USC — CS Research

Computer science research from University of Southern California, including AI, graphics, vision, and software engineering.

Sample of the collection (25 of 3,494 items)

• Modeling intraindividual means and variances from ecological momentary assessment data: comparing standard computational formulas to mixed-effects location-scale model estimates University of Southern California Traditionally, intraindividual means and variances derived from ecological momentary assessment (EMA) data have been calculated using…
• Automated coding of content and pedagogical content knowledge of mathematics using a multi-agent large language model University of Southern California Abstract Despite the importance of content-specific knowledge for teaching, the task of measuring such knowledge, particularly…
• How to Do Statistical Evaluations in ECE/CS Papers: A Practical Playbook for Defensible Results University of Southern California Strong experimental papers in electrical and computer engineering and computer science (ECE/CS), especially in systems, networking, and…
• Sequence design for three-dimensional genome folding using Akita Semifreddo University of Southern California design of DNA sequences with programmable 3D folding outcomes. This combines a computationally efficient "half-frozen" version of the…
• TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog Armin Abdollahi et al. Early, tool-free prediction of post-synthesis timing remains a key obstacle to rapid RTL iteration. We introduce TimingLLM, a two-stage…
• Coordinated Logistics with a Truck and Multiple Sidekicks United States Naval Academy One of the more novel recent innovations in the logistics world, both in theory and in practice, is the use of small autonomous vehicles…
• Space-Time Light-Sheet Microscopy University of Idaho Abstract Light-sheet microscopy (LSM) has revolutionized bioimaging by delivering high-contrast volumetric resolution with minimal…
• Quality Assurance Strategies for Brain State Characterization by MEMRI University of New Mexico Background: . Yet standardized computational frameworks for voxel-wise and atlas-based characterization of brain states across large…
• Roadmap on singular optics and its applications Nanyang Technological University Singular optics is a branch of modern electromagnetics and optics that investigates solutions to Maxwell's equations that exhibit…
• Realization of broadband seismic cloak with uniform polar-metamaterial structures China University of Geosciences Abstract Cloaking based on the coordinate transformation theory presents an alternative avenue for developing an earthquake protection…
• An Interactive Nearshore Wave Simulator for Rapid Design Prototyping and Natural Hazard Education University of Southern California Celeris-WebGPU (version 1) is a browser-based interactive simulator for nearshore waves, designed to support coastal engineering design…
• Adaptive VaR Control for Standardized Option Books under Marking Frictions University of Southern California Short-horizon risk control matters for hedging and capital allocation. Yet existing Value-at-Risk studies rarely address standardized…
• Fast NF4 Dequantization Kernels for Large Language Model Inference University of Southern California Large language models (LLMs) have grown beyond the memory capacity of single GPU devices, necessitating quantization techniques for…
• Cochlear Dispersion Shapes Processing of Frequency Sweeps University of Southern California The acoustic environment is often a superposition of competing sounds that, through interactions within the auditory system, can mask or…
• CounselReflect: A Toolkit for Auditing Mental-Health Dialogues University of Southern California Mental-health support is increasingly mediated by conversational systems (e.g., LLM-based tools), but users often lack structured ways…
• Crocheted Capacitive Touch Sensors for Rapid Prototyping of Soft Interfaces University of Southern California This work presents a novel approach to fabricating soft capacitive tactile sensors using a surface crochet technique to embed conductive…
• Development and evaluation of an automated phase contrast magnetic resonance imaging algorithm for pediatric and adult cerebral blood flow measurement Children's Hospital of Los Angeles Accurate Cerebral Blood Flow (CBF) measurements are essential for studying pediatric cerebral hemodynamics. Phase Contrast (PC) imaging…
• PowerFlow-DNN: Compiler-Directed Fine-Grained Power Orchestration for End-to-End Edge AI Inference University of Southern California Edge AI systems often operate under stringent energy and volume constraints that demand extreme efficiency under limited battery…
• Reinforcement-guided hyper-heuristic hyperparameter optimization for fair and explainable spiking neural network-based financial fraud detection Sadman Mohammad Nasif et al. • RHOSS uses Q-learning to guide fairness-aware SNN hyperparameter optimization • CSNPC improves recall at 5% FPR using structured…
• Proxy-Reliance Control in Conformal Recalibration of One-Sided Value-at-Risk University of Southern California We introduce a proxy-reliance-controlled conformal recalibration framework for one-sided Value-at-Risk (VaR), and study a question that…
• Well-designed k-space coverage is important for good MRI denoising University of Southern California OBJECTIVE: Modern computational MRI denoising approaches are often designed assuming fixed k-space coverage. This contrasts with earlier…
• SepPrune: Structured Pruning for Efficient Deep Speech Separation City College of New York Although deep learning has substantially advanced speech separation in recent years, most existing studies continue to prioritize…
• VLM4Rec: Multimodal Semantic Representation for Recommendation with Large Vision-Language Models University of Southern California Multimodal recommendation is commonly framed as a feature fusion problem, where textual and visual signals are combined to better model…
• Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning University of Southern California While scaling individual Large Language Models (LLMs) has delivered remarkable progress, the next frontier lies in scaling collaboration…
• Utilizing digital micromirror devices for spacecraft attitude control with initial diffraction effects for varying incidence angles University of Southern California This paper investigates the application of Digital Micromirror Devices (DMDs) to spacecraft attitude control through the modulation of…

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