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ChengsongHuang 

authored a paper 3 days ago

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published 6 days ago • 74

ChengsongHuang 

authored 2 papers 5 days ago

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published 10 days ago • 33

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published 6 days ago • 24

ChengsongHuang 

submitted a paper to Daily Papers 8 days ago

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published 10 days ago • 33

ChengsongHuang 

authored a paper about 1 month ago

RelayLLM: Efficient Reasoning via Collaborative Decoding

Paper • 2601.05167 • Published Jan 8 • 30

ChengsongHuang 

submitted a paper to Daily Papers about 1 month ago

RelayLLM: Efficient Reasoning via Collaborative Decoding

Paper • 2601.05167 • Published Jan 8 • 30

ChengsongHuang 

authored a paper about 1 month ago

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34

ChengsongHuang 

submitted a paper to Daily Papers about 1 month ago

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34

ChengsongHuang 

authored a paper about 2 months ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 54

ChengsongHuang 

authored a paper 3 months ago

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 43

dreamerdeo 

authored 2 papers 3 months ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5, 2025 • 129

Training Optimal Large Diffusion Language Models

Paper • 2510.03280 • Published Sep 28, 2025

SivilTaram 

authored a paper 3 months ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5, 2025 • 129

ChengsongHuang 

authored a paper 5 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 103

SivilTaram 

authored a paper 5 months ago

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

Paper • 2509.02479 • Published Sep 2, 2025 • 84

ChengsongHuang 

authored 2 papers 6 months ago

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27, 2025 • 84

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

Paper • 2508.05004 • Published Aug 7, 2025 • 130

SivilTaram 

authored 2 papers 7 months ago

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

Paper • 2507.12415 • Published Jul 16, 2025 • 43

First Return, Entropy-Eliciting Explore

Paper • 2507.07017 • Published Jul 9, 2025 • 24

qshi 

authored a paper 7 months ago

AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs

Paper • 2507.05687 • Published Jul 8, 2025 • 30