Jiaxuan You
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 534 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
2025/03/31 by Bang Liu, Xinfeng Li, Liu, Bang +95 · 13 voices · 36 citations
Computer Science · #Reinforcement Learning in Robotics
- GNNExplainer: Generating Explanations for Graph Neural Networks
2019/03/10 by Rex Ying, Dylan Bourgeois, Ying, Rex +7 · 60 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
2018/02/24 by Jiaxuan You, You, Jiaxuan, Rex Ying +7 · 49 citations
Computer Science · #Graph Theory and Algorithms #Advanced Graph Neural Networks #Machine Learning and Data Classification
- Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation
2018/06/06 by Jiaxuan You, Bowen Liu, You, Jiaxuan +7 · 27 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Protein Structure and Dynamics
- How Far Are We From AGI: Are LLMs All We Need?
2024/05/16 by Tao Feng, Chuanyang Jin, Feng, Tao +13 · 1 voice · 12 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #cs.AI #cs.CL #cs.CY #cs.LG
- RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
2024/07/02 by Yue Yu, Wei Ping, Yu, Yue +13 · 44 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Data Mining Algorithms and Applications
- Handling Missing Data with Graph Representation Learning
2020/10/30 by Jiaxuan You, You, Jiaxuan, Xiaobai Ma +7 · 17 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Social and Information Networks (cs.SI) #Topic Modeling
- GraphRouter: A Graph-based Router for LLM Selections
2024/10/04 by Tao Feng, Feng, Tao, Yanzhen Shen +3 · 33 citations
Computer Science · #Natural Language Processing Techniques #Digital Rights Management and Security #Semantic Web and Ontologies
- ROLAND: Graph Learning Framework for Dynamic Graphs
2022/08/15 by Jiaxuan You, You, Jiaxuan, Tianyu Du +3 · 15 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Graph Theory and Algorithms
- Identity-aware Graph Neural Networks
2021/01/25 by Jiaxuan You, Jonathan M. Gomes-Selman, You, Jiaxuan +5 · 10 citations
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Complex Network Analysis Techniques
- Neural Subgraph Matching
2020/07/06 by Rex, Ying, Lou, Zhaoyu +8 · 6 citations
Computer Science · #Graph Theory and Algorithms #Advanced Graph Neural Networks #Complexity and Algorithms in Graphs
- Nemotron-4 15B Technical Report
2024/02/26 by Jupinder Parmar, Shrimai Prabhumoye, Parmar, Jupinder +51 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
2025/12/18 by Pengcheng Jiang, Jiacheng Lin, Jiang, Pengcheng +67 · 5 voices · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI #cs.CL
- ResearchTown: Simulator of Human Research Community
2024/12/23 by Haofei Yu, Yu, Haofei, Hong, Zhaochen +10 · 10 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Must Read: A Comprehensive Survey of Computational Persuasion
2025/05/12 by Nimet Beyza Bozdag, Bozdag, Nimet Beyza, Shuhaib Mehri +17 · 1 voice · 5 citations
#cs.CL #cs.AI #cs.CY
- Relational Multi-Task Learning: Modeling Relations between Data and Tasks
2023/03/14 by Kaidi Cao, Jiaxuan You, Cao, Kaidi +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Bioinformatics #Machine Learning and Data Classification #Topic Modeling
- ToMAP: Training Opponent-Aware LLM Persuaders with Theory of Mind
2025/05/29 by Peixuan Han, Zijia Liu, Han, Peixuan +3 · 5 citations
Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #AI in Service Interactions
- Table as Thought: Exploring Structured Thoughts in LLM Reasoning
2025/01/04 by Zhenjie Sun, Sun, Zhenjie, Naihao Deng +5 · 3 citations
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs
2024/10/14 by Haozhen Zhang, Tao Feng, Zhang, Haozhen +3 · 3 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models
2024/09/23 by Pengrui Han, Han, Pengrui, Peiyang Song +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.0 #Topic Modeling
- Deep Reinforcement Learning for Modelling Protein Complexes
2024/03/11 by Ziqi Gao, Tao Feng, Gao, Ziqi +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Microbial Metabolic Engineering and Bioproduction #Protein Structure and Dynamics #Viral Infectious Diseases and Gene Expression in Insects #and Science (cs.CE)
- PyG-SSL: A Graph Self-Supervised Learning Toolkit
2024/12/30 by Lecheng Zheng, Baoyu Jing, Zheng, Lecheng +21 · 2 citations
Computer Science · #Service-Oriented Architecture and Web Services #Semantic Web and Ontologies #Advanced Graph Neural Networks
- AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents
2026/07/21 by Kunlun Zhu, Xuyan Ye, Zhiguang Han +9 · 1 voice · 1 citation
#cs.AI #cs.CL