Wenqi Shi
9 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Renaissance Researcher (7) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
β‘
Prolific Year
(6)
Conferences
EMNLP (4)
ACL (3)
EACL (1)
UAI (1)
Top co-authors
Keywords
large language model
(4)
parameter efficiency
(2)
electronic health record
(2)
dense retrieval
(2)
domain adaptation
(2)
causal effect estimation
(1)
model distillation
(1)
transfer learning
(1)
dynamic routing
(1)
knowledge distillation
(1)
clinical prediction
(1)
synthetic data generation
(1)
instruction tuning
(1)
kernel regression
(1)
model fine-tuning
(1)
test-time adaptation
(1)
consistency regularization
(1)
instruction fine-tuning
(1)
unsupervised pre-training
(1)
language model
(1)
Papers
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
MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning
EMNLP 2024
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records
ACL 2024
MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications
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
Learning Nonlinear Causal Effect via Kernel Anchor Regression
UAI 2023