Cheng Qian

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upvoted a paper 29 days ago

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

Paper • 2512.16649 • Published 30 days ago • 24

upvoted 2 papers 3 months ago

Multimodal Policy Internalization for Conversational Agents

Paper • 2510.09474 • Published Oct 10, 2025 • 4

Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9, 2025 • 9

upvoted a paper 4 months ago

Where LLM Agents Fail and How They can Learn From Failures

Paper • 2509.25370 • Published Sep 29, 2025 • 11

authored 6 papers 4 months ago

RM-R1: Reward Modeling as Reasoning

Paper • 2505.02387 • Published May 5, 2025 • 80

SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals

Paper • 2502.01042 • Published Feb 3, 2025 • 1

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence

Paper • 2507.21046 • Published Jul 28, 2025 • 82

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29, 2025 • 30

LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

Paper • 2509.09614 • Published Sep 11, 2025 • 7

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Paper • 2509.19736 • Published Sep 24, 2025 • 12

upvoted a paper 4 months ago

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Paper • 2509.19736 • Published Sep 24, 2025 • 12

commented a paper 4 months ago

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Paper • 2509.19736 • Published Sep 24, 2025 • 12 •

2

upvoted a paper 4 months ago

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

Paper • 2509.04500 • Published Sep 2, 2025 • 4

upvoted a paper 5 months ago

The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination

Paper • 2502.16143 • Published Feb 22, 2025 • 6

commented a paper 5 months ago

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29, 2025 • 30 •

4

upvoted a paper 5 months ago

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29, 2025 • 30

commented a paper 5 months ago

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29, 2025 • 30 •

4

upvoted 2 papers 6 months ago

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence

Paper • 2507.21046 • Published Jul 28, 2025 • 82

MIRIX: Multi-Agent Memory System for LLM-Based Agents

Paper • 2507.07957 • Published Jul 10, 2025 • 79

upvoted a paper 8 months ago

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning

Paper • 2505.24846 • Published May 30, 2025 • 15