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Li Shen

  1. Squeeze-and-Excitation Networks
    2017/09/05 by Jie Hu, Li Shen, Hu, Jie +7 · 350 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural Networks and Applications
  2. VGGFace2: A dataset for recognising faces across pose and age
    2017/10/23 by Qiong Cao, Li Shen, Cao, Qiong +7 · 63 citations
    Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  3. Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
    2024/12/24 by Huanjin Yao, Jiaxing Huang, Yao, Huanjin +19 · 3 voices · 36 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #cs.AI #cs.CV
  4. AdaMerging: Adaptive Model Merging for Multi-Task Learning
    2023/10/04 by Enneng Yang, Zhenyi Wang, Yang, Enneng +11 · 48 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  5. Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models
    2024/08/28 by Wenbin Wang, Liang Ding, Wang, Wenbin +11 · 49 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  6. FedML: A Research Library and Benchmark for Federated Machine Learning
    2020/07/27 by Chaoyang He, Songze Li, He, Chaoyang +34 · 29 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Blockchain Technology Applications and Security
  7. Depth-Aware Generative Adversarial Network for Talking Head Video Generation
    2022/03/13 by Fa-Ting Hong, Longhao Zhang, Hong, Fa-Ting +5 · 18 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  8. Safety Layers in Aligned Large Language Models: The Key to LLM Security
    2024/08/30 by Li Shen, Li, Shen, Liuyi Yao +5 · 33 citations
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Data Quality and Management #Cloud Data Security Solutions
  9. Wukong: Towards a Scaling Law for Large-Scale Recommendation
    2024/03/04 by Buyun Zhang, Zhang, Buyun, Liang Luo +27 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  10. Representation Surgery for Multi-Task Model Merging
    2024/02/05 by Enneng Yang, Yang, Enneng, Li Shen +11 · 21 citations
    Engineering · #Anatomy and Medical Technology
  11. Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks
    2016/03/24 by Wentao Zhu, Zhu, Wentao, Cuiling Lan +11 · 11 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Machine Learning (cs.LG)
  12. PyTorch Distributed: Experiences on Accelerating Data Parallel Training
    2020/06/28 by Li Shen, Li, Shen, Yanli Zhao +19 · 13 citations
    Computer Science · Decision Sciences · #Software System Performance and Reliability #Data Quality and Management #Machine Learning and Data Classification
  13. Streaming Radiance Fields for 3D Video Synthesis
    2022/10/26 by Lingzhi Li, Zhen Shen, Li, Lingzhi +7 · 12 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
  14. A Sufficient Condition for Convergences of Adam and RMSProp
    2018/11/23 by Fangyu Zou, Zou, Fangyu, Li Shen +7 · 8 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
  15. Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning
    2022/03/17 by Lin Zhang, Zhang, Lin, Li Shen +7 · 11 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #Recommender Systems and Techniques
  16. Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld
    2023/11/28 by Yijun Yang, Tianyi Zhou, Yang, Yijun +15 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  17. Penalized Proximal Policy Optimization for Safe Reinforcement Learning
    2022/05/24 by Linrui Zhang, Zhang, Linrui, Li Shen +11 · 10 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  18. Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks
    2018/10/29 by Jie Hu, Li Shen, Hu, Jie +7 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
  19. Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache
    2024/01/05 by Bin Lin, Chen Zhang, Lin, Bin +24 · 14 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
  20. Parameter Efficient Multi-task Model Fusion with Partial Linearization
    2023/10/07 by Anke Tang, Tang, Anke, Li Shen +13 · 12 citations
    Computer Science · Engineering · #Neural Networks and Applications #Fault Detection and Control Systems
  21. Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
    2024/02/01 by Anke Tang, Tang, Anke, Li Shen +9 · 13 citations
    Computer Science · Social Sciences · #Mobile Crowdsensing and Crowdsourcing #Human Mobility and Location-Based Analysis #Recommender Systems and Techniques
  22. Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization
    2023/04/24 by Mingli Zhu, Zhu, Mingli, Shaokui Wei +7 · 8 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  23. DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training
    2022/06/01 by Rongji Dai, Dai, Rong, Li Shen +7 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  24. Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation
    2022/10/12 by Zeyu Qin, Qin, Zeyu, Yanbo Fan +11 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
  25. A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning
    2024/11/14 by Zhenyi Wang, Enneng Yang, Li Shen +1 · 13 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Geophysical Methods and Applications #Advanced Neural Network Applications
  26. FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy
    2023/02/21 by Yan Sun, Sun, Yan, Li Shen +7 · 6 citations
    Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  27. Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks
    2015/12/18 by Li Shen, Shen, Li, Zhouchen Lin +3 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
    2024/05/08 by Dawei Li, Li, Dawei, Yang Shu +21 · 9 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 #Natural Language Processing Techniques #Semantic Web and Ontologies
  29. Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach
    2022/10/11 by Peng Mi, Li Shen, Mi, Peng +11 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Optimization and Control (math.OC)
  30. Compressing Volumetric Radiance Fields to 1 MB
    2022/11/29 by Lingzhi Li, Li, Lingzhi, Zhen Shen +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion
    2023/12/11 by Anke Tang, Luo, Xianglin, Tang, Anke +11 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  32. Revisiting Knowledge Distillation for Autoregressive Language Models
    2024/02/19 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +9 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  33. Towards practical and massively parallel quantum computing emulation for quantum chemistry
    2023/03/07 by Honghui Shang, Shang, Honghui, Fan Yi +13 · 4 citations
    Computer Science · #Distributed and Parallel Computing Systems #FOS: Physical sciences #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
  34. Improving the Model Consistency of Decentralized Federated Learning
    2023/02/08 by Yifan Shi, Li Shen, Shi, Yifan +11 · 4 citations
    Computer Science · Social Sciences · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  35. ID3: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
    2024/09/26 by Li Shen, Li, Shen, Jianqing Xu +17 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
  36. Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning
    2024/10/09 by Abhinav Bandari, Lu Yin, Bandari, Abhinav +13 · 6 citations
    Engineering · #Advanced Surface Polishing Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Metallurgical Processes and Thermodynamics #Mineral Processing and Grinding
  37. A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models
    2025/02/22 by Zihao Lin, Lin, Zihao, Samyadeep Basu +39 · 9 citations
    Environmental Science · Engineering · #Groundwater flow and contamination studies #Dam Engineering and Safety #Tunneling and Rock Mechanics
  38. SVSBI: Sequence-based virtual screening of biomolecular interactions
    2022/12/27 by Li Shen, Hongsong Feng, Shen, Li +5 · 4 citations
    Computer Science · Materials Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics
  39. Q-value Regularized Transformer for Offline Reinforcement Learning
    2024/05/27 by Shengchao Hu, Ziqing Fan, Hu, Shengchao +11 · 5 citations
    Engineering · Computer Science · #Elevator Systems and Control #Iterative Learning Control Systems #Adaptive Dynamic Programming Control
  40. R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO
    2025/05/22 by Huanjin Yao, Yao, Huanjin, Jingyi Zhang +18 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  41. Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models
    2022/10/11 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  42. Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging
    2025/01/16 by Anke Tang, Tang, Anke, Enneng Yang +11 · 7 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications
  43. Squeeze-and-Excitation Networks
    2020/08/01 by Jie Hu, Li Shen, Samuel Albanie +2 · 2 citations
  44. DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation
    2023/05/10 by Fa-Ting Hong, Hong, Fa-Ting, Li Shen +3 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  45. Quantized Adam with Error Feedback
    2020/04/29 by Congliang Chen, Li Shen, Chen, Congliang +5 · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  46. Towards sustainable development through the circular economy—A review and critical assessment on current circularity metrics
    2019/09/24 by Blanca Corona, Li Shen, Denise Reike +2 · 2 citations
    Business, Management and Accounting · Engineering · Environmental Science · #Recycling and Waste Management Techniques #Sustainable Industrial Ecology #Sustainable Supply Chain Management
  47. FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning
    2023/10/25 by Zhuo Huang, Huang, Zhuo, Li Shen +7 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning #Machine Learning (cs.LG) #Machine Learning and Data Classification
  48. OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models
    2024/01/12 by Shuai Wang, Wang, Shuai, Liang Ding +9 · 3 citations
    Computer Science · #Software Engineering Research #Parallel Computing and Optimization Techniques #Software System Performance and Reliability
  49. UniFaceGAN: A Unified Framework for Temporally Consistent Facial Video Editing
    2021/08/12 by Meng Cao, Cao, Meng, Haozhi Huang +15 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Advanced Image Processing Techniques
  50. Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging
    2024/10/29 by Li Shen, Shen, Li, Anke Tang +15 · 5 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Target Tracking and Data Fusion in Sensor Networks #Energy Efficient Wireless Sensor Networks
  51. WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge
    2024/01/12 by Wenbin Wang, Wang, Wenbin, Liang Ding +9 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  52. Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
    2022/12/04 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +25 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  53. AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks
    2023/03/01 by Hao Sun, Sun, Hao, Li Shen +15 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Optimization and Control (math.OC) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  54. Fusion of Global and Local Knowledge for Personalized Federated Learning
    2023/02/21 by Tiansheng Huang, Li Shen, Huang, Tiansheng +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  55. Towards Efficient Pareto Set Approximation via Mixture of Experts Based Model Fusion
    2024/06/14 by Anke Tang, Tang, Anke, Li Shen +9 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Neural Networks and Applications #Reservoir Engineering and Simulation Methods
  56. Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training
    2024/05/05 by Wenyu Zhang, Zhang, Wenyu, Li Shen +3 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  57. Beyond Two-Stage Training: Cooperative SFT and RL for LLM Reasoning
    2025/09/08 by Chen Liang, Chen, Liang, Li Shen +6 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  58. Dynamic Contrastive Distillation for Image-Text Retrieval
    2022/07/04 by Jun Rao, Rao, Jun, Liang Ding +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  59. A Robust Integrated Multi-Strategy Bus Control System via Deep Reinforcement Learning
    2023/08/16 by Qinghui Nie, Nie, Qinghui, Jishun Ou +9 · 2 citations
    Engineering · Social Sciences · #Traffic control and management #Transportation Planning and Optimization #Traffic Prediction and Management Techniques
  60. Unmasking Bias in Diffusion Model Training
    2023/10/12 by Yu Hu, Yu, Hu, Li Shen +7 · 2 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
  61. A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
    2024/05/22 by Puning Zhao, Lifeng Lai, Zhao, Puning +9 · 3 citations
    Computer Science · Decision Sciences · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Probability and Risk Models
  62. From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information
    2018/08/24 by Hengru Xu, Li Shen, Xu, Hengru +7 · 1 citation
    Computer Science · #Neural Networks and Applications #Machine Learning and Data Classification #Text and Document Classification Technologies
  63. Persistent Mayer homology and persistent Mayer Laplacian
    2023/12/03 by Li Shen, Shen, Li, Jian Liu +3 · 2 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Algebraic Topology (math.AT) #FOS: Mathematics #Topological and Geometric Data Analysis
  64. DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
    2024/12/19 by Xiabin Zhou, Wenbin Wang, Zhou, Xiabin +13 · 3 citations
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Algorithms and Data Compression
  65. Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
    2024/10/17 by J. Yang, Anke Tang, Yang, Jinluan +8 · 4 citations
    Business, Management and Accounting · Decision Sciences · Social Sciences · #Access Control and Trust #Business Process Modeling and Analysis #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation Techniques and Applications
  66. Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models
    2024/10/02 by Joseph Lee, Lee, Joseph, Shu Yang +19 · 1 voice · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #cs.CL #cs.LG #q-bio.GN
  67. Intestinal dysbacteriosis mediates the reference memory deficit induced by anaesthesia/surgery in aged mice
    2019/05/08 by Xuliang Jiang, X.L. Jiang, X.Y. Gu +15 · 1 citation
    Medicine · Biochemistry, Genetics and Molecular Biology · #Intensive Care Unit Cognitive Disorders #Gut microbiota and health #Enhanced Recovery After Surgery
  68. Transient structures in rupturing thin-films: Marangoni-induced symmetry-breaking pattern formation in viscous fluids
    2019/05/17 by Li Shen, Fabian Denner, Shen, Li +7 · 1 citation
    Engineering · Materials Science · #Advanced Materials and Mechanics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Thin Films #Pattern Formation and Solitons (nlin.PS) #Pickering emulsions and particle stabilization
  69. Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities
    2025/05/02 by Zhiwei Hao, Jianyuan Guo, Hao, Zhiwei +15 · 5 citations
    Computer Science · #cs.AI #cs.LG
  70. Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning
    2023/03/20 by Zixuan Hu, Li Shen, Hu, Zixuan +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  71. Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning
    2021/08/30 by Shenao Zhang, Li Shen, Zhang, Shenao +3 · 1 citation
    Computer Science · Social Sciences · #Domain Adaptation and Few-Shot Learning #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  72. ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning
    2024/10/23 by Zhiwei Hao, Jianyuan Guo, Hao, Zhiwei +9 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems #Robotics and Sensor-Based Localization
  73. Don't Be So Dense: Sparse-to-Sparse GAN Training Without Sacrificing Performance
    2022/03/05 by Shiwei Liu, Yuesong Tian, Liu, Shiwei +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing
  74. Anthropogenic land consolidation intensifies zoonotic host diversity loss and disease transmission in human habitats
    2024/11/18 by Shan Pei, Paul B. Yu, Pengbo Yu +25 · 1 voice · 2 citations
    Environmental Science · Medicine · #Viral Infections and Vectors #Wildlife Ecology and Conservation #Zoonotic diseases and public health
  75. Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models
    2024/10/13 by Wang Fei, Wang, Fei, Li Shen +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  76. PEARL: Towards Permutation-Resilient LLMs
    2025/02/20 by Liang Chen, Chen, Liang, Li Shen +8 · 4 citations
    Social Sciences · Computer Science · #Access Control and Trust #Digital Rights Management and Security
  77. R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search
    2025/05/22 by Yibo Wang, Haotian Luo, Wang, Yibo +16 · 6 citations
    Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  78. FREE: Faster and Better Data-Free Meta-Learning
    2024/05/02 by Yongxian Wei, Wei, Yongxian, Zixuan Hu +9 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  79. Enhance Local Consistency in Federated Learning: A Multi-Step Inertial Momentum Approach
    2023/02/11 by Yixing Liu, Liu, Yixing, Yan Sun +9 · 1 citation
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Age of Information Optimization #Human Mobility and Location-Based Analysis
  80. Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE
    2023/02/18 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  81. Graph Decision Transformer
    2023/03/07 by Shengchao Hu, Li Shen, Hu, Shengchao +5 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  82. Proximity-Informed Calibration for Deep Neural Networks
    2023/06/07 by Miao Xiong, Xiong, Miao, Ailin Deng +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  83. Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy
    2023/05/01 by Yifan Shi, Shi, Yifan, Wei Kang +11 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #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)
  84. Incomplete Multimodal Learning for Complex Brain Disorders Prediction
    2023/05/25 by Reza Shirkavand, Shirkavand, Reza, Liang Zhan +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
  85. Zero-Shot Sharpness-Aware Quantization for Pre-trained Language Models
    2023/10/20 by Miaoxi Zhu, Qihuang Zhong, Zhu, Miaoxi +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis
  86. Zero Token-Driven Deep Thinking in LLMs: Unlocking the Full Potential of Existing Parameters via Cyclic Refinement
    2025/02/17 by Guanghao Li, Wenhao Jiang, Li, Guanghao +7 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Scientific Computing and Data Management
  87. Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning
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    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
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    Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  89. SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text
    2024/11/17 by Weiqing He, Bojian Hou, He, Weiqing +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text Readability and Simplification
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    Medicine · Biochemistry, Genetics and Molecular Biology · #Head and Neck Cancer Studies #Cervical Cancer and HPV Research #Fibroblast Growth Factor Research
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    Computer Science · #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis #Machine Learning and Data Classification
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    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
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    Computer Science · Engineering · Mathematics · #57K18 #Advanced Numerical Analysis Techniques #FOS: Mathematics #Geometric Topology (math.GT) #Geometric and Algebraic Topology #Primary 55N31 #Secondary 57M10 #Topological and Geometric Data Analysis
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    Computer Science · #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)
  95. Mayer-homology learning prediction of protein-ligand binding affinities
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    Biochemistry, Genetics and Molecular Biology · Computer Science · #Algebraic Topology (math.AT) #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Mathematics #Genetics, Bioinformatics, and Biomedical Research
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    Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques
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    Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Combustion and Detonation Processes #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
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    2025/06/04 by Liang Chen, Chen, Liang, Li Shen +6 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Security and Verification in Computing
  99. Continual Task Learning through Adaptive Policy Self-Composition
    2024/11/18 by Shengchao Hu, Hu, Shengchao, Yuhang Zhou +11 · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Knowledge Management and Sharing #Machine Learning (cs.LG) #Personal Information Management and User Behavior
  100. Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs
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    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  101. ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization
    2024/11/12 by Weibo Zhao, Zhao, Weibo, Yubin Shi +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  102. Refining Few-Step Text-to-Multiview Diffusion via Reinforcement Learning
    2025/05/26 by Ziyi Zhang, Zhang, Ziyi, Li Shen +10 · 2 citations
    Computer Science · #Video Analysis and Summarization