Zifeng Wang

Northeastern University — United States

Computer Science · Physical Sciences

18h-index2.5kcitations95works3.02yr avg
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Research Topics

Topic Modeling(24), Domain Adaptation and Few-Shot Learning(22), Multimodal Machine Learning Applications(13), Machine Learning in Healthcare(12), Natural Language Processing Techniques(9)

Publications95 total

A foundation model for human-AI collaboration in medical literature mining
Nature Communications·2025· 6 citedOpen Access
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
arXiv (Cornell University)·2025Open Access
Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation
arXiv (Cornell University)·2025Open Access
BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research
arXiv (Cornell University)·2025Open Access
s3: You Don't Need That Much Data to Train a Search Agent via RL
arXiv (Cornell University)·2025Open Access
Continual Learning of Large Language Models: A Comprehensive Survey
ACM Computing Surveys·2025· 27 citedOpen Access
A Model-Free Terminal Iterative Learning Control Scheme for Multi-Layer Printing Alignment Control Problems
arXiv (Cornell University)·2025Open Access
DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Universal Model Routing for Efficient LLM Inference
arXiv (Cornell University)·2025Open Access
An Adaptive Spatial-Terminal Iterative Learning Strategy in Roll-to-Roll Control Problems
ASME journal of micro and nano science and engineering.·2025Open Access
s3: You Don’t Need That Much Data to Train a Search Agent via RL
2025Open Access
Reverse Thinking Makes LLMs Stronger Reasoners
2025Open Access
Reverse Thinking Makes LLMs Stronger Reasoners
arXiv (Cornell University)·2024· 1 citedOpen Access
An Adaptive Spatial-Terminal Iterative Learning Strategies in Roll-to-Roll Control Problems
2024· 1 cited
Can Large Language Models Replace Data Scientists in Biomedical Research?
arXiv (Cornell University)·2024Open Access
Demystifying Large Language Models for Medicine: A Primer
PubMed·2024· 2 citedOpen Access
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
arXiv (Cornell University)·2024· 2 citedOpen Access
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
arXiv (Cornell University)·2024· 6 citedOpen Access
GSANet: Enhancing accuracy in the segmentation of challenging medical images
Applied and Computational Engineering·2024Open Access
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment
2024· 9 citedOpen Access
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Frequent Co-authors

Jennifer Dy(23), Stratis Ioannidis(15), Jimeng Sun(12), Tong Jian(11), Kaushik Chowdhury(10), Tomas Pfister(6), Yanzhi Wang(6), Aria Masoomi(6), Shao‐Lun Huang(5), Yefeng Zheng(5), Han Zhang(4), Xiaoqi Ren(4), Batool Salehi(4), Rui Wen(4), Tingting Zhao(4), Vinçent Pérot(4), Zizhao Zhang(3), Sayna Ebrahimi(3), Andrey Gritsenko(3), Guillem Reus-Muns(3)