Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published 5 days ago • 86
Scaling Laws for Code: Every Programming Language Matters Paper • 2512.13472 • Published 19 days ago • 9
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators Paper • 2512.19682 • Published 12 days ago • 15
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Paper • 2512.04324 • Published about 1 month ago • 149
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing Paper • 2512.02589 • Published Dec 2, 2025 • 65
Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization Paper • 2511.22586 • Published Nov 27, 2025 • 6
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 281
REASONEDIT: Towards Reasoning-Enhanced Image Editing Models Paper • 2511.22625 • Published Nov 27, 2025 • 46
PRInTS: Reward Modeling for Long-Horizon Information Seeking Paper • 2511.19314 • Published Nov 24, 2025 • 6
Budget-Aware Tool-Use Enables Effective Agent Scaling Paper • 2511.17006 • Published Nov 21, 2025 • 29
M3-Bench: Multi-Modal, Multi-Hop, Multi-Threaded Tool-Using MLLM Agent Benchmark Paper • 2511.17729 • Published Nov 21, 2025 • 16
GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization Paper • 2511.15705 • Published Nov 19, 2025 • 93
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper • 2511.16334 • Published Nov 20, 2025 • 92
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 108
Can World Simulators Reason? Gen-ViRe: A Generative Visual Reasoning Benchmark Paper • 2511.13853 • Published Nov 17, 2025 • 34
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds Paper • 2511.08892 • Published Nov 12, 2025 • 201
SpaceVista: All-Scale Visual Spatial Reasoning from mm to km Paper • 2510.09606 • Published Oct 10, 2025 • 17
ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping Paper • 2510.08457 • Published Oct 9, 2025 • 12