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Yike Guo — most-cited papers & profile · AI for Code
← authors
·
overview
Yike Guo
45
papers ·
68
citations ·
68
h-index
Zhengzhou University · NIHR Imperial Biomedical Research Centre · Zhengzhou Central Hospital · Imperial College London
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Most-cited papers
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
2023 · 27 citations
Privacy Preservation in Federated Learning: An insightful survey from the GDPR Perspective
2020 · 26 citations
ChatMusician: Understanding and Generating Music Intrinsically with LLM
2024 · 4 citations
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT
2023 · 3 citations
Biologically inspired architectures for sample-efficient deep reinforcement learning
2019 · 2 citations
On the Effectiveness of Speech Self-supervised Learning for Music
2023 · 2 citations
Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens
2025 · 1 citations
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model
2023 · 1 citations
FlashSpeech: Efficient Zero-Shot Speech Synthesis
2024 · 1 citations
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
2024 · 1 citations
MemFly: On-the-Fly Memory Optimization via Information Bottleneck
2026
From Weights to Features: SAE-Guided Activation Regularization for LLM Continual Learning
2026
Self-Evolving Deep Research via Joint Generation and Evaluation
2026
AudioX-Turbo: A Unified Framework for Efficient Anything-to-Audio Generation
2026
MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems
2026
Top co-authors
Cheng Chen
· 1
Chunyang Jiang
· 1
Junwen Pan
· 1
Nan Chen
· 1
Rongchang Xie
· 1
Wei Xue
· 1
Wenhan Luo
· 1
Wen Zhou
· 1
Yiyang Cai
· 1
Zhenbang Sun
· 1
Topics
Audio Generation
Training Techniques
Music Generation
Model Architecture
Evaluation
Text-to-Speech
Efficiency
cs.AI
In-Context Learning
Manipulation