Juntao Tan

About Juntao Tan

Juntao Tan, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Rutgers, The State University of New Jersey, specializes in the field of Machine Learning, Explainable AI, Recommendation System, Information Retrieval.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards LLM-RecSys Alignment with Textual ID Learning

Genrec: Large language model for generative recommendation

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Openagi: When llm meets domain experts

Explainable AI for human and science

Towards more robust and accurate sequential recommendation with cascade-guided adversarial training

Efficient Non-Sampling Graph Neural Networks

Juntao Tan Information

University

Position

PhD student

Citations(all)

502

Citations(since 2020)

499

Cited By

6

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

14

i10Index(since 2020)

14

Email

University Profile Page

Google Scholar

Juntao Tan Skills & Research Interests

Machine Learning

Explainable AI

Recommendation System

Information Retrieval

Top articles of Juntao Tan

Towards LLM-RecSys Alignment with Textual ID Learning

arXiv preprint arXiv:2403.19021

2024/3/27

Genrec: Large language model for generative recommendation

2024/3/23

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

arXiv preprint arXiv:2402.15506

2024/2/23

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

arXiv preprint arXiv:2402.15538

2024/2/23

Openagi: When llm meets domain experts

Advances in Neural Information Processing Systems

2024/2/13

Explainable AI for human and science

2024

Juntao Tan
Juntao Tan

H-Index: 1

Towards more robust and accurate sequential recommendation with cascade-guided adversarial training

arXiv preprint arXiv:2304.05492

2023/4/11

Efficient Non-Sampling Graph Neural Networks

Information

2023/7/25

Text based Large Language Model for Recommendation

arXiv preprint arXiv:2307.00457

2023/7/2

VIP5: Towards Multimodal Foundation Models for Recommendation

2023/12

ExplainableFold: Understanding AlphaFold Prediction with Explainable AI

29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023)

2023/5

Juntao Tan
Juntao Tan

H-Index: 1

Yongfeng Zhang
Yongfeng Zhang

H-Index: 28

Counterfactual Collaborative Reasoning

2023/2/27

Causal Inference for Recommendation: Foundations, Methods and Applications

arXiv preprint arXiv:2301.04016

2023/1/8

LLM as OS (llmao), Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem

arXiv preprint arXiv:2312.03815

2023/12/6

LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem

arXiv e-prints

2023/12

Fairness in Recommendation: Foundations, Methods, and Applications

ACM Transactions on Intelligent Systems and Technology

2023/10/9

User-Controllable Recommendation via Counterfactual Retrospective and Prospective Explanations

arXiv preprint arXiv:2308.00894

2023/8/2

A Reusable Model-agnostic Framework for Faithfully Explainable Recommendation and System Scrutability

ACM Transactions on Information Systems

2023/8/21

Dynamic Causal Collaborative Filtering

2022/10/17

See List of Professors in Juntao Tan University(Rutgers, The State University of New Jersey)

Co-Authors

academic-engine