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valpy 

authored 3 papers 4 days ago

Apertus 1.5: From Open Text Models to Open Multimodal Reasoners

Paper • 2610.15542 • Published 8 days ago • 40

SFT-then-RL Outperforms Mixed-Policy Methods for LLM Reasoning

Paper • 2604.23747 • Published Apr 26

Olmo 3

Paper • 2512.13961 • Published Dec 15, 2025 • 39

ChengsongHuang 

authored a paper 25 days ago

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Paper • 2609.24972 • Published 28 days ago • 230

ChengsongHuang 

authored 6 papers 26 days ago

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling

Paper • 2606.03102 • Published Jun 2 • 14

MoCo: A One-Stop Shop for Model Collaboration Research

Paper • 2601.21257 • Published Apr 19

You Only Need Minimal RLVR Training: Extrapolating LLMs via Rank-1 Trajectories

Paper • 2605.21468 • Published May 20 • 51

Process Rewards with Learned Reliability

Paper • 2605.15529 • Published May 15 • 52

G-Zero: Self-Play for Open-Ended Generation from Zero Data

Paper • 2605.09959 • Published May 11 • 18

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published May 8 • 71

yuntian-deng 

authored 2 papers about 1 month ago

Compile by Training: Turning Natural-Language Specifications into Local Neural Functions

Paper • 2609.04199 • Published Sep 3 • 332

Interactive Training 2: Auditable Control Plane for Live Model Training

Paper • 2607.18314 • Published Jul 17 • 21

yuntian-deng 

submitted a paper to Daily Papers about 1 month ago

Compile by Training: Turning Natural-Language Specifications into Local Neural Functions

Paper • 2609.04199 • Published Sep 3 • 332

ChengsongHuang 

submitted a paper to Daily Papers about 1 month ago

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published Sep 3 • 189

yuntian-deng 

authored a paper about 2 months ago

Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs

Paper • 2609.00621 • Published Sep 1 • 9

yuntian-deng 

submitted a paper to Daily Papers about 2 months ago

Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs

Paper • 2609.00621 • Published Sep 1 • 9

ChengsongHuang 

authored a paper about 2 months ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 163

yuntian-deng 

submitted a paper to Daily Papers 3 months ago

Interactive Training 2: Auditable Control Plane for Live Model Training

Paper • 2607.18314 • Published Jul 17 • 21

DongfuJiang 

authored 2 papers 3 months ago

Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning

Paper • 2606.15007 • Published Jun 12 • 20

Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion

Paper • 2606.14885 • Published Jun 12 • 13