Tao Shen
- A Survey on Knowledge Distillation of Large Language Models
2024/02/20 by Xiaohan Xu, Ming Li, Xu, Xiaohan +15 · 41 citations
Computer Science · #Topic Modeling
- Aging and aging-related diseases: from molecular mechanisms to interventions and treatments
2022/12/16 by Jun Guo, Xiuqing Huang, Lin Dou +4 · 22 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Genetics, Aging, and Longevity in Model Organisms #Autophagy in Disease and Therapy #Telomeres, Telomerase, and Senescence
- Thread of Thought Unraveling Chaotic Contexts
2023/11/15 by Yucheng Zhou, Xiubo Geng, Zhou, Yucheng +11 · 15 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Dual-Personalizing Adapter for Federated Foundation Models
2024/03/28 by Yiyuan Yang, Guodong Long, Yang, Yiyuan +7 · 13 citations
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Distributed and Parallel Computing Systems
- Inactive (PbI <sub>2</sub> ) <sub>2</sub> RbCl stabilizes perovskite films for efficient solar cells
2022/07/28 by Yang Zhao, Fei Ma, Zihan Qu +8 · 7 citations
Engineering · Materials Science · #Perovskite Materials and Applications #Chalcogenide Semiconductor Thin Films #Solid-state spectroscopy and crystallography
- Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models
2024/02/19 by Didi Zhu, Zhu, Didi, Zhongyi Sun +13 · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification
2022/03/04 by Yucheng Zhou, Zhou, Yucheng, Tao Shen +7 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding
2017/09/14 by Tao Shen, Tianyi Zhou, Shen, Tao +9 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Re-Reading Improves Reasoning in Large Language Models
2023/09/12 by Xiaohan Xu, Xu, Xiaohan, Chongyang Tao +12 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- LLMs are Also Effective Embedding Models: An In-depth Overview
2024/12/17 by Chongyang Tao, Tao, Chongyang, Tao Shen +11 · 8 citations
Business, Management and Accounting · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction
- Synergistic Interplay between Search and Large Language Models for Information Retrieval
2023/05/12 by Jiazhan Feng, Feng, Jiazhan, Chongyang Tao +13 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
- PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings
2022/01/28 by Qiyu Wu, Chongyang Tao, Wu, Qiyu +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Meta-Task Prompting Elicits Embeddings from Large Language Models
2024/02/28 by Yibin Lei, Lei, Yibin, Di Wu +11 · 4 citations
Computer Science · #Topic Modeling
- Bi-Directional Block Self-Attention for Fast and Memory-Efficient\n Sequence Modeling
2018/04/03 by Tao Shen, Shen, Tao, Tianyi Zhou +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning
2025/01/25 by Ziyu Zhao, Zhao, Ziyu, Yixiao Zhou +20 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
- FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning
2024/12/25 by Zhonghua Jiang, Jiang, Zhonghua, Jimin Xu +13 · 4 citations
Computer Science · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Corpus-Steered Query Expansion with Large Language Models
2024/02/28 by Yibin Lei, Lei, Yibin, Yu Cao +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Realizing downstream access network using continuous-variable quantum key distribution
2021/07/05 by Yundi Huang, Huang, Yundi, Tao Shen +11 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Sequential Diagnosis Prediction with Transformer and Ontological Representation
2021/09/07 by Xueping Peng, Guodong Long, Peng, Xueping +7 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Chronic Disease Management Strategies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- DeepNoise: Signal and Noise Disentanglement based on Classifying Fluorescent Microscopy Images via Deep Learning
2022/09/13 by Sen Yang, Yang, Sen, Tao Shen +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Fluorescence Microscopy Techniques #Cell Image Analysis Techniques #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data
2023/01/22 by Shengchao Chen, Chen, Shengchao, Guodong Long +5 · 2 citations
Environmental Science · #Hydrological Forecasting Using AI
- Lightweight Progressive Multilevel Feature Collaborative Network for Remote Sensing Image Salient Object Detection
2024/01/01 by Bei Cheng, Zao Liu, Qingwang Wang +3 · 1 citation
Computer Science · Engineering · #Advanced Image Fusion Techniques #Infrared Target Detection Methodologies #Visual Attention and Saliency Detection
- Federated Prompt Learning for Weather Foundation Models on Devices
2023/05/23 by Shengchao Chen, Chen, Shengchao, Guodong Long +5 · 2 citations
Environmental Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Hydrological Forecasting Using AI #Machine Learning (cs.LG)
- Improving Model Fusion by Training-time Neuron Alignment with Fixed Neuron Anchors
2024/02/02 by Zexi Li, Li, Zexi, Zhiqi Li +9 · 1 citation
Engineering · #Machine Fault Diagnosis Techniques #Fire Detection and Safety Systems
- FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
2025/06/03 by Yan Gao, Gao, Yan, Massimo Roberto Scamarcia +39 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data
- MineAgent: Towards Remote-Sensing Mineral Exploration with Multimodal Large Language Models
2024/12/23 by Beibei Yu, Yu, Beibei, Tao Shen +7 · 1 citation
Computer Science · #Geochemistry and Geologic Mapping #Natural Language Processing Techniques #Topic Modeling
- Consumer psychological pathways to pro-environmental purchase of specialty freshwater fish: Mediating effects of risk perception and moderating effect of dietary cultural conservatism
2026/07/28 by Xueming Wang, Tao Shen, Jianming Zheng
- Investigation of anti-asthmatic constituents and mechanisms of Cimicifugae Rhizoma based on LC-MS analysis, network pharmacology and experimental validation
2026/07/22 by Yi-Ming Yin, Wen-Xuan Ji, Jia Yin +5