| 2026 | PAKDD | RLKGC: Reinforcement Learning Retrieval with Large Language Models for Knowledge Graph Completion. | Urshi Barua Teya, Kai Shu, Suzan Arslanturk, Sorin Draghici, Lihui Liu |
| 2020 | PSB | Integrated Cancer Subtyping using Heterogeneous Genome-Scale Molecular Datasets. | Suzan Arslanturk, Sorin Draghici, Tin Nguyen |
| 2017 | PSB | MicroRNA-Augmented Pathways (mirAP) and Their Applications to Pathway Analysis and Disease Subtyping. | Diana Diaz, Michele Donato, Tin Nguyen, Sorin Draghici |
| 2013 | CEC | A genetic algorithms framework for estimating individual gene contributions in signaling pathways. | Calin Voichita, Michele Donato, Sorin Draghici |
| 2012 | ICMLA | Incorporating Gene Significance in the Impact Analysis of Signaling Pathways. | Calin Voichita, Michele Donato, Sorin Draghici |
| 2012 | IJCNN | A method for analysis and correction of cross-talk effects in pathway analysis. | Michele Donato, Sorin Draghici, Alin Tomoiaga, Peter Westfall, Zhonghui Xu, Roberto Romero |
| 2010 | IJCNN | Signaling pathways coupling phenomena. | Michele Donato, Sorin Draghici |
| 2008 | IJCNN | Identifying uncertainty regions in Support Vector Machines using geometric margin and convex hulls. | Calin Voichita, Purvesh Khatri, Sorin Draghici |
| 2007 | CIARP | A System Biology Approach for the Steady-State Analysis of Gene Signaling Networks. | Purvesh Khatri, Sorin Draghici, Adi L. Tarca, Sonia S. Hassan, Roberto Romero |
| 2007 | CIBCB | Semantic Analysis of Genome Annotations using Weighting Schemes. | Bogdan Done, Purvesh Khatri, Arina Done, Sorin Draghici |
| 2005 | CIBCB | A Novel Bioinformatics Technique for Predicting Condition-specific Transcription Factor Binding Sites. | Valmik Desai, Purvesh Khatri, Arina Done, Aviva Friedman, Michael A. Tainsky, Sorin Draghici |
| 2005 | PSB | Identification of Genomic Signatures for the Design of Assays for the Detection and Monitoring of Anthrax Threats. | Sorin Draghici, Purvesh Khatri, Yanhong Liu, Kitty J. Chase, Elizabeth A. Bode, David A. Kulesh, Leonard P. Wasieloski, David A. Norwood, Jaques Reifman |
| 2003 | IWANN | A Back Propagation Neural Network for Localizing Abnormal Cortical Regions in FDG PET Images in Epileptic Children. | Siamak Pourabdollah, Otto Muzik, Sorin Draghici |
| 2002 | PSB | A SOFM Approach to Predicting HIV Drug Resistance. | R. Brian Potter, Sorin Draghici |
| 1999 | IJCNN | Some new results on the capabilities of integer weights neural networks in classification problems. | Sorin Draghici |
| 1999 | IJCNN | A VLSI neural network classifier based on integer-valued weights. | Sorin Draghici, Damon A. Miller |
| 1999 | IWANN | On the Computational Power of Limited Precision Weights Neutral Networks in Classification Problems: How to Calculate the Weight Range so that a Solution Will Exist. | Sorin Draghici |
| 1998 | AI | On the Complexity of VLSI-Friendly Neural Networks for Classification Problems. | Sorin Draghici |
| 1997 | IWANN | On the Possibilities of the Limited Precision Weights Neural Networks in Classification Problems. | Sorin Draghici, Ishwar K. Sethi |