Yun Qu

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upvoted 2 papers 1 day ago

Bridging Risk Approximation Gaps in Model Predictive Task Sampling via In-Context Modeling

Paper • 2610.14913 • Published 10 days ago • 3

You Only Edit Once: Incentivizing In-Context Capability of LLMs via Local Demonstration Refinement

Paper • 2609.33609 • Published 23 days ago • 4

liked a model 2 days ago

yunqu/mentat-sys1-v0.3

Updated 2 days ago • 5

updated a model 2 days ago

yunqu/mentat-sys1-v0.3

Updated 2 days ago • 5

published a model 2 days ago

yunqu/mentat-sys1-v0.3

Updated 2 days ago • 5

liked a model 8 days ago

yunqu/mentat-sys1-v0.2

Updated 13 days ago • 2

published a model 13 days ago

yunqu/mentat-sys1-v0.2

Updated 13 days ago • 2

updated a model 13 days ago

yunqu/mentat-sys1-v0.2

Updated 13 days ago • 2

updated a model 16 days ago

yunqu/mentat-sys1-v0.1

Updated 16 days ago • 1

published a model 16 days ago

yunqu/mentat-sys1-v0.1

Updated 16 days ago • 1

authored a paper 5 months ago

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex

Paper • 2605.06139 • Published May 7 • 69

upvoted a paper 5 months ago

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex

Paper • 2605.06139 • Published May 7 • 69

submitted a paper to Daily Papers 5 months ago

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex

Paper • 2605.06139 • Published May 7 • 69

authored 2 papers 9 months ago

Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning

Paper • 2510.16882 • Published Oct 19, 2025 • 5

Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models

Paper • 2602.01970 • Published Feb 2 • 7

upvoted a paper 9 months ago

Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models

Paper • 2602.01970 • Published Feb 2 • 7

submitted a paper to Daily Papers 9 months ago

Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models

Paper • 2602.01970 • Published Feb 2 • 7

upvoted a paper about 1 year ago

Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models?

Paper • 2507.04632 • Published Jul 7, 2025 • 2

authored 2 papers about 1 year ago

Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning

Paper • 2412.11120 • Published Dec 15, 2024

LLM-Empowered State Representation for Reinforcement Learning

Paper • 2407.13237 • Published Jul 18, 2024 • 1