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upvoted a paper 6 days ago

LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures

Paper • 2610.04292 • Published 10 days ago • 38

upvoted a paper 12 days ago

Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI

Paper • 2609.38143 • Published 14 days ago • 85

upvoted 2 papers 13 days ago

Learning from Teacher Continuations at Student States

Paper • 2609.36246 • Published 15 days ago • 41

Selecting Diverse SFT Traces Improves Post-RL Generalization

Paper • 2609.33780 • Published 16 days ago • 38

upvoted a paper 14 days ago

Diffusion Reward Models

Paper • 2609.33803 • Published 16 days ago • 35

upvoted 4 papers about 1 month ago

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published Sep 3 • 188

Cliff: Learning Process Rewards from the First Mistake

Paper • 2609.02817 • Published Sep 2 • 18

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published Sep 1 • 479

Evaluating the Hidden Costs of Personalization in Large Language Models

Paper • 2608.28833 • Published Aug 28 • 30

upvoted 2 papers about 2 months ago

PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments

Paper • 2608.14441 • Published Aug 14 • 29

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers

Paper • 2608.06867 • Published Aug 7 • 114

upvoted 2 papers 2 months ago

AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses

Paper • 2608.12307 • Published Aug 12 • 118

Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering

Paper • 2607.28568 • Published Jul 30 • 189

upvoted 3 papers 4 months ago

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

Paper • 2606.22388 • Published Jun 21 • 96

Brick-Composer: Using MLLMs for Assembly with Diverse Bricks

Paper • 2606.05445 • Published Jun 3 • 8

AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints

Paper • 2606.05622 • Published Jun 4 • 45

authored 4 papers 5 months ago

Context Engineering for Trustworthiness: Rescorla Wagner Steering Under Mixed and Inappropriate Contexts

Paper • 2509.04500 • Published Sep 2, 2025 • 5

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents

Paper • 2412.13549 • Published Dec 18, 2024

The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning

Paper • 2406.11721 • Published Jun 17, 2024

Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9, 2025 • 10