Yanxi Chen

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authored a paper about 7 hours ago

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

Paper • 2602.03392 • Published 7 days ago • 50

authored 2 papers 4 months ago

On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting

Paper • 2508.11408 • Published Aug 15, 2025 • 8

Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends

Paper • 2509.24203 • Published Sep 29, 2025 • 8

authored 2 papers 9 months ago

Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models

Paper • 2505.17826 • Published May 23, 2025 • 10

Enhancing Latent Computation in Transformers with Latent Tokens

Paper • 2505.12629 • Published May 19, 2025

authored a paper about 1 year ago

A Simple and Provable Scaling Law for the Test-Time Compute of Large Language Models

Paper • 2411.19477 • Published Nov 29, 2024 • 6

authored a paper over 1 year ago

On the Design and Analysis of LLM-Based Algorithms

Paper • 2407.14788 • Published Jul 20, 2024

authored 2 papers about 2 years ago

EE-Tuning: An Economical yet Scalable Solution for Tuning Early-Exit Large Language Models

Paper • 2402.00518 • Published Feb 1, 2024 • 4

EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism

Paper • 2312.04916 • Published Dec 8, 2023 • 7