Cheng Qian

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upvoted 2 papers 2 days ago

Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training

Paper • 2609.40111 • Published 3 days ago • 46

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

Paper • 2609.38143 • Published 4 days ago • 79

upvoted a paper 29 days ago

Rethinking On-Policy Distillation of Large Language Models II: One Training Example

Paper • 2609.04172 • Published about 1 month ago • 104

upvoted 2 papers about 2 months ago

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

Paper • 2608.06867 • Published Aug 7 • 114

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

Paper • 2608.12307 • Published Aug 12 • 118

upvoted 2 papers 2 months ago

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

Paper • 2607.28568 • Published Jul 30 • 188

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

Paper • 2607.18754 • Published Jul 21 • 25

upvoted a paper 3 months ago

Trimming the Long-Tail of Visual World Modeling Evaluation

Paper • 2606.24256 • Published Jun 23 • 41

upvoted 4 papers 4 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

Ψ-Bench: Evaluating Persona-Sensitive Influencing in Persuasive Dialogues

Paper • 2606.02754 • Published Jun 1 • 13

Advancing Creative Physical Intelligence in Large Multimodal Models

Paper • 2605.26396 • Published May 25 • 19

upvoted 3 papers 5 months ago

Code as Agent Harness

Paper • 2605.18747 • Published May 18 • 225

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 116

CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing

Paper • 2605.02910 • Published May 6 • 24

upvoted 3 papers 6 months ago

PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning

Paper • 2601.11957 • Published Jan 28 • 3

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 68

NarrativeTrack: Evaluating Video Language Models Beyond the Frame

Paper • 2601.01095 • Published Jan 3 • 8

upvoted 2 papers 7 months ago

How Far Can Unsupervised RLVR Scale LLM Training?

Paper • 2603.08660 • Published Mar 9 • 59

Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data

Paper • 2602.21320 • Published Feb 24 • 12