Wenqi Shi
10 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (51) 🌈 Renaissance Researcher (5)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(6)
Natural Language Processing
(5)
Application Areas
(4)
Resources & Methods
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Deep Learning
(2)
Applications · Natural Language Processing
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Keywords
large language model
(4)
parameter efficiency
(2)
electronic health record
(2)
dense retrieval
(2)
domain adaptation
(2)
model distillation
(1)
knowledge distillation
(1)
transfer learning
(1)
dynamic routing
(1)
test-time adaptation
(1)
unsupervised pretraining
(1)
clinical prediction
(1)
synthetic data generation
(1)
instruction tuning
(1)
consistency regularization
(1)
code generation
(1)
language model
(1)
vision-language model
(1)
model fine-tuning
(1)
kernel regression
(1)
Papers
Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs
CVPR 2026
Towards Effective and Efficient Multi-Agent Language Model Systems: Foundations, Prospects, and Applications
ACL 2026
WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning
EACL 2026
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
EMNLP 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records
EMNLP 2024
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models
ACL 2024
MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning
EMNLP 2024
MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications
EMNLP 2024
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records
ACL 2024
Learning Nonlinear Causal Effect via Kernel Anchor Regression
UAI 2023