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ChengsongHuang 

authored a paper 12 days ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 50

ChengsongHuang 

authored a paper about 1 month ago

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 42

dreamerdeo 

authored 2 papers about 2 months ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5, 2025 • 128

Training Optimal Large Diffusion Language Models

Paper • 2510.03280 • Published Sep 28, 2025

SivilTaram 

authored a paper about 2 months ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5, 2025 • 128

ChengsongHuang 

authored a paper 4 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 101

SivilTaram 

authored a paper 4 months ago

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published Sep 2, 2025 • 83

ChengsongHuang 

authored a paper 4 months ago

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27, 2025 • 84

ChengsongHuang 

authored a paper 5 months ago

R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7, 2025 • 129

SivilTaram 

authored 2 papers 6 months ago

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Paper • 2507.12415 • Published Jul 16, 2025 • 42

First Return, Entropy-Eliciting Explore

Paper • 2507.07017 • Published Jul 9, 2025 • 23

qshi 

authored a paper 6 months ago

AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs

Paper • 2507.05687 • Published Jul 8, 2025 • 27

SivilTaram 

authored a paper 6 months ago

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention

Paper • 2507.01004 • Published Jul 1, 2025 • 10

ChengsongHuang 

authored a paper 7 months ago

POSS: Position Specialist Generates Better Draft for Speculative Decoding

Paper • 2506.03566 • Published Jun 4, 2025 • 6

qshi 

authored 3 papers 7 months ago

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation

Paper • 2501.06598 • Published Jan 11, 2025 • 2

TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators

Paper • 2502.14752 • Published Feb 20, 2025

AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage

Paper • 2505.20662 • Published May 27, 2025

SivilTaram 

authored a paper 8 months ago

General-Reasoner: Advancing LLM Reasoning Across All Domains

Paper • 2505.14652 • Published May 20, 2025 • 24

dreamerdeo 

authored 2 papers 9 months ago

FlowReasoner: Reinforcing Query-Level Meta-Agents

Paper • 2504.15257 • Published Apr 21, 2025 • 47

NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation

Paper • 2504.13055 • Published Apr 17, 2025 • 19