Cao Xiao

Computer ScienceBiochemistry, Genetics and Molecular BiologyHealth Professions

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 33 papers. Top paper: “SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models”.

SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models

Proceedings of the AAAI Conference on Artificial Intelligence(2022)10.1609/aaai.v36i7.20714

N/A

0.241DataRank · unranked

4 citations

Lucas M. Glass, M. Brandon Westover, Cao Xiao, Jimeng Sun, Zhen Lin

Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review

Computers in Biology and Medicine(2020)10.1016/j.compbiomed.2020.103801

N/A

0DataRank · unranked

452 citations

Yuxi Zhou, Junyuan Shang, Cao Xiao, Jimeng Sun, Shenda Hong

STAN: spatio-temporal attention network for pandemic prediction using real-world evidence

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa322

N/A

0DataRank · unranked

137 citations

Rakshith Sharma, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg +3 more

Dr. Agent: Clinical predictive model via mimicked second opinions

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa074

N/A

0DataRank · unranked

22 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Junyi Gao

COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching

(2020)10.1145/3394486.3403123

N/A

0DataRank · unranked

52 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Junyi Gao

CHEER: Rich Model Helps Poor Model via Knowledge Infusion

IEEE Transactions on Knowledge and Data Engineering(2020)10.1109/tkde.2020.2989405

N/A

0DataRank · unranked

2 citations

Trong Nghia Hoang, Shenda Hong, Tengfei Ma, Jimeng Sun, Cao Xiao

CASTER: Predicting Drug Interactions with Chemical Substructure Representation

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5412

N/A

0DataRank · unranked

149 citations

Cao Xiao, Dô Trong Hoang, Lucas M. Glass, Jimeng Sun, Kexin Huang

CORE: Automatic Molecule Optimization Using Copy & Refine Strategy

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5404

N/A

0DataRank · unranked

43 citations

Cao Xiao, Jimeng Sun, Tianfan Fu

CONAN: Complementary Pattern Augmentation for Rare Disease Detection

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5401

N/A

0DataRank · unranked

37 citations

Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao +1 more

Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i01.5394

N/A

0DataRank · unranked

15 citations

Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun, Siddharth Biswal

UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data

arXiv (Cornell University)(2020)10.48550/arxiv.2010.11389

N/A

0DataRank · unranked

1 citations

Junjie Liang, Fenglong Ma, Lucas M. Glass, Jimeng Sun, Cao Xiao +1 more

CLARA: Clinical Report Auto-completion

arXiv (Cornell University)(2020)10.48550/arxiv.2002.11701

N/A

0DataRank · unranked

0 citations

Cao Xiao, Lucas M. Glass, M. Brandon Westover, Jimeng Sun, Siddharth Biswal

SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization

Bioinformatics(2021)10.1093/bioinformatics/btab207

N/A

0DataRank · unranked

177 citations

Kexin Huang, Chao Zhang, Lucas M. Glass, Jimeng Sun, Cao Xiao +1 more

Machine learning applications for therapeutic tasks with genomics data

Patterns(2021)10.1016/j.patter.2021.100328

N/A

0DataRank · unranked

47 citations

Cao Xiao, Lucas M. Glass, Cathy W. Critchlow, Greg Gibson, Jimeng Sun +1 more

MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization

IEEE Transactions on Knowledge and Data Engineering(2021)10.1109/tkde.2021.3052150

N/A

0DataRank · unranked

14 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Tianfan Fu

SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations

(2021)10.24963/ijcai.2021/514

N/A

0DataRank · unranked

117 citations

Cao Xiao, Fenglong Ma, Lucas M. Glass, Jimeng Sun, Chaoqi Yang

Change Matters: Medication Change Prediction with Recurrent Residual Networks

(2021)10.24963/ijcai.2021/513

N/A

0DataRank · unranked

71 citations

Cao Xiao, Lucas M. Glass, Jimeng Sun, Chaoqi Yang

MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization

Proceedings of the AAAI Conference on Artificial Intelligence(2021)10.1609/aaai.v35i1.16085

N/A

0DataRank · unranked

45 citations

Cao Xiao, Xinhao Li, Lucas M. Glass, Jimeng Sun, Tianfan Fu

Probabilistic and Dynamic Molecule-Disease Interaction Modeling for Drug Discovery

(2021)10.1145/3447548.3467286

N/A

0DataRank · unranked

11 citations

Cao Xiao, Cheng Qian, Lucas M. Glass, Jimeng Sun, Tianfan Fu

SPEAR

(2021)10.1145/3459930.3469530

N/A

0DataRank · unranked

0 citations

Cao Xiao, Kexin Huang, Lucas M. Glass, Jimeng Sun, Tianfan Fu

ClinicalRisk: A New Therapy-related Clinical Trial Dataset for Predicting Trial Status and Failure Reasons

PubMed(2023)10.1145/3583780.3615113

N/A

0DataRank · unranked

7 citations

Zhi Qiao, Lucas M. Glass, Cao Xiao, Fenglong Ma, Junyu Luo

Synthesize Extremely High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model

Research Square(2023)10.21203/rs.3.rs-2644725/v1

N/A

0DataRank · unranked

4 citations

Cao Xiao, Jimeng Sun, Brandon Theodorou

Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model

arXiv (Cornell University)(2023)10.48550/arxiv.2304.02169

N/A

0DataRank · unranked

2 citations

Cao Xiao, Jimeng Sun, Brandon Theodorou

Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources

PubMed(2024)10.18653/v1/2024.acl-long.199

N/A

0DataRank · unranked

8 citations

Junyu Luo, Jiaqi Wang, Yuan Zhong, Xiaokun Zhang, Yaqing Wang +4 more

Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models

PubMed(2024)10.1145/3637528.3671836

N/A

0DataRank · unranked

4 citations

Xiaochen Wang, Jiaqi Wang, Xiaokun Zhang, Yaqing Wang, Mengdi Huai +3 more

Recent Advances in Predictive Modeling with Electronic Health Records

arXiv (Cornell University)(2024)10.48550/arxiv.2402.01077

N/A

0DataRank · unranked

3 citations

Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang +6 more

BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models

PubMed(2024)10.18653/v1/2024.findings-emnlp.437

N/A

0DataRank · unranked

3 citations

Jiaqi Wang, Han Liu, Parminder Bhatia, Cao Xiao, Ting Wang +2 more

Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models

arXiv (Cornell University)(2024)10.48550/arxiv.2406.13942

N/A

0DataRank · unranked

1 citations

Xiaochen Wang, Jiaqi Wang, Xiaokun Zhang, Yaqing Wang, Mengdi Huai +3 more

Certifiably Byzantine-Robust Federated Conformal Prediction

arXiv (Cornell University)(2024)10.48550/arxiv.2406.01960

N/A

0DataRank · unranked

0 citations

Zhen Lin, Jimeng Sun, Cao Xiao, Бо Ли, Mintong Kang

BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2410.09079

N/A

0DataRank · unranked

0 citations

Jiaqi Wang, Han Liu, Parminder Bhatia, Cao Xiao, Ting Wang +2 more

Deep Continuous-Time State-Space Models for Marked Event Sequences

arXiv (Cornell University)(2024)10.48550/arxiv.2412.19634

N/A

0DataRank · unranked

0 citations

Alex Boyd, Cao Xiao, Taha Kass‐Hout, Parminder Bhatia, Padhraic Smyth +2 more

DeepPurpose: a deep learning library for drug–target interaction prediction

Bioinformatics(2020)10.1093/bioinformatics/btaa1005

N/A

0DataRank · unranked

484 citations

Tianfan Fu, Lucas M. Glass, Marinka Zitnik, Cao Xiao, Jimeng Sun +1 more

Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning

(2025)10.18653/v1/2025.acl-long.460

N/A

0DataRank · unranked

3 citations

Longjun Huang, A. J. Boyd, Parminder Bhatia, Taha Kass‐Hout, Cao Xiao +2 more