Cheng Qian

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upvoted a paper 3 days ago

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

Paper • 2607.28568 • Published 5 days ago • 170

upvoted a paper 12 days ago

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

Paper • 2607.18754 • Published 14 days ago • 24

upvoted a paper about 1 month ago

Trimming the Long-Tail of Visual World Modeling Evaluation

Paper • 2606.24256 • Published Jun 23 • 43

upvoted 2 papers about 2 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 • 44

upvoted 2 papers 2 months ago

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 • 21

upvoted 3 papers 3 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 • 114

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

Paper • 2605.02910 • Published May 6 • 23

upvoted 3 papers 4 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 • 69

NarrativeTrack: Evaluating Video Language Models Beyond the Frame

Paper • 2601.01095 • Published Jan 3 • 8

upvoted 2 papers 5 months ago

How Far Can Unsupervised RLVR Scale LLM Training?

Paper • 2603.08660 • Published Mar 9 • 60

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

Paper • 2602.21320 • Published Feb 24 • 12

upvoted a collection 6 months ago

AgentDoG

Collection

A Diagnostic Guardrail Framework for AI Agent Safety and Security • 12 items • Updated Jun 21 • 112

upvoted a paper 8 months ago

JustRL: Scaling a 1.5B LLM with a Simple RL Recipe

Paper • 2512.16649 • Published Dec 18, 2025 • 32

upvoted 3 papers 10 months ago

Multimodal Policy Internalization for Conversational Agents

Paper • 2510.09474 • Published Oct 10, 2025 • 5

Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9, 2025 • 10

Where LLM Agents Fail and How They can Learn From Failures

Paper • 2509.25370 • Published Sep 29, 2025 • 12