Harness-of-Harness (HoH) lets LLM-based coding agents autonomously develop software across iterative planning-coding-testing loops, balancing bug fixes against new capabilities and…
EM^2Mem is an event-centric multimodal memory framework for long-video question answering that binds multimodal evidence to event anchors during memory…
This paper introduces control-data flow separation, decoupling execution-critical protocols from task-relevant content in multi-agent LLM systems by representing routing, formatting,…
InternReviewer and InternAdvocate are specialized agents for generating peer reviews and rebuttals, trained on a large-scale scholarly dataset with integrated…
E-Commerce Bench is an open-source benchmark testing LLM agents on long-horizon business operations simulating a full year of e-commerce activity,…
This paper introduces CASTER, a gradient-free test-time adaptation method for frozen neural network models that stores source class statistics and…
ReFlowSET is a conditional latent flow-matching framework for converting synthetic aperture radar (SAR) imagery into electro-optical (EO) imagery. Rather than…
This paper introduces credit-addressable reasoning for multimodal geometry tasks, aligning the semantic units used during inference with the learning mechanism…
This paper introduces agentic data cracking, a method that dynamically structures unstructured data as a byproduct of agent reasoning: when…
DramaChain Bench is a benchmark for the complete short-drama production pipeline, spanning script, storyboard, keyframes, shots, and final episodes. It…
This paper finds that on-policy distillation’s teacher supervision contains substantial noise that doesn’t meaningfully affect student performance, and proposes On-Policy…
Lucida converts real indoor scenes into editable 3D simulation environments through a three-stage pipeline: parsing video into scene graphs with…
