ProgramGym: Scaling Training Environments for Long-Horizon Program Reproduction Agents Paper • 2610.13395 • Published 6 days ago • 54
LLM Routing Research — Guannan Lai Collection Methods, supervision, benchmarks, evaluation tools, models, and demos for reliable and economical LLM routing. • 9 items • Updated 7 days ago • 2
RouteJudge: An Open Platform for Reproducible and Preference-Aware LLM Routing Paper • 2606.18774 • Published Jun 19 • 1
From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing Paper • 2606.06924 • Published Jun 5 • 2
When Routing Collapses: On the Degenerate Convergence of LLM Routers Paper • 2602.03478 • Published Feb 3 • 2
MMR-Bench: A Comprehensive Benchmark for Multimodal LLM Routing Paper • 2601.17814 • Published Jan 25 • 1
Routing Should Pay for Itself: Sparse Supervision for Economical LLM Routing Paper • 2609.37402 • Published 16 days ago • 19
Pretrain Once, Route Anywhere: Towards a Foundation Model for LLM Routing Paper • 2609.37362 • Published 16 days ago • 19
ProgramGym: Scaling Training Environments for Long-Horizon Program Reproduction Agents Paper • 2610.13395 • Published 6 days ago • 54
MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval Paper • 2506.12364 • Published Jun 14, 2025 • 2
Reasoning-Enhanced Large Language Models for Molecular Property Prediction Paper • 2510.10248 • Published Oct 11, 2025 • 3
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published Dec 30, 2025 • 112