TY.Zheng

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upvoted a paper 28 days ago

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

Paper • 2512.04324 • Published 29 days ago • 149

upvoted a paper about 1 month ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 279

upvoted 3 papers 3 months ago

Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures

Paper • 2510.14616 • Published Oct 16, 2025 • 12

COIG-Writer: A High-Quality Dataset for Chinese Creative Writing with Thought Processes

Paper • 2510.14763 • Published Oct 16, 2025 • 13

Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

Paper • 2509.25849 • Published Sep 30, 2025 • 47

upvoted 2 papers 4 months ago

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search

Paper • 2509.07969 • Published Sep 9, 2025 • 58

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7, 2025 • 150

upvoted a collection 4 months ago

Code Synthetic RL Rollout

Collection

5 items • Updated Sep 23, 2025 • 1

upvoted a paper 4 months ago

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

upvoted a paper 5 months ago

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26, 2025 • 158

upvoted 3 papers 6 months ago

First Return, Entropy-Eliciting Explore

Paper • 2507.07017 • Published Jul 9, 2025 • 23

A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 93

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1, 2025 • 79

upvoted 2 papers 9 months ago

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values

Paper • 2504.05535 • Published Apr 7, 2025 • 44

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Paper • 2503.18892 • Published Mar 24, 2025 • 31

upvoted a paper 10 months ago

YuE: Scaling Open Foundation Models for Long-Form Music Generation

Paper • 2503.08638 • Published Mar 11, 2025 • 71

upvoted 2 papers 11 months ago

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20, 2025 • 106

Steel-LLM:From Scratch to Open Source -- A Personal Journey in Building a Chinese-Centric LLM

Paper • 2502.06635 • Published Feb 10, 2025 • 6

upvoted a paper 12 months ago

REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models

Paper • 2501.03262 • Published Jan 4, 2025 • 103

upvoted a paper about 1 year ago

Evaluating and Aligning CodeLLMs on Human Preference

Paper • 2412.05210 • Published Dec 6, 2024 • 50