Jimeng Sun
- Papers
- 18
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Authored papers
18Adaptation of Agentic AI
arXiv 2025
s3: You Don't Need That Much Data to Train a Search Agent via RL
arXiv 2025
DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning
arXiv 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
arXiv 2025
Demystifying Large Language Models for Medicine: A Primer
arXiv 2024
Automatically Labeling $200B Life-Saving Datasets: A Large Clinical Trial Outcome Benchmark
arXiv 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment
arXiv 2024
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
arXiv 2024
Making Pre-trained Language Models Great on Tabular Prediction
arXiv 2024
Matching Patients to Clinical Trials with Large Language Models
arXiv 2023
PIE: Simulating Disease Progression via Progressive Image Editing
arXiv 2023
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control
arXiv 2023
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
arXiv 2023
ExcelFormer: A neural network surpassing GBDTs on tabular data
arXiv 2023
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
arXiv 2022
TransTab: Learning Transferable Tabular Transformers Across Tables
arXiv 2022
HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data
arXiv 2021
Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning
arXiv 2020
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