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upvoted a paper 1 day ago

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published 2 days ago • 135

upvoted 2 papers 2 days ago

Cliff: Learning Process Rewards from the First Mistake

Paper • 2609.02817 • Published 3 days ago • 15

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published 4 days ago • 480

upvoted a paper 4 days ago

Evaluating the Hidden Costs of Personalization in Large Language Models

Paper • 2608.28833 • Published 8 days ago • 28

upvoted a paper 17 days ago

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

Paper • 2608.14441 • Published 22 days ago • 29

upvoted a paper 21 days ago

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

Paper • 2608.06867 • Published 29 days ago • 111

upvoted a paper 23 days ago

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

Paper • 2608.12307 • Published 24 days ago • 114

upvoted a paper about 1 month ago

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

Paper • 2607.28568 • Published Jul 30 • 186

upvoted a paper 2 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

upvoted 2 papers 3 months ago

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 9 papers 4 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

Atomic Reasoning for Scientific Table Claim Verification

Paper • 2506.06972 • Published Jun 8, 2025

ShortageSim: Simulating Drug Shortages under Information Asymmetry

Paper • 2509.01813 • Published Sep 1, 2025

xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning

Paper • 2510.08439 • Published Oct 9, 2025 • 1

CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents

Paper • 2511.02734 • Published Nov 4, 2025 • 23

LoCoBench-Agent: An Interactive Benchmark for LLM Agents in Long-Context Software Engineering

Paper • 2511.13998 • Published Nov 17, 2025 • 3