YG

Yuzhe Gu

0009-0005-4078-2451

cs.CLcs.AIcs.SDeess.ASeess.SPcs.CYcs.LG

On Valency

published · living versions

W_fmnygec3·v1 · currentpublished

Incentivizing Self-Learning in Large Language Models via Reinforcement Learning

with Lingkai Kong, Haiteng Zhao, Zijian Wu, Youqing Fang +4

1 version

W_9czab84t·v1published

Scaling Mathematical Proof Supervision from Structured Textbooks

Preprints & journals

11 papers in the corpus · 2024–2025

Intern-S1-MO: Long-horizon Reasoning Agent for Olympiad?Level Mathematical Problem Solving2512.10739v3 · Yuzhe Gu, Songyang Gao, Zijian Wu et al.2025 · 0 citationsarXiv

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward2508.03686v1 · Shudong Liu, Hongwei Liu, Junnan Liu et al.2025 · 2 citationsarXiv

The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner2507.13332v3 · Zhouqi Hua, Wenwei Zhang, Chengqi Lyu et al.2025 · 0 citationsarXiv

Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection2503.04156v1 · Yuan Liao, Yuhong Zhang, Qiushi Han et al.2025 · 0 citationsarXiv

Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs2503.02846v1 · Yuzhe Gu, Wenwei Zhang, Chengqi Lyu et al.2025 · 0 citationsarXiv

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning2502.06781v1 · Chengqi Lyu, Songyang Gao, Yuzhe Gu et al.2025 · 0 citationsarXiv

ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models2407.04693v2 · Yuzhe Gu, Ziwei Ji, Wenwei Zhang et al.2024 · 2 citationsarXiv

CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition2406.08081v1 · Yuan Liao, Yuhong Zhang, Shenghuan Wang et al.2024 · 7 citationsarXiv

ANAH: Analytical Annotation of Hallucinations in Large Language Models2405.20315v1 · Ziwei Ji, Yuzhe Gu, Wenwei Zhang et al.2024 · 13 citationsarXiv

ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers2404.19441v3 · Yuzhe Gu, Enmao Diao2024 · 6 citationsarXiv

How Did We Get Here? Summarizing Conversation Dynamics2404.19007v1 · Yilun Hua, Nicholas Chernogor, Yuzhe Gu et al.2024 · 4 citationsarXiv

Career total: 17 works. 11 are in this corpus.

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