CollegeResearchers is the marketplace for undergraduate and graduate research papers. Browse by field, school, or researcher โ and publish your own work to reach a global audience.
We propose a novel pruning and quantization pipeline that reduces model size by 84% while preserving 97.2% of baseline accuracy on ImageNet classification tasks, enabling deployment on Class-C IoT devices.
Whether you're looking for research to read or want to share your own work, CollegeResearchers makes it simple.
Search 48,000+ papers by field, school, year, or keyword. Filter by methodology, citation count, or download volume. Every paper is indexed and searchable within minutes of publication.
Free access to all published papers. Download PDFs, cite papers in standard formats (APA, MLA, Chicago), and save papers to your personal library for later reference.
Submit your undergraduate or graduate research for free. Papers are reviewed for basic quality standards and published within 48 hours. Build a public research profile to showcase your work.
Track who's reading and citing your work. Share your researcher profile, get discovered by graduate programs, and connect with students working in similar areas.
We propose a novel pruning and quantization pipeline that reduces model size by 84% while preserving 97.2% of baseline accuracy on ImageNet classification tasks, enabling deployment on Class-C IoT devices with no cloud dependency.
We evaluate three differential privacy mechanisms โ Gaussian, Laplace, and randomized response โ for federated learning across distributed hospital networks, finding a privacy-utility Pareto frontier that enables clinically viable model training with ฮต < 1.0.
Using 20 years of municipal bond performance data across 1,400 issuers, we fine-tune a BERT-based model on structured financial disclosures to predict default probability with 89.4% accuracy at 12-month horizons, outperforming existing logistic regression baselines by 14pp.
We profile off-target editing events from ABE8e and CBE4max base editors in CD34+ HSCs using PacBio HiFi sequencing at 40ร coverage, identifying 12 recurrent off-target sites not detected by short-read methods, with functional annotation of potential oncogenic implications.
Submit your paper and reach a global audience of students, researchers, and professionals. No fees, no paywalls โ ever. Your work stays yours.
Start publishing โPapers are indexed by Google Scholar within 48 hours. Build your public researcher profile to be found by graduate admissions committees, employers, and collaborators.
Create your profile โSee how many people have read, downloaded, and cited your work. Get email alerts when your paper is cited by other researchers anywhere on the platform.
View analytics โCo-author papers with students at other universities. Our collaboration tools let you co-submit and co-manage papers across institutions with shared publishing rights.
Find collaborators โOpt into our student peer review program. Get structured feedback from trained reviewers before you finalize your submission, and earn review credits by evaluating others' work.
Join peer review โSubscribe to receive new papers in your field every week. Customize your digest by school, field, year, and methodology โ stay current on what your peers are publishing.
Set up digest โPublish your work for free, build your research profile, and connect with a global community of students and scholars.