Kuo-Hsin Tu PRO

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upvoted a paper 2 months ago

Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM

Paper • 2503.17793 • Published Mar 22 • 23

upvoted 15 papers 3 months ago

LMEnt: A Suite for Analyzing Knowledge in Language Models from Pretraining Data to Representations

Paper • 2509.03405 • Published Sep 3 • 23

Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic

Paper • 2509.01363 • Published Sep 1 • 58

Open Data Synthesis For Deep Research

Paper • 2509.00375 • Published Aug 30 • 70

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2 • 225

SimpleQA Verified: A Reliable Factuality Benchmark to Measure Parametric Knowledge

Paper • 2509.07968 • Published Sep 9 • 14

SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents

Paper • 2509.06283 • Published Sep 8 • 17

Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

Paper • 2509.06917 • Published Sep 8 • 41

Language Self-Play For Data-Free Training

Paper • 2509.07414 • Published Sep 9 • 29

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7 • 149

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 189

Agentic Software Engineering: Foundational Pillars and a Research Roadmap

Paper • 2509.06216 • Published Sep 7 • 7

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments

Paper • 2509.14233 • Published Sep 17 • 13

QuantAgent: Price-Driven Multi-Agent LLMs for High-Frequency Trading

Paper • 2509.09995 • Published Sep 12 • 14

Virtual Agent Economies

Paper • 2509.10147 • Published Sep 12 • 26

The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs

Paper • 2509.09677 • Published Sep 11 • 34

upvoted a collection 3 months ago

Nemotron-Pre-Training-Dataset

Collection

7 items • Updated 7 days ago • 48

upvoted 2 papers 3 months ago

A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models

Paper • 2508.12903 • Published Aug 18 • 11

BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-scale Pretraining

Paper • 2508.10975 • Published Aug 14 • 60

upvoted a collection 3 months ago

agent

Collection

219 items • Updated 5 days ago • 18