Philip S. Yu
- A Comprehensive Survey on Graph Neural Networks
2019/01/03 by Zonghan Wu, Shirui Pan, Fengwen Chen +3 · 1 voice · 298 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Healthcare
- A Survey on Evaluation of Large Language Models
2023/07/06 by Yupeng Chang, Xu Wang, Chang, Yupeng +29 · 226 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Survey on Evaluation of Large Language Models
2024/01/23 by Yupeng Chang, Xu Wang, Jindong Wang +13 · 179 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
- Generalizing to Unseen Domains: A Survey on Domain Generalization
2021/03/02 by Jindong Wang, Wang, Jindong, Cuiling Lan +15 · 64 citations
Computer Science · #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
- A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
2021/04/26 by Shaoxiong Ji, Shirui Pan, Erik Cambria +2 · 43 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Topic Modeling
- Large Language Models for Education: A Survey and Outlook
2024/03/26 by Shen Wang, Wang, Shen, Tianlong Xu +14 · 56 citations
Computer Science · #Topic Modeling
- Membership Inference Attacks on Machine Learning: A Survey
2021/03/14 by Hongsheng Hu, Zoran Salčić, Hu, Hongsheng +9 · 28 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multimodal Large Language Models: A Survey
2023/11/22 by Jiayang Wu, Wu, Jiayang, Wensheng Gan +7 · 41 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT
2023/03/07 by Yihan Cao, Siyu Li, Cao, Yihan +11 · 32 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Deep Learning for Spatio-Temporal Data Mining: A Survey
2019/06/11 by Senzhang Wang, Jiannong Cao, Wang, Senzhang +3 · 19 citations
Computer Science · Engineering · Social Sciences · #Data Management and Algorithms #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic Prediction and Management Techniques
- PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning
2021/03/17 by Yunbo Wang, Wang, Yunbo, Haixu Wu +11 · 19 citations
Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
- A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
2023/02/18 by Ce Zhou, Qian Li, Zhou, Ce +35 · 26 citations
Computer Science · Business, Management and Accounting · Social Sciences · #Topic Modeling #FinTech, Crowdfunding, Digital Finance #Artificial Intelligence in Law
- Direction-of-Arrival Estimation Based on Deep Neural Networks With Robustness to Array Imperfections
2018/10/08 by Zhangmeng Liu, Zhang-Meng Liu, Chenwei Zhang +1 · 30 citations
Computer Science · Engineering · #Direction-of-Arrival Estimation Techniques #Speech and Audio Processing #Structural Health Monitoring Techniques
- TrustLLM: Trustworthiness in Large Language Models
2024/01/01 by Yue Huang, Lichao Sun, Huang, Yue +136 · 30 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
- Large Language Models in Law: A Survey
2023/11/26 by Jinqi Lai, Wensheng Gan, Lai, Jinqi +7 · 28 citations
Social Sciences · Computer Science · #Artificial Intelligence in Law #Law, AI, and Intellectual Property
- A Survey of Text Watermarking in the Era of Large Language Models
2023/12/13 by Aiwei Liu, Leyi Pan, Liu, Aiwei +15 · 28 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Internet Traffic Analysis and Secure E-voting #Spam and Phishing Detection
- Joint Deep Modeling of Users and Items Using Reviews for Recommendation
2017/01/17 by Lei Zheng, Vahid Noroozi, Zheng, Lei +3 · 12 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Decentralized Federated Learning: A Survey and Perspective
2023/06/02 by Liangqi Yuan, Ziran Wang, Yuan, Liangqi +6 · 20 citations
Computer Science · Social Sciences · Engineering · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Advanced Wireless Communication Technologies
- Large Language Model Agent: A Survey on Methodology, Applications and Challenges
2025/03/27 by Junyu Luo, Weizhi Zhang, Luo, Junyu +47 · 46 citations
Computer Science · #Topic Modeling
- Deep Learning for Spatio-Temporal Data Mining: A Survey
2022/08/01 by Senzhang Wang, Jiannong Cao, Philip S. Yu · 14 citations
- Large Language Models Meet NLP: A Survey
2024/05/21 by Libo Qin, Qiguang Chen, Qin, Libo +15 · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- From Canonical Correlation Analysis to Self-supervised Graph Neural Networks
2021/06/23 by Hengrui Zhang, Qitian Wu, Zhang, Hengrui +7 · 11 citations
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 #Machine Learning (cs.LG)
- Harnessing Multiple Large Language Models: A Survey on LLM Ensemble
2025/02/25 by Zhijun Chen, Chen, Zhijun, Li, Jingzheng +20 · 37 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning
2018/04/17 by Yunbo Wang, Zhifeng Gao, Wang, Yunbo +7 · 10 citations
Computer Science · #Machine Learning and Data Classification
- BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs
2022/06/21 by Kay Liu, Yingtong Dou, Liu, Kay +27 · 12 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Privacy and Robustness in Federated Learning: Attacks and Defenses
2020/12/07 by Lingjuan Lyu, Lyu, Lingjuan, Han Yu +13 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Improving Automatic Source Code Summarization via Deep Reinforcement Learning
2018/11/17 by Yao Wan, Zhou Zhao, Wan, Yao +11 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
2025/03/30 by Liangbo Ning, Ziran Liang, Ning, Liangbo +19 · 31 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Personal Information Management and User Behavior #Web Data Mining and Analysis
- BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis
2019/04/03 by Hu Xu, Xu, Hu, Bing Liu +5 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Topic Modeling
- Large Language Models for Education: A Survey
2024/05/12 by Hanyi Xu, Wensheng Gan, Xu, Hanyi +7 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources
2020/11/30 by Xiao Wang, Wang, Xiao, Deyu Bo +9 · 7 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management
- Graph Learning based Recommender Systems: A Review
2021/05/13 by Shoujin Wang, Liang Hu, Wang, Shoujin +15 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- Sequential Recommendation via Stochastic Self-Attention
2022/01/16 by Ziwei Fan, Fan, Ziwei, Zhiwei Liu +11 · 7 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mental Health via Writing #Recommender Systems and Techniques
- An Unforgeable Publicly Verifiable Watermark for Large Language Models
2023/07/30 by Aiwei Liu, Liu, Aiwei, Leyi Pan +11 · 10 citations
Computer Science · #68T50 #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #I.2.7 #Internet Traffic Analysis and Secure E-voting #Topic Modeling
- A Survey of AIOps in the Era of Large Language Models
2025/06/23 by Lingzhe Zhang, Tong Jia, Zhang, Lingzhe +18 · 1 voice · 7 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.SE
- An Introduction to Image Synthesis with Generative Adversarial Nets
2018/03/12 by He Huang, Philip S. Yu, Huang, He +3 · 9 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
- Spatiotemporal Pyramid Network for Video Action Recognition
2019/03/04 by Yunbo Wang, Wang, Yunbo, Mingsheng Long +5 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Visual Domain Adaptation with Manifold Embedded Distribution Alignment
2018/07/19 by Jindong Wang, Wang, Jindong, Wenjie Feng +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #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
- Model-as-a-Service (MaaS): A Survey
2023/11/10 by Wensheng Gan, Gan, Wensheng, Shicheng Wan +3 · 8 citations
Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Scientific Computing and Data Management
- A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
2024/03/07 by Wei Ju, Ju, Wei, Siyu Yi +23 · 8 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- LLMRec: Benchmarking Large Language Models on Recommendation Task
2023/08/23 by Junling Liu, Chao Liu, Liu, Junling +19 · 7 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs
2021/04/06 by Li Sun, Sun, Li, Zhongbao Zhang +11 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Machine Learning in Healthcare
- Reinforcement-Learning-Guided Source Code Summarization Using Hierarchical Attention
2020/03/10 by Wenhua Wang, Yuqun Zhang, Yulei Sui +5 · 5 citations
Computer Science · #Software Engineering Research #Topic Modeling #Software Testing and Debugging Techniques
- CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking
2022/06/06 by Xuming Hu, Zhijiang Guo, Hu, Xuming +9 · 5 citations
Social Sciences · Computer Science · #Misinformation and Its Impacts #Topic Modeling #Hate Speech and Cyberbullying Detection
- TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights
2024/10/06 by Aiwei Liu, Liu, Aiwei, Hengrui Bai +19 · 10 citations
Computer Science · #68T50 #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #I.2.7
- Machine Unlearning: A Survey
2023/06/06 by Heng Xu, Xu, Heng, Tianqing Zhu +7 · 6 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
2024/02/16 by Yinghui Li, Qingyu Zhou, Li, Yinghui +13 · 7 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics
2018/11/19 by Yunbo Wang, Jianjin Zhang, Wang, Yunbo +9 · 3 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Hydrological Forecasting Using AI
- Graph Structure Learning with Variational Information Bottleneck
2021/12/16 by Qingyun Sun, Jianxin Li, Sun, Qingyun +11 · 4 citations
Computer Science · #Advanced Graph Neural Networks
- ContrastVAE: Contrastive Variational AutoEncoder for Sequential Recommendation
2022/08/27 by Yu Wang, Wang, Yu, Hengrui Zhang +7 · 4 citations
Computer Science · Social Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Human Mobility and Location-Based Analysis
- Learn to Forget: Machine Unlearning via Neuron Masking
2020/03/24 by Yang Liu, Zhuo Ma, Liu, Yang +13 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Advanced Neural Network Applications #Machine Learning in Healthcare
- Dynamic Graph Collaborative Filtering
2021/01/08 by Xiaohan Li, Mengqi Zhang, Li, Xiaohan +9 · 3 citations
Computer Science · Psychology · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Mental Health via Writing
- A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
2021/01/03 by Di Jin, Zhizhi Yu, Jin, Di +13 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
- Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks
2021/04/02 by Hao Peng, Jianxin Li, Peng, Hao +11 · 3 citations
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Text Analysis Techniques #Advanced Graph Neural Networks
- Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System
2021/04/24 by Congying Xia, Wenpeng Yin, Xia, Congying +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Sketch-Based Anomaly Detection in Streaming Graphs
2021/06/08 by Siddharth Bhatia, Bhatia, Siddharth, Mohit Wadhwa +9 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Disclosure and Mitigation of Gender Bias in LLMs
2024/02/17 by Xiangjue Dong, Dong, Xiangjue, Yibo Wang +5 · 5 citations
Business, Management and Accounting · #Business Law and Ethics #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting
2021/11/25 by Chuanpan Zheng, Zheng, Chuanpan, Xiaoliang Fan +11 · 3 citations
Engineering · Social Sciences · Computer Science · #Traffic Prediction and Management Techniques #Transportation Planning and Optimization #Data Management and Algorithms
- Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit
2023/12/30 by Yao Wan, Yang He, Wan, Yao +15 · 5 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Software Reliability and Analysis Research
- Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers
2024/04/07 by Libo Qin, Qin, Libo, Qiguang Chen +15 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
2022/06/03 by Yizhen Zheng, Shirui Pan, Zheng, Yizhen +7 · 3 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- TKUS: Mining Top-K High-Utility Sequential Patterns
2020/11/26 by Chunkai Zhang, Zhang, Chunkai, Zilin Du +5 · 4 citations
Computer Science · #Data Management and Algorithms #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic
- Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning
2025/02/17 by Philip S. Yu, Guoxin Chen, Yu, Peiying +3 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
- Deep Graph Similarity Learning: A Survey
2019/12/25 by Guixiang Ma, Ma, Guixiang, Nesreen K. Ahmed +5 · 3 citations
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 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection
2023/12/19 by Yuwei Cao, Hao Peng, Cao, Yuwei +5 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
- Watermarking Techniques for Large Language Models: A Survey
2024/08/26 by Yuqing Liang, Liang, Yuqing, Jiancheng Xiao +5 · 5 citations
Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Vehicle License Plate Recognition
- LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
2025/05/01 by Henry Peng Zou, Wei Huang, Zou, Henry Peng +27 · 8 citations
Business, Management and Accounting · Computer Science · Engineering · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems #Semantic Web and Ontologies
- Heterogeneous Similarity Graph Neural Network on Electronic Health Records
2021/01/17 by Zheng Liu, Liu, Zheng, Xiaohan Li +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- DiffPuter: Empowering Diffusion Models for Missing Data Imputation
2024/05/31 by Hengrui Zhang, Liancheng Fang, Zhang, Hengrui +4 · 4 citations
Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Inference
- Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation
2023/06/26 by Yuwei Cao, Liangwei Yang, Cao, Yuwei +11 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- Pre-training Graph Neural Network for Cross Domain Recommendation
2021/11/16 by Chen Wang, Yueqing Liang, Wang, Chen +7 · 2 citations
Computer Science · Psychology · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Mental Health via Writing
- Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning
2021/09/13 by Jianguo Zhang, Trung Bui, Zhang, Jianguo +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- RiemannGFM: Learning a Graph Foundation Model from Riemannian Geometry
2025/02/05 by Li Sun, Sun, Li, Zhenhao Huang +8 · 6 citations
Computer Science · Earth and Planetary Sciences · #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Geological Modeling and Analysis #Graph Theory and Algorithms #Machine Learning (cs.LG)
- Can Large Language Models Serve as Evaluators for Code Summarization?
2024/12/02 by Yang Wu, Yao Wan, Wu, Yang +14 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
- Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models
2024/02/13 by Yuqing Liu, Liu, Yuqing, Yu Wang +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Seeking and Updating with Live Visual Knowledge
2025/04/07 by Mingyang Fu, Fu, Mingyang, Yuyang Peng +14 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- Unsupervised Social Bot Detection via Structural Information Theory
2024/08/19 by Hao Peng, Jingyun Zhang, Xiang Huang +4 · 4 citations
- Provable Unrestricted Adversarial Training without Compromise with Generalizability
2023/01/22 by Lilin Zhang, Ning Yang, Zhang, Lilin +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning
2024/01/02 by Li Sun, Zhenhao Huang, Sun, Li +9 · 3 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions
2024/06/16 by Laiqiao Qin, Tianqing Zhu, Qin, Laiqiao +5 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
- DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages
2014/07/31 by Lifang He, Xiangnan Kong, He, Lifang +9 · 1 citation
Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #H.2.8 #I.1.1 #I.2.10 #I.5.2 #Machine Learning (cs.LG) #Tensor decomposition and applications
- Mutual Community Detection across Multiple Partially Aligned Social Networks
2015/06/18 by Jiawei Zhang, Zhang, Jiawei, Philip S. Yu +1 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #H.2.8 #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Spam and Phishing Detection
- Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer
2023/05/22 by Shuang Li, Xuming Hu, Li, Shuang +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Privacy and Fairness in Federated Learning: on the Perspective of Trade-off
2023/06/25 by Huiqiang Chen, Chen, Huiqiang, Tianqing Zhu +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Attacking Fake News Detectors via Manipulating News Social Engagement
2023/02/14 by Haoran Wang, Wang, Haoran, Yingtong Dou +9 · 2 citations
Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection
- LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
2024/05/20 by Li Sun, Sun, Li, Zhenhao Huang +9 · 4 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
- Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks
2019/06/09 by Hao Peng, Peng, Hao, Jianxin Li +11 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topic Modeling
- ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction
2024/04/24 by Henry Peng Zou, Vinay Samuel, Zou, Henry Peng +13 · 3 citations
Computer Science · #Natural Language Processing Techniques
- Equal Opportunity of Coverage in Fair Regression
2023/11/03 by Fangxin Wang, Lu Cheng, Wang, Fangxin +7 · 2 citations
Social Sciences · #Ethics and Social Impacts of AI
- Multi-view Graph Embedding with Hub Detection for Brain Network Analysis
2017/09/12 by Guixiang Ma, Ma, Guixiang, Chun-Ta Lu +7 · 1 citation
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG)
- Bringing Semantic Structures to User Intent Detection in Online Medical Queries
2017/10/22 by Chenwei Zhang, Nan Du, Zhang, Chenwei +9 · 1 citation
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Recommender Systems and Techniques
- Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages
2024/11/04 by Hoang Nguyen, Nguyen, Hoang H, Khyati Mahajan +10 · 3 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Translation Studies and Practices
- DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
2019/01/15 by Zhi‐Hong Deng, Deng, Zhi-Hong, Ling Huang +7 · 1 citation
Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques
- Robust Spammer Detection by Nash Reinforcement Learning
2020/06/10 by Yingtong Dou, Dou, Yingtong, Guixiang Ma +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #Data Stream Mining Techniques #FOS: Computer and information sciences #H.4.0 #J.4 #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Spam and Phishing Detection
- Relational Prompt-based Pre-trained Language Models for Social Event Detection
2024/04/12 by Pu Li, Li, Pu, Xiaoyan Yu +13 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI)
- Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation
2020/11/02 by Zhongfen Deng, Hao Peng, Deng, Zhongfen +9 · 1 citation
Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Expert finding and Q&A systems
- Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
2021/04/16 by Hao Peng, Peng, Hao, Ruitong Zhang +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Social and Information Networks (cs.SI)
- Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks
2021/04/16 by Jianxin Li, Li, Jianxin, Hao Peng +11 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Topic Modeling
- Geospatial Big Data: Survey and Challenges
2024/04/29 by Jiayang Wu, Wu, Jiayang, Wensheng Gan +5 · 2 citations
Decision Sciences · #Big Data Technologies and Applications #Databases (cs.DB) #FOS: Computer and information sciences
- Cross-lingual COVID-19 Fake News Detection
2021/10/13 by Jiangshu Du, Yingtong Dou, Du, Jiangshu +9 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling
- Graph Masked Autoencoders with Transformers
2022/02/17 by Sixiao Zhang, Hongxu Chen, Zhang, Sixiao +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Deep reinforcement learning guided graph neural networks for brain network analysis
2022/03/18 by Xusheng Zhao, Jia Wu, Zhao, Xusheng +21 · 1 citation
Neuroscience · Computer Science · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Advanced Graph Neural Networks
- KIF: Knowledge Identification and Fusion for Language Model Continual Learning
2024/08/09 by Yujie Feng, Xu Chu, Feng, Yujie +11 · 2 citations
Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Speech and dialogue systems #Topic Modeling
- LEGO-Learn: Label-Efficient Graph Open-Set Learning
2024/10/21 by Haoyan Xu, Kay Liu, Xu, Haoyan +9 · 3 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- Spiking Graph Neural Network on Riemannian Manifolds
2024/10/23 by Li Sun, Zhenhao Huang, Sun, Li +6 · 3 citations
Computer Science · Neuroscience · #Neural Networks and Applications #Topological and Geometric Data Analysis #Neural dynamics and brain function
- Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
2025/02/17 by Leyi Pan, Aiwei Liu, Pan, Leyi +13 · 4 citations
Computer Science · Decision Sciences · #Natural Language Processing Techniques #Library Science and Information Systems #Data Quality and Management
- Scene Graph Modification as Incremental Structure Expanding
2022/09/15 by Xuming Hu, Hu, Xuming, Zhijiang Guo +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
2026/05/15 by Haolin Chen, Deon Metelski, Leon Qi +30 · 1 voice
Computer Science · #cs.CL #cs.AI
- Actor-Curator: Co-adaptive Curriculum Learning via Policy-Improvement Bandits for RL Post-Training
2026/02/24 by Zhengyao Gu, Jonathan Light, Raul Astudillo +7 · 1 voice
Computer Science · #cs.LG #cs.AI #cs.CL
- Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition
2023/05/12 by Yawen Yang, Yang, Yawen, Xuming Hu +11 · 1 citation
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
- Web3: The Next Internet Revolution
2023/03/22 by Shicheng Wan, Wan, Shicheng, Lin Hong +7 · 1 citation
Business, Management and Accounting · Computer Science · #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Networking and Internet Architecture (cs.NI) #Sharing Economy and Platforms
- DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for Alleviating Over-squashing
2024/01/23 by Li Sun, Sun, Li, Zhenhao Huang +11 · 2 citations
Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
2025/03/03 by Weizhi Zhang, Zhang, Weizhi, Liangwei Yang +13 · 2 citations
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Machine Learning in Healthcare
- GLIP-OOD: Zero-Shot Graph OOD Detection with Graph Foundation Model
2025/04/29 by Haoyan Xu, Xu, Haoyan, Xuzhi Zhang +14 · 4 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Community Detection in Large-Scale Complex Networks via Structural Entropy Game
2025/01/25 by Yantuan Xian, Pu Li, Xian, Yantuan +9 · 2 citations
Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
- From Known to Unknown: Quality-aware Self-improving Graph Neural Network for Open Set Social Event Detection
2022/08/15 by Jiaqian Ren, Ren, Jiaqian, Lei Jiang +11 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis
2023/05/25 by Xuming Hu, Hu, Xuming, Zhijiang Guo +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Give Me More Details: Improving Fact-Checking with Latent Retrieval
2023/05/25 by Xuming Hu, Hu, Xuming, Chen, Junzhe +4 · 1 citation
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
- All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm
2023/09/07 by Jiangshu Du, Congying Xia, Du, Jiangshu +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences
- From Cluster Assumption to Graph Convolution: Graph-based Semi-Supervised Learning Revisited
2023/09/24 by Zheng Wang, Wang, Zheng, Hongming Ding +9 · 1 citation
Computer Science · Social Sciences · #Advanced Computing and Algorithms #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
- C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation
2025/02/10 by G. Chen, Minpeng Liao, Chen, Guoxin +12 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
- Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
2025/02/22 by Yujie Feng, Xujia Wang, Feng, Yujie +17 · 3 citations
Computer Science · #Speech Recognition and Synthesis
- Large Language Models for Link Stealing Attacks Against Graph Neural Networks
2024/06/22 by Faqian Guan, Guan, Faqian, Tianqing Zhu +6 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning
2023/12/17 by Wenting Zhao, Zhao, Wenting, Liu Ye +17 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation
2023/11/01 by Xiangjue Dong, Yibo Wang, Dong, Xiangjue +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
2023/10/31 by Wenting Zhao, Ye Liu, Zhao, Wenting +13 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- GeoEdit: Geometric Knowledge Editing for Large Language Models
2025/02/27 by Yujie Feng, Feng, Yujie, Li-Ming Zhan +15 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Uncertainty Quantification on Graph Learning: A Survey
2024/04/23 by Chao Chen, Chenghua Guo, Chen, Chao +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multitask Active Learning for Graph Anomaly Detection
2024/01/24 by Wenjing Chang, Chang, Wenjing, Kay Liu +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Software System Performance and Reliability
- Beyond the Known: Novel Class Discovery for Open-world Graph Learning
2024/03/29 by Yucheng Jin, Jin, Yucheng, Yun Xiong +13 · 1 citation
Computer Science · #Educational Technology and Assessment #Data Mining Algorithms and Applications #Open Education and E-Learning
- A Generic Algorithm for Top-K On-Shelf Utility Mining
2022/08/27 by Jiahui Chen, Xu Guo, Chen, Jiahui +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Time Series Analysis and Forecasting
- IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
2024/06/14 by Jiawen Qin, Haonan Yuan, Qin, Jiawen +19 · 1 citation
Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
- Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives
2024/06/16 by Linlin Wang, Wang, Linlin, Tianqing Zhu +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data
- A Collaborative Ensemble Framework for CTR Prediction
2024/11/20 by Xiaolong Liu, Zhichen Zeng, Liu, Xiaolong +29 · 2 citations
Engineering · #Drilling and Well Engineering #Advanced X-ray and CT Imaging
- A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy
2025/06/11 by Henry Peng Zou, Wei Huang, Zou, Henry Peng +22 · 3 citations
Social Sciences · Medicine · Computer Science · #Ethics and Social Impacts of AI #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics
2025/02/05 by Li Sun, Sun, Li, Ziheng Zhang +12 · 2 citations
Engineering · Physics and Astronomy · #3D Shape Modeling and Analysis #FOS: Computer and information sciences #Heat Transfer and Optimization #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Structural Entropy Guided Probabilistic Coding
2024/12/12 by Xiang Huang, Huang, Xiang, Hao Peng +11 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Image and Signal Denoising Methods
- Paying for Honesty Without Knowing the Truth: Reputation-Penalty Design for LLM Marketplace Agents
2026/07/30 by Mingdai Yang, Shicheng Fan, Kejing Yu +5
Computer Science · #cs.AI
- Comprehensive, Efficient Large-Scale Community Detection via Structural Entropy Game
2026/07/15 by Pu Li, Yantuan Xian, Hao Peng +4
#cs.SI