Chufan Gao

25 papers A* 4Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
MolTextQA: A Question-Answering Dataset and Benchmark for Evaluating Multimodal Architectures and LLMs on Molecular Structure-Text Understanding.
J. Data-centric Mach. Learn. Res.
Siddhartha Laghuvarapu, Namkyeong Lee, Chufan Gao, Jimeng Sun
2025 A* conf
Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise.
EMNLP
Hanyin Wang, Chufan Gao, Qiping Xu, Bolun Liu, Guleid Hussein, Hariprasad Reddy Korsapati, Mohamad El Labban, Kingsley Iheasirim, Mohamed Hassan, Gokhan Anil, Brian Bartlett, Jimeng Sun
2025 — conf
Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation.
ACL (Findings)
Hanyin Wang, Chufan Gao, Bolun Liu, Qiping Xu, Guleid Hussein, Mohamad El Labban, Kingsley Iheasirim, Hariprasad Reddy Korsapati, Chuck Outcalt, Jimeng Sun
2025 J jnl
Utilizing Training Data to Improve LLM Reasoning for Tabular Understanding.
CoRR
Chufan Gao, Jintai Chen, Jimeng Sun
2024 J jnl
Adapting Open-Source Large Language Models for Cost-Effective, Expert-Level Clinical Note Generation with On-Policy Reinforcement Learning.
CoRR
Hanyin Wang, Chufan Gao, Bolun Liu, Qiping Xu, Guleid Hussein, Mohamad El Labban, Kingsley Iheasirim, Hariprasad Korsapati, Chuck Outcalt, Jimeng Sun
2024 J jnl
Automatically Labeling $200B Life-Saving Datasets: A Large Clinical Trial Outcome Benchmark.
CoRR
Chufan Gao, Jathurshan Pradeepkumar, Trisha Das, Shivashankar Thati, Jimeng Sun
2024 J jnl
DRG-LLaMA : tuning LLaMA model to predict diagnosis-related group for hospitalized patients.
npj Digit. Medicine
Hanyin Wang, Chufan Gao, Christopher Dantona, Bryan Hull, Jimeng Sun
2024 J jnl
Language Interaction Network for Clinical Trial Approval Estimation.
CoRR
Chufan Gao, Tianfan Fu, Jimeng Sun
2024 A* conf
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement.
IJCAI
Zifeng Wang, Chufan Gao, Cao Xiao, Jimeng Sun
2024 J jnl
Signal Quality Auditing for Time-series Data.
CoRR
Chufan Gao, Nicholas Gisolfi, Artur Dubrawski
2024 — conf
TTM-RE: Memory-Augmented Document-Level Relation Extraction.
ACL (1)
Chufan Gao, Xuan Wang, Jimeng Sun
2024 J jnl
TTM-RE: Memory-Augmented Document-Level Relation Extraction.
CoRR
Chufan Gao, Xuan Wang, Jimeng Sun
2024 J jnl
TrialSynth: Generation of Synthetic Sequential Clinical Trial Data.
CoRR
Chufan Gao, Mandis Beigi, Afrah Shafquat, Jacob Aptekar, Jimeng Sun
2023 J jnl
AnyPredict: Foundation Model for Tabular Prediction.
CoRR
Zifeng Wang, Chufan Gao, Cao Xiao, Jimeng Sun
2023 J jnl
DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients.
CoRR
Hanyin Wang, Chufan Gao, Christopher Dantona, Bryan Hull, Jimeng Sun
2023 J jnl
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming.
CoRR
Chufan Gao, Xulin Fan, Jimeng Sun, Xuan Wang
2022 J jnl
Artificial Intelligence for In Silico Clinical Trials: A Review.
CoRR
Zifeng Wang, Chufan Gao, Lucas M. Glass, Jimeng Sun
2022 — conf
Classifying Unstructured Clinical Notes via Automatic Weak Supervision.
MLHC
Chufan Gao, Mononito Goswami, Jieshi Chen, Artur Dubrawski
2022 J jnl
Classifying Unstructured Clinical Notes via Automatic Weak Supervision.
CoRR
Chufan Gao, Mononito Goswami, Jieshi Chen, Artur Dubrawski
2021 J jnl
Learning Graph Neural Networks for Multivariate Time Series Anomaly Detection.
CoRR
Saswati Ray, Sana Lakdawala, Mononito Goswami, Chufan Gao
2021 J jnl
The Word is Mightier than the Label: Learning without Pointillistic Labels using Data Programming.
CoRR
Chufan Gao, Mononito Goswami
2020 A* conf
Modeling Involuntary Dynamic Behaviors to Support Intelligent Tutoring (Student Abstract).
AAAI
Mononito Goswami, Lujie Chen, Chufan Gao, Artur Dubrawski
2020 A* conf
Predicting Students' Attention Level with Interpretable Facial and Head Dynamic Features in an Online Tutoring System (Student Abstract).
AAAI
Shimeng Peng, Lujie Chen, Chufan Gao, Richard Jiarui Tong
2019 — conf
Augmenting LIDC dataset using 3D generative adversarial networks to improve lung nodule detection.
Computer-Aided Diagnosis
Chufan Gao, Stephen Clark, Jacob Furst, Daniela Raicu
2019 J jnl
Detecting Patterns of Physiological Response to Hemodynamic Stress via Unsupervised Deep Learning.
CoRR
Chufan Gao, Fabian Falck, Mononito Goswami, Anthony Wertz, Michael R. Pinsky, Artur Dubrawski