Juntao Tan

1. A-MEM: Agentic Memory for LLM Agents
   2025/02/17 by Wujiang Xu, Xu, Wujiang, Zujie Liang +9 · 3 voices · 124 citations
   Engineering · Computer Science · #cs.CL #cs.HC
2. APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets
   2024/06/26 by Zuxin Liu, Liu, Zuxin, Thai Hoang +31 · 40 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Software Engineering (cs.SE) #Time Series Analysis and Forecasting
3. OpenAGI: When LLM Meets Domain Experts
   2023/04/10 by Yingqiang Ge, Wenyue Hua, Ge, Yingqiang +11 · 23 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. IDGenRec: LLM-RecSys Alignment with Textual ID Learning
   2024/03/27 by Juntao Tan, Shuyuan Xu, Tan, Juntao +9 · 25 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques
5. xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
   2024/08/16 by Le Xue, Xue, Le, Manli Shu +57 · 32 citations
   Computer Science · #Speech and dialogue systems #Multi-Agent Systems and Negotiation
6. GenRec: Large Language Model for Generative Recommendation
   2023/07/02 by Jianchao Ji, Zelong Li, Ji, Jianchao +11 · 17 citations
   Computer Science · #Topic Modeling #Recommender Systems and Techniques #Machine Learning in Healthcare
7. xLAM: A Family of Large Action Models to Empower AI Agent Systems
   2024/09/05 by Jianguo Zhang, Tian Lan, Zhang, Jianguo +41 · 29 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
8. A Survey on Trustworthy Recommender Systems
   2022/07/25 by Yingqiang Ge, Shuchang Liu, Ge, Yingqiang +15 · 7 citations
   Computer Science · #Recommender Systems and Techniques #Cloud Computing and Resource Management #Spam and Phishing Detection
9. VIP5: Towards Multimodal Foundation Models for Recommendation
   2023/05/23 by Shijie Geng, Geng, Shijie, Juntao Tan +7 · 7 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
10. Fairness in Recommendation: Foundations, Methods and Applications
    2022/05/26 by Yunqi Li, Hanxiong Chen, Li, Yunqi +11 · 5 citations
    Computer Science · #Explainable Artificial Intelligence (XAI)
11. AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning
    2024/02/23 by Jianguo Zhang, Zhang, Jianguo, Tian Lan +31 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
12. LATTE: Learning to Think with Vision Specialists
    2024/12/07 by Zixian Ma, Ma, Zixian, Jianguo Zhang +21 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
13. Regional Resilience in Times of a Pandemic Crisis: The Case of COVID‐19 in China
    2020/06/19 by Huiwen Gong, Robert Hassink, Juntao Tan +1 · 3 citations
    Economics, Econometrics and Finance · Social Sciences · #Regional resilience and development #Migration, Aging, and Tourism Studies
14. LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem
    2023/12/06 by Yingqiang Ge, Yujie Ren, Ge, Yingqiang +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Operating Systems (cs.OS)
15. Counterfactual Evaluation for Explainable AI
    2021/09/05 by Yingqiang Ge, Ge, Yingqiang, Shuchang Liu +15 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
16. Causal Inference for Recommendation: Foundations, Methods and Applications
    2023/01/08 by Shuyuan Xu, Xu, Shuyuan, Jianchao Ji +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Information Retrieval (cs.IR)
17. PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
    2024/10/24 by Zhiwei Liu, Weiran Yao, Liu, Zhiwei +29 · 1 citation
    Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
18. Entropy-Based Block Pruning for Efficient Large Language Models
    2025/04/04 by Liangwei Yang, Yang, Liangwei, Yuhui Xu +13 · 1 citation
    Computer Science · #Topic Modeling #Advanced Neural Network Applications #Big Data and Digital Economy