AI-Assisted Coding

TutorTrace: A Dataset and Taxonomy for Classifying Learner Behavioral States during AI-Assisted Programming Education

Function-Level Execution Feedback for Code Preference Optimization

Introducing CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement

BlockPython: A Process-Aware Agent-Supported Platform for the Transition from Block-Based to Python Programming

In-Context Forcing: Uncovering Context Effects in Autoregressive Video Diffusion

A Unified Model for Cross-Domain Clone Detection via Model Merging

The Order Is the Guarantee: Verifier-Budgeted Code Deletion with Static-First Learned Proposals

Meta AI Releases Muse Code (Beta): A Terminal Coding Agent Powered by the New Muse Spark 1.2 Model

AI-Based Sound Effect Generation: A Narrative Review of Generative Models Across Input Modalities

Agentic Coding in the Wild: Characterizing GitHub Copilot Traces at Production Scale

Fast Generation of Representative Synthetic Dataset with Salsa to Train ATR Models with Electromagnetic Couplings Data-Augmentation

A Fortran General-Purpose Transpiler: Proof of Concept

RefactorAssist: Agentic Refinement for Reliable Code Refactoring

LEAP: Lean Environment-Feedback via Adaptive Pruning for Code RL in GPU Kernel Generation

PartMat: Material-Aware 3D Part Decomposition with a Single Global Latent

SVRepair: Structured Visual Reasoning for Automated Program Repair

From Code Review to Code Critique: Intent, Drift, and Spotlight for AI-Generated Diffs at Scale

Fewer Clarifications, Better Code: Benchmarking Cross-Session Personalized Ambiguity Adaptation in Coding Assistants

ServerlessT2I: Efficient Text-to-Image Workflow Serving on a Serverless Platform

MPEcho: A Melody and Phoneme-Aware Generative Framework for Controllable Cover Song Generation

MusiChat: Vibe Composing for Music Creation

From Idea to Classroom in Days: Using "Vibe Coding" to Create a Programming Process Visualizer from IDE Activity Logs

Beyond "What to Retrieve": Uncertainty in Retrieval-Augmented Code Generation

Learning from 53.6K Real-World Developer Edits of AI-Generated Code

Building Non-Interactive Agentic Coding Workflows with Moonshot AI’s Kimi CLI, JSONL Streaming, Testing, and Session Memory

Concept-based Visual Counterfactual Explanations with Diffusion Models

HALLELUAI: A Hallucination-Aware AI System for Ultra-Realistic Image-to-Video Generation at Scale

Adversarial Test-Hardening for AI-Written Code: An Instrument Autopsy and a Pre-Registered Causal Estimate of the Critic Loop

Fashion-3DLR: A Controllable 3D Garment Generation Using Pairwise Fashion Elements for Intelligent Design

Physics-Guided Generative AI for Property-Targeted 3D Porous Media Design

Evaluating the Impact of Explainable AI on Trust in AI-Assisted Code Review

DreamCAD: Scaling Multi-modal CAD Generation using Differentiable Parametric Surfaces

NVIDIA Harnesses Vera CPU to Speed Up Design of Next-Generation CPUs and GPUs

I want to use AI coding agents for machine learning projects [D]

Designing High-Performance GPU Kernels with TileLang: Tensor-Core GEMM, Fused Softmax, FlashAttention, and Autotuning

I built an open-source multi-agent SDLC harness that beats a cold Claude Code run on large repos, by learning the repo once. Real benchmarks (incl. where it loses) inside. [P]

Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development

RPPNet: Perceptually-Grouped Rhythm-Pitch Primitives for Long-Term Structure Melody Generation via Boundary-Aware Modeling

OSVE: One Step Video Editing with One Step Diffusion Models

Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering

CODENS: Transforming Code Changes into Living, Accessible, and Queryable Documentation

Poolside Releases Laguna S 2.1, an Open-Weight Agentic Coding Model Punching Above Its Weight Class on SWE-Bench Multilingual

Thinking in Video: Can Video Generators Really Reason About the Real World?

SemaDiff: Identifying Semantic-Changing Commits with Generated Code and Tests

Early Adoption of Agentic Coding Tools by GitHub Projects

A Production-Oriented Framework for Evaluation of SFX Generation

Commenting with Copilot: A Taxonomy and Multi-Year Analysis of Student Code-Generation Specifications

MusicMark: A Robust Generative Watermarking Framework for Music Generation