/03/18 by Luke Zoltan Kelley, Maria Charisi, Kelley, Luke Zoltan +60 · 1 citation
    Physics and Astronomy · #Astrophysical Phenomena and Observations #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Pulsars and Gravitational Waves Research #Radio Astronomy Observations and Technology
  92. LSM-2: Learning from Incomplete Wearable Sensor Data
    2025/06/05 by Maxwell A. Xu, Xu, Maxwell A., Girish Narayanswamy +47 · 6 citations
    Computer Science · Engineering · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring
  93. An orthogonalization-free parallelizable framework for all-electron calculations in density functional theory
    2020/07/28 by Bin Gao, Guanghui Hu, Gao, Bin +5 · 1 citation
    Physics and Astronomy · Chemistry · #Advanced Chemical Physics Studies #Zeolite Catalysis and Synthesis #Advanced NMR Techniques and Applications
  94. FacialPulse: An Efficient RNN-based Depression Detection via Temporal Facial Landmarks
    2024/08/07 by Ruiqi Wang, Jinyang Huang, Wang, Ruiqi +14 · 3 citations
    Psychology · Computer Science · #Emotion and Mood Recognition #Face recognition and analysis #Mental Health via Writing
  95. Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
    2023/05/30 by Jiaxin Bai, Xin Liu, Bai, Jiaxin +7 · 2 citations
    Computer Science · #Semantic Web and Ontologies #Topic Modeling #Advanced Graph Neural Networks
  96. Neural Subgraph Isomorphism Counting
    2019/12/25 by Xin Liu, Haojie Pan, Liu, Xin +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  97. Symplectic Runge-Kutta discretization of a regularized forward-backward sweep iteration for optimal control problems
    2019/12/15 by Xin Liu, Jason Frank, Liu, Xin +1 · 1 citation
    Engineering · Mathematics · Physics and Astronomy · #37M15 #49M205 #65L06 #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
  98. MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
    2025/06/04 by Ran Xu, Xu, Ran, Yuchen Zhuang +29 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  99. Emerging insights into the pathogenesis and therapeutic strategies for vascular endothelial injury-associated diseases: focus on mitochondrial dysfunction
    2024/07/26 by Boxian Pang, Guangtong Dong, Tieliang Pang +4 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Medicine · #Acute Kidney Injury Research #Mitochondrial Function and Pathology #Neutrophil, Myeloperoxidase and Oxidative Mechanisms
  100. Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond
    2024/08/06 by Jichuan Zhang, Yali Li, Zhang, Jichuan +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and ELM #Neural Networks and Applications
  101. A facile microfluidic paper-based analytical device for acetylcholinesterase inhibition assay utilizing organic solvent extraction in rapid detection of pesticide residues in food
    2019/12/02 by Lili Jin, Zhenxia Hao, Qinqin Zheng +5 · 15 citations
    Engineering · Agricultural and Biological Sciences · #Electrochemical sensors and biosensors #Biosensors and Analytical Detection #Pesticide Residue Analysis and Safety
  102. BaGuaLu
    2022/03/28 by Zixuan Ma, Jiaao He, Jiezhong Qiu +22 · 1 voice · 1 citation
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques
  103. No frame left behind: Full Video Action Recognition
    2021/03/29 by Xin Liu, Silvia L. Pintea, Liu, Xin +7 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition
  104. Solving Optimization Problems over the Stiefel Manifold by Smooth Exact Penalty Function
    2021/10/18 by Nachuan Xiao, Xiao, Nachuan, Xin Liu +1 · 1 citation
    Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Advanced Optimization Algorithms Research #FOS: Mathematics #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
  105. Zero Mach Number Limit of the Compressible Primitive Equations: Ill-prepared Initial Data
    2022/08/03 by Xin Liu, Edriss S. Titi, Liu, Xin +1 · 1 citation
    Engineering · Mathematics · #35B25 #35B40 #76N10 #Analysis of PDEs (math.AP) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Fluid Dynamics and Aerodynamics #FOS: Mathematics #FOS: Physical sciences #Navier-Stokes equation solutions #Numerical methods in inverse problems
  106. Dynamic 3D chromatin organization and epigenetic regulation of gene expression in peanut nodules
    2025/08/13 by Lixiang Wang, Chunhai Mai, Suqin He +8 · 1 voice · 2 citations
    Agricultural and Biological Sciences · #Legume Nitrogen Fixing Symbiosis #Peanut Plant Research Studies #Plant Disease Resistance and Genetics
  107. EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs
    2024/03/30 by Jiayang, Cheng, Lin Qiu, Qiu, Lin +8 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  108. MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models
    2024/11/15 by Jianhong Tu, Tu, Jianhong, Zheng Ni +19 · 2 citations
    Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques
  109. Federated Remote Physiological Measurement with Imperfect Data
    2022/03/11 by Xin Liu, Liu, Xin, Mingchuan Zhang +7 · 1 citation
    Computer Science · Environmental Science · #Privacy-Preserving Technologies in Data #Air Quality Monitoring and Forecasting #IoT and Edge/Fog Computing
  110. From Correlation to Causation: Max-Pooling-Based Multi-Instance Learning Leads to More Robust Whole Slide Image Classification
    2024/08/18 by Xin Liu, Liu, Xin, Weijia Zhang +6 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
  111. Behaviour-Diverse Automatic Penetration Testing: A Curiosity-Driven Multi-Objective Deep Reinforcement Learning Approach
    2022/02/22 by Yizhou Yang, Yang, Yizhou, Xin Liu +1 · 1 citation
    Computer Science · Medicine · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Viral Infections and Outbreaks Research
  112. Answering Diverse Questions via Text Attached with Key Audio-Visual Clues
    2024/03/11 by Qilang Ye, Zitong Yu, Ye, Qilang +3 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems #Video Analysis and Summarization
  113. Ethereum Fraud Detection with Heterogeneous Graph Neural Networks
    2022/03/23 by Hiroki Kanezashi, Toyotaro Suzumura, Kanezashi, Hiroki +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  114. Well-Posedness of Hibler’s Dynamical Sea-Ice Model
    2022/05/20 by Xin Liu, Marita Thomas, Edriss S. Titi · 1 citation
  115. GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs
    2022/10/19 by Xin Liu, Liu, Xin, Xiaofei Shao +7 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Optical measurement and interference techniques #Image Processing Techniques and Applications
  116. Design and additive manufacturing of bionic hybrid structure inspired by cuttlebone to achieve superior mechanical properties and shape memory function
    2024/05/24 by Luhao Yuan, Dongdong Gu, Xin Liu +8 · 1 voice · 2 citations
    Engineering · #Additive Manufacturing and 3D Printing Technologies
  117. VoxCPM: Tokenizer-Free TTS for Context-Aware Speech Generation and True-to-Life Voice Cloning
    2025/09/29 by Yixuan Zhou, Zhou, Yixuan, Guoqing Zeng +21 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Speech and Audio Processing
  118. On optimal zero-padding of kernel truncation method
    2022/09/25 by Xin Liu, Liu, Xin, Qinglin Tang +5 · 1 citation
    Physics and Astronomy · Engineering · #Electromagnetic Scattering and Analysis #Electromagnetic Simulation and Numerical Methods #Advanced Numerical Methods in Computational Mathematics
  119. Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation
    2022/09/23 by Zhongwei Wan, Xin Liu, Wan, Zhongwei +13 · 1 citation
    Computer Science · Psychology · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Mental Health via Writing
  120. A Decentralized Proximal Gradient Tracking Algorithm for Composite Optimization on Riemannian Manifolds
    2024/01/21 by Lei Wang, Le Bao, Wang, Lei +3 · 2 citations
    Computer Science · Engineering · Mathematics · #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
  121. Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints
    2022/11/27 by Hengquan Guo, Guo, Hengquan, Qi Zhu +3 · 1 citation
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference #Explainable Artificial Intelligence (XAI)
  122. EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association
    2025/05/21 by Weiqi Wang, Limeng Cui, Wang, Weiqi +31 · 5 citations
    Computer Science · #Software Engineering Research
  123. An injectable peptide hydrogel with excellent self-healing ability to continuously release salvianolic acid B for myocardial infarction
    2021/04/29 by Rui Chen, Chenqi Zhu, Xu Liu +12 · 1 citation
    Materials Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Electrospun Nanofibers in Biomedical Applications #Tissue Engineering and Regenerative Medicine #Connective tissue disorders research
  124. Unsupervised HDR Image and Video Tone Mapping via Contrastive Learning
    2023/03/13 by Cong Cao, Huanjing Yue, Cao, Cong +5 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  125. Simulations of the Impact of Lakes on Local and Regional Climate Over the Tibetan Plateau
    2017/11/30 by Lingjing Zhu, Jiming Jin, Xin Liu +2 · 1 citation
    Environmental Science · Earth and Planetary Sciences · #Climate variability and models #Cryospheric studies and observations #Meteorological Phenomena and Simulations
  126. HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks
    2024/10/19 by Xin Liu, Weijia Zhang, Liu, Xin +3 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Methodology (stat.ME)
  127. Stability of SARS-CoV-2 on inanimate surfaces: A review
    2023/04/20 by Jiayao Xu, Chengyin Xu, Ruilin Chen +14 · 1 citation
    Medicine · #Infection Control and Ventilation
  128. MuxFlow: Efficient and Safe GPU Sharing in Large-Scale Production Deep Learning Clusters
    2023/03/24 by Yihao Zhao, Xin Liu, Zhao, Yihao +13 · 1 citation
    Neuroscience · Computer Science · #Brain Tumor Detection and Classification #Cloud Computing and Resource Management #IoT and Edge/Fog Computing
  129. Dual-Stream Diffusion Net for Text-to-Video Generation
    2023/08/16 by Binhui Liu, Xin Liu, Liu, Binhui +10 · 1 citation
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  130. MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge Conditioning
    2023/08/04 by Haoyi Xiu, Xin Liu, Xiu, Haoyi +7 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  131. Sample-efficient Unsupervised Policy Cloning from Ensemble Self-supervised Labeled Videos
    2024/12/14 by Xin Liu, Yaran Chen, Liu, Xin +2 · 3 citations
    Computer Science · Environmental Science · #Advanced Technologies in Various Fields #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Hydrological Forecasting Using AI
  132. Caloric restriction prevents inheritance of polycystic ovary syndrome through oocyte-mediated DNA methylation reprogramming
    2025/02/21 by Yue Liu, Yi Dong, Yonghui Jiang +15 · 1 voice · 1 citation
    Medicine · #Ovarian function and disorders #Reproductive Biology and Fertility #Sperm and Testicular Function
  133. FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning
    2025/05/19 by Zong Ding Hu, Kaishen Yuan, Hu, Zhuozhao +13 · 4 citations
    Computer Science · Neuroscience · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Face Recognition and Perception #Face recognition and analysis
  134. SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
    2024/10/20 by Jinda Jia, Jia, Jinda, Cong Xie +19 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  135. Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models
    2025/05/22 by Ilgee Hong, Changlong Yu, Hong, Ilgee +19 · 4 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  136. The G-protein γ subunit DEP1 facilitates brassinosteroid signaling in rice via a MYB–bHLH–ARF module
    2025/05/01 by Shuai Li, Zhichao Zhao, Tianzhen Liu +19 · 1 voice · 2 citations
    Agricultural and Biological Sciences · #Plant Molecular Biology Research #Plant Stress Responses and Tolerance #Polysaccharides and Plant Cell Walls
  137. Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models
    2024/09/20 by Lin, Zizheng, Chunkit Chan, Yangqiu Song +4 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  138. Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation
    2023/11/08 by Zhongwei Wan, Xin Liu, Benyou Wang +5 · 1 citation
  139. FedUV: Uniformity and Variance for Heterogeneous Federated Learning
    2024/02/27 by Ha Min Son, Moon Hyun Kim, Son, Ha Min +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  140. OncoGPT: A Medical Conversational Model Tailored with Oncology Domain Expertise on a Large Language Model Meta-AI (LLaMA)
    2024/02/26 by Fujian Jia, Xin Liu, Jia, Fujian +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  141. AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning
    2025/03/03 by Yuheng Xu, Xu, Yuheng, Shijie Yang +9 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  142. The Impact of Cut Layer Selection in Split Federated Learning
    2024/12/20 by Justin Dachille, Chao Huang, Dachille, Justin +3 · 1 citation
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  143. VODKA-JWST: A 3.8 kpc dual quasar at cosmic noon in a powerful starburst galaxy with JWST/MIRI IFU
    2024/03/06 by Yu-Ching Chen, Chen, Yu-Ching, Yuzo Ishikawa +27 · 1 citation
    Physics and Astronomy · Engineering · #Astronomy and Astrophysical Research #Galaxies: Formation, Evolution, Phenomena #Astronomical Observations and Instrumentation
  144. Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement
    2023/03/21 by Akshay Paruchuri, Xin Liu, Paruchuri, Akshay +8 · 1 citation
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hemodynamic Monitoring and Therapy #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques
  145. A Double Tracking Method for Optimization with Decentralized Generalized Orthogonality Constraints
    2024/09/08 by Lei Wang, Nachuan Xiao, Wang, Lei +3 · 1 citation
    Mathematics · Computer Science · #Advanced Optimization Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Optimization and Variational Analysis
  146. Genomic and <i>Cis</i> ‐Regulatory Basis of a Plastic C <sub>3</sub> ‐C <sub>4</sub> Photosynthesis in <i>Eleocharis Baldwinii</i>
    2025/05/30 by Lu Chen, Yanfeng Jia, Zaihui Zhou +9 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Energy · Environmental Science · #Photosynthetic Processes and Mechanisms #Algal biology and biofuel production #Plant Water Relations and Carbon Dynamics
  147. FastUMI-100K: Advancing Data-driven Robotic Manipulation with a Large-scale UMI-style Dataset
    2025/10/09 by Kehui Liu, Liu, Kehui, Zhongjie Jia +30 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Robotics (cs.RO) #Soft Robotics and Applications
  148. DiffFAS: Face Anti-Spoofing via Generative Diffusion Models
    2024/09/13 by Xun Ge, Ge, Xinxu, Xin Liu +11 · 1 citation
    Computer Science · Engineering · #Antenna Design and Analysis #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  149. Comprehensive study of energy and water exchange over the Tibetan Plateau: A review and perspective: From GAME/Tibet and CAMP/Tibet to TORP, TPEORP, and TPEITORP
    2023/01/03 by Yaoming Ma, Tandong Yao, Lei Zhong +22 · 3 citations
    Environmental Science · Earth and Planetary Sciences · #Climate variability and models #Plant Water Relations and Carbon Dynamics #Meteorological Phenomena and Simulations
  150. Dimensions of wisdom perception across twelve countries on five continents
    2024/08/14 by Maksim Rudnev, H. Clark Barrett, Wesley Buckwalter +31 · 1 voice · 1 citation
    Psychology · Neuroscience · #Cultural Differences and Values #Aging and Gerontology Research #Psychology of Moral and Emotional Judgment
  151. Reconstruction of Sequences Distorted by Two Insertions
    2023/02/20 by Zuo Ye, Xin Liu, Ye, Zuo +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #DNA and Biological Computing #Advanced biosensing and bioanalysis techniques #Advanced Data Storage Technologies
  152. InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding
    2025/09/20 by Jiayang, Cheng, Qianqian Zhuang, Zhuang, Qianqian +10 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Speech and dialogue systems
  153. Stacking, Strain-Engineering Induced Altermagnetism, Multipiezo Effect, and Topological State in Two-Dimensional Materials
    2025/02/25 by Wei Xun, Xun, Wei, Xin Liu +7 · 1 citation
    Engineering · #Metal Forming Simulation Techniques
  154. A Plug-and-Play Temporal Normalization Module for Robust Remote Photoplethysmography
    2024/11/22 by Kegang Wang, Wang, Kegang, Jiankai Tang +9 · 2 citations
    Engineering · Medicine · #Non-Invasive Vital Sign Monitoring #Hemodynamic Monitoring and Therapy #Heart Rate Variability and Autonomic Control
  155. EgoTrigger: Toward Audio-Driven Image Capture for Human Memory Enhancement in All-Day Energy-Efficient Smart Glasses
    2025/08/03 by Akshay Paruchuri, Sinan Hersek, Paruchuri, Akshay +15 · 2 citations
    Computer Science · Neuroscience · #Multimodal Machine Learning Applications #Innovative Human-Technology Interaction #EEG and Brain-Computer Interfaces
  156. Technical Report of TeleChat2, TeleChat2.5 and T1
    2025/07/24 by Zihan Wang, Wang, Zihan, Xin Liu +66 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
  157. Non-Contact Health Monitoring During Daily Personal Care Routines
    2025/06/11 by Xinchun Ma, Ma, Xulin, Jiankai Tang +16 · 3 citations
    Engineering · Computer Science · Psychology · #Non-Invasive Vital Sign Monitoring #Context-Aware Activity Recognition Systems #Emotion and Mood Recognition
  158. Poisson stable solutions for stochastic differential equations with Lévy noise
    2020/02/02 by Xin Liu, Zhenxin Liu, Liu, Xin +1 · 1 citation
    Economics, Econometrics and Finance · Engineering · Mathematics · #34C25 #34C27 #37B20 #60G51 #60H10 #Dynamical Systems (math.DS) #FOS: Mathematics #Nonlinear Differential Equations Analysis #Probability (math.PR) #Stability and Controllability of Differential Equations #Stochastic processes and financial applications
  159. Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection
    2023/08/15 by Xin Liu, Kaishen Yuan, Liu, Xin +11 · 1 citation
    Psychology · Computer Science · Social Sciences · #Emotion and Mood Recognition #Gaze Tracking and Assistive Technology #Advanced Computing and Algorithms
  160. DeepDISC-photoz: Deep Learning-Based Photometric Redshift Estimation for Rubin LSST
    2025/04/16 by Grant Merz, Xin Liu, Samuel J. Schmidt +10 · 1 voice · 1 citation
    Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Adaptive optics and wavefront sensing #Calibration and Measurement Techniques
  161. MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation
    2025/04/23 by Xu Guo, Tong Zhang, Guo, Xu +11 · 1 citation
    Computer Science · #Text and Document Classification Technologies #Recommender Systems and Techniques #Advanced Graph Neural Networks
  162. MUGEN: A Unified Framework for Efficient Motion Understanding and Generation
    2026/07/30 by Zhankai Ye, Yukai Jin, Bingyang Wei +5
    Computer Science · #cs.LG
  163. RNA helicase MTR4 aggravates abdominal aortic aneurysm formation by recruiting SRSF1 to regulate TERT alternative splicing
    2026/07/21 by Yajing Li, Keying Tian, Shuolin Li +15
  164. When Fish Look Alike: Tracking Identities with Dual-branch Elasticity
    2026/07/29 by Vran Lee, Xin Liu, Yijie Wei +3
    Computer Science · #cs.CV
  165. Experimental Observation of Ghost Image Revivals via Structured Coherence
    2026/07/27 by Weining Wang, Yaning Zhou, Sergey A Ponomarenko +2
    #physics.optics
  166. Rigorous justification of the hydrostatic-incompressible approximation for weakly stratified isothermal flow
    2026/07/29 by Quyuan Lin, Xin Liu
    Mathematics · #math.AP
  167. Do Large Language Models Support Nursing Care Planning? A Scoping Review of Applications, Evaluation Approaches and Outcomes
    2026/07/29 by Jianwen Zeng, Xule Zhu, Shiying Shen +4
  168. Process Reward Informed Tree Rollout for Effective Multi-Turn RL
    2026/07/17 by Xintong Li, Sha Li, Yuwei Zhang +8
    #cs.CL #cs.AI #cs.LG
  169. The Twentieth Data Release of the Sloan Digital Sky Survey: First All-Sky BOSS Spectra, eROSITA-SDSS-V Mapper Coordinated Observations, and a Preview of the Local Volume Mapper
    2026/07/28 by SDSS Collaboration, Mojgan Aghakhanloo, David Aguilar +273
    Physics and Astronomy · #astro-ph.CO #astro-ph.GA #astro-ph.IM #astro-ph.SR
  170. Numerical Investigation of a Segmented Water Jacket for 400 mm Czochralski Silicon Single Crystal Growth
    2026/07/20 by S.S. Beenaben, Srinivasan Manickam, Xin Liu +3
    Materials Science · Engineering · #Solidification and crystal growth phenomena #Aluminum Alloy Microstructure Properties #Silicon and Solar Cell Technologies
  171. Investigation of turbulence effects on flame propagation in micron-sized iron particle clouds
    2026/07/25 by Xin Liu, Yu Xia, Nozomu Hashimoto +4
    Engineering · #Particle Dynamics in Fluid Flows #Combustion and flame dynamics #Combustion and Detonation Processes
  172. DB-Bench: Benchmarking Deblenders for LSST DESC Using the Blending ToolKit
    2026/07/30 by Aidan Berres, Grant Merz, Xin Liu +1
    Physics and Astronomy · #astro-ph.IM
  173. Cross-Coordinate Correspondence Pruning for Image-to-Point Cloud Registration
    2026/07/19 by Xin Liu, Rong Qin, Huipeng Lin +5
    #cs.CV
  174. Radially correlated partially coherent beams with a deterministic vortex structure
    2026/07/17 by Xinru Lian, Yaning Zhou, Xin Liu +7
    #physics.optics