Jiliang Tang
- Graph Neural Networks for Social Recommendation
2019/02/19 by Wenqi Fan, Yao Ma, Fan, Wenqi +11 · 65 citations
Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Topic Modeling
- Fake News Detection on Social Media: A Data Mining Perspective
2017/08/07 by Kai Shu, Shu, Kai, Amy Sliva +7 · 32 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #H.2.8 #Misinformation and Its Impacts #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI) #Spam and Phishing Detection
- Graph Structure Learning for Robust Graph Neural Networks
2020/05/20 by Wei Jin, Yao Ma, Jin, Wei +9 · 31 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- Large Language Models for Education: A Survey and Outlook
2024/03/26 by Shen Wang, T. Xu, Wang, Shen +14 · 56 citations
Computer Science · #Topic Modeling
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs
2023/07/07 by Zhikai Chen, Chen, Zhikai, Haitao Mao +19 · 28 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) #Topic Modeling
- 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)
- The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)
2024/02/23 by Shenglai Zeng, Jiankun Zhang, Zeng, Shenglai +19 · 27 citations
Social Sciences · Computer Science · Decision Sciences · #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Technology Adoption and User Behaviour
- Retrieval-Augmented Generation with Graphs (GraphRAG)
2024/12/31 by Haoyu Han, Han, Haoyu, Yu Wang +32 · 39 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning and Algorithms #DNA and Biological Computing
- Is Homophily a Necessity for Graph Neural Networks?
2021/06/11 by Yao Ma, Ma, Yao, Xiaorui Liu +5 · 10 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
- To be Robust or to be Fair: Towards Fairness in Adversarial Training
2020/10/13 by Han Xu, Xu, Han, Liu, Xiaorui +4 · 9 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis
2024/06/16 by Yuping Lin, Lin, Yuping, Peng He +11 · 16 citations
Computer Science · #Digital and Cyber Forensics #Cybercrime and Law Enforcement Studies #Information and Cyber Security
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
2022/06/23 by Zitao Liu, Liu, Zitao, Qiongqiong Liu +9 · 9 citations
Computer Science · #Online Learning and Analytics #Machine Learning and Data Classification #Topic Modeling
- Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking
2023/06/18 by Juanhui Li, Li, Juanhui, Harry Shomer +13 · 11 citations
Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
- A Survey on Post-training of Large Language Models
2025/03/08 by Guiyao Tie, Zeli Zhao, Tie, Guiyao +52 · 1 voice · 9 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
- Generative Diffusion Models on Graphs: Methods and Applications
2023/02/06 by Cheng-Yi Liu, Wenqi Fan, Liu, Chengyi +13 · 9 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- A Robust Semantics-based Watermark for Large Language Model against Paraphrasing
2023/11/15 by Jie Ren, Han Xu, Ren, Jie +11 · 11 citations
Computer Science · #Topic Modeling #Internet Traffic Analysis and Secure E-voting #Natural Language Processing Techniques
- A Survey of Signed Network Mining in Social Media
2015/11/24 by Jiliang Tang, Tang, Jiliang, Yi Chang +5 · 6 citations
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Opinion Dynamics and Social Influence
- Unveiling Privacy Risks in LLM Agent Memory
2025/02/17 by Bo Wang, Wang, Bo, Weiyi He +11 · 20 citations
Computer Science · #Cloud Data Security Solutions #Security and Verification in Computing #Privacy-Preserving Technologies in Data
- Graph Condensation for Graph Neural Networks
2021/10/14 by Wei Jin, Lingxiao Zhao, Jin, Wei +9 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Graph Theory and Algorithms
- Self-supervised Learning on Graphs: Deep Insights and New Direction
2020/06/17 by Wei Jin, Jin, Wei, Tyler Derr +11 · 9 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- A Large Scale Search Dataset for Unbiased Learning to Rank
2022/07/07 by Lixin Zou, Zou, Lixin, Haitao Mao +11 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications
- Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
2024/06/15 by Zhikai Chen, Haitao Mao, Chen, Zhikai +19 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cellular Automata and Applications #DNA and Biological Computing #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Trustworthy AI: A Computational Perspective
2021/07/12 by Haochen Liu, Yiqi Wang, Liu, Haochen +15 · 5 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Learning Hierarchical Discourse-level Structure for Fake News Detection
2019/02/27 by Hamid Reza Karimi, Jiliang Tang, Karimi, Hamid +1 · 6 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts #Spam and Phishing Detection #Topic Modeling
- RAG vs. GraphRAG: A Systematic Evaluation and Key Insights
2025/02/17 by Haoyu Han, Han, Haoyu, Ma, Li +17 · 16 citations
Computer Science · #AI-based Problem Solving and Planning #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Does Gender Matter? Towards Fairness in Dialogue Systems
2019/10/16 by Haochen Liu, Liu, Haochen, Jamell Dacon +9 · 5 citations
Computer Science · Social Sciences · #Topic Modeling #Ethics and Social Impacts of AI #Hate Speech and Cyberbullying Detection
- Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data
2024/06/20 by Shenglai Zeng, Jiankun Zhang, Zeng, Shenglai +17 · 9 citations
Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
- Node Similarity Preserving Graph Convolutional Networks
2020/11/19 by Wei Jin, Tyler Derr, Jin, Wei +9 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
2024/10/04 by Xinnan Dai, Dai, Xinnan, Haohao Qu +15 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
- Label-free Node Classification on Graphs with Large Language Models (LLMS)
2023/10/07 by Zhikai Chen, Chen, Zhikai, Haitao Mao +13 · 5 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- R-Transformer: Recurrent Neural Network Enhanced Transformer
2019/07/12 by Zhiwei Wang, Wang, Zhiwei, Yao Ma +5 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting #electronic engineering #information engineering
- Bringing Generative AI to Adaptive Learning in Education
2024/02/02 by Hang Li, Li, Hang, Tianlong Xu +15 · 5 citations
Computer Science · #Online Learning and Analytics
- PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
2024/06/04 by Bingheng Li, Linxin Yang, Li, Bingheng +19 · 6 citations
Computer Science · Engineering · #Advanced Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications #Optimization and Control (math.OC)
- Copyright Protection in Generative AI: A Technical Perspective
2024/02/04 by Jie Ren, Ren, Jie, Xu Han +21 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Machine Learning (cs.LG)
- Transferable Unlearnable Examples
2022/10/18 by Jie Ren, Xu Han, Ren, Jie +9 · 3 citations
Decision Sciences · Computer Science · #Data Quality and Management #Privacy-Preserving Technologies in Data #Big Data Technologies and Applications
- Adversarial Attacks and Defenses on Graphs: A Review, A Tool and Empirical Studies
2020/03/02 by Wei Jin, Yaxin Li, Jin, Wei +11 · 6 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Advanced Graph Neural Networks #Ethics and Social Impacts of AI
- Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning
2020/09/28 by Haochen Liu, Liu, Haochen, Wentao Wang +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Exploring Query Understanding for Amazon Product Search
2024/08/05 by Chen Luo, Xianfeng Tang, Luo, Chen +27 · 4 citations
Computer Science · #Web Data Mining and Analysis
- Learning on Graphs with Large Language Models(LLMs): A Deep Dive into Model Robustness
2024/07/16 by Kai Guo, Zewen Liu, Guo, Kai +11 · 4 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
- Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective
2024/02/13 by Kai Guo, Hongzhi Wen, Guo, Kai +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Are Large Language Models (LLMs) Good Social Predictors?
2024/02/20 by Kaiqi Yang, Yang, Kaiqi, Hang Li +9 · 3 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Topic Modeling
- Superiority of Multi-Head Attention in In-Context Linear Regression
2024/01/30 by Yingqian Cui, Jie Ren, Cui, Yingqian +7 · 3 citations
Computer Science · Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach
2024/06/05 by Haoyu Han, Han, Haoyu, Juanhui Li +13 · 3 citations
Computer Science · #Advanced Graph Neural Networks
- Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data
2016/08/14 by Makoto Yamada, Jiliang Tang, Yamada, Makoto +23 · 1 citation
Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning in Bioinformatics #Metabolomics and Mass Spectrometry Studies
- Streaming Recommender Systems
2016/07/21 by Shiyu Chang, Chang, Shiyu, Jiliang Tang +10 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- SA-GDA: Spectral Augmentation for Graph Domain Adaptation
2024/08/17 by Jinhui Pang, Pang, Jinhui, Zixuan Wang +7 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- Graph-level Representation Learning with Joint-Embedding Predictive Architectures
2023/09/27 by Geri Skenderi, Skenderi, Geri, Hang Li +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Models
2024/10/16 by Jie Ren, Ren, Jie, Kangrui Chen +11 · 3 citations
Computer Science · #Natural Language Processing Techniques
- Signed Graph Convolutional Network
2018/08/20 by Tyler Derr, Yao Ma, Derr, Tyler +3 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- Deep Adversarial Network Alignment
2019/02/27 by Tyler Derr, Hamid Reza Karimi, Derr, Tyler +7 · 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 #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis
2024/07/21 by Guangliang Liu, Liu, Guangliang, Haitao Mao +5 · 3 citations
Decision Sciences · Neuroscience · #Computation and Language (cs.CL) #Ethics in Business and Education #FOS: Computer and information sciences #Psychology of Moral and Emotional Judgment
- LLM-based Automated Grading with Human-in-the-Loop
2025/04/07 by Yucheng Chu, Chu, Yucheng, Hang Li +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications #Topic Modeling
- Graph Feature Gating Networks
2021/05/10 by Wei Jin, Jin, Wei, Xiaorui Liu +9 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
- A Pure Transformer Pretraining Framework on Text-attributed Graphs
2024/06/19 by Yu Song, Song, Yu, Haitao Mao +14 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Toward Annotator Group Bias in Crowdsourcing
2021/10/08 by Haochen Liu, Liu, Haochen, Joseph Thekinen +13 · 1 citation
Computer Science · #Mobile Crowdsensing and Crowdsourcing #Data Stream Mining Techniques #Machine Learning and Data Classification
- Enhancing LLM-Based Short Answer Grading with Retrieval-Augmented Generation
2025/04/07 by Yucheng Chu, Chu, Yucheng, Peng He +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications #Topic Modeling
- Graph Enhanced BERT for Query Understanding
2022/04/03 by Juanhui Li, Yao Ma, Li, Juanhui +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
- Detecting Harmful Online Conversational Content towards LGBTQIA+ Individuals
2022/06/15 by Jamell Dacon, Dacon, Jamell, Harry Shomer +5 · 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 #Spam and Phishing Detection
- Test-Time Training for Graph Neural Networks
2022/10/17 by Yiqi Wang, Chaozhuo Li, Wang, Yiqi +11 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science
- A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration
2024/10/21 by Yingqian Cui, Cui, Yingqian, Pengfei He +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Whole Page Unbiased Learning to Rank
2022/10/19 by Haitao Mao, Mao, Haitao, Lixin Zou +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques #Text and Document Classification Technologies
- TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
2025/10/06 by Pengfei He, Zhenwei Dai, He, Pengfei +23 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Towards Neural Scaling Laws on Graphs
2024/02/03 by Jingzhe Liu, Haitao Mao, Liu, Jingzhe +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems
2025/06/03 by Pengfei He, He, Pengfei, Zhenwei Dai +20 · 3 citations
Computer Science · #Cloud Data Security Solutions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- AutoG: Towards automatic graph construction from tabular data
2025/01/25 by Zhikai Chen, Chen, Zhikai, Han Xie +11 · 1 citation
Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Natural Language Processing Techniques
- Learning Multi-level Dependencies for Robust Word Recognition
2019/11/22 by Zhiwei Wang, Hui Liu, Wang, Zhiwei +9 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Handwritten Text Recognition Techniques
- Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path
2024/08/18 by Xinnan Dai, Dai, Xinnan, Qihao Wen +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
- Multi-Faceted Studies on Data Poisoning can Advance LLM Development
2025/02/20 by Pengfei He, He, Pengfei, Yue Xing +7 · 1 citation
Decision Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Beyond Fixed Depths and Widths: Optimizing Textual Decoding Tries in LLM-based Generative Recommendation
2026/07/18 by Jingzhe Liu, Hanbing Wang, Jiliang Tang +4
#cs.IR