Lin, Chenghua

10 publications

ICLRW 2025 I-SHEEP: Self-Alignment of LLM from Scratch Through an Iterative Self-Enhancement Paradigm Yiming Liang, Xingwei Qu, Tianyu Zheng, Jiawei Guo, Xeron Du, Zhenzhu Yang, Jiaheng Liu, Chenghua Lin, Ge Zhang, Lei Ma, Stephen Huang, Jiajun Zhang

ICLRW 2025 Kun: Answer Polishment for Chinese Self-Alignment with Instruction Back-Translation Tianyu Zheng, Shuyue Guo, Xingwei Qu, Jiawei Guo, Xeron Du, Chenghua Lin, Stephen Huang, Jie Fu, Ge Zhang

ICLR 2025 MuPT: A Generative Symbolic Music Pretrained Transformer Xingwei Qu, Yuelin Bai, Yinghao Ma, Ziya Zhou, Ka Man Lo, Jiaheng Liu, Ruibin Yuan, Lejun Min, Xueling Liu, Tianyu Zhang, Xeron Du, Shuyue Guo, Yiming Liang, Yizhi Li, Shangda Wu, Junting Zhou, Tianyu Zheng, Ziyang Ma, Fengze Han, Wei Xue, Gus Xia, Emmanouil Benetos, Xiang Yue, Chenghua Lin, Xu Tan, Wenhao Huang, Jie Fu, Ge Zhang

NeurIPS 2025 OmniBench: Towards the Future of Universal Omni-Language Models Yizhi Li, Yinghao Ma, Ge Zhang, Ruibin Yuan, King Zhu, Hangyu Guo, Yiming Liang, Jiaheng Liu, Zekun Moore Wang, Jian Yang, Siwei Wu, Xingwei Qu, Jinjie Shi, Xinyue Zhang, Zhenzhu Yang, Yidan Wen, Yanghai Wang, Shihao Li, Zhaoxiang Zhang, Ruibo Liu, Emmanouil Benetos, Wenhao Huang, Chenghua Lin

AAAI 2024 LatestEval: Addressing Data Contamination in Language Model Evaluation Through Dynamic and Time-Sensitive Test Construction Yucheng Li, Frank Guerin, Chenghua Lin

ICLR 2024 MERT: Acoustic Music Understanding Model with Large-Scale Self-Supervised Training Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghao Xiao, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Zili Wang, Yike Guo, Jie Fu

NeurIPS 2023 MARBLE: Music Audio Representation Benchmark for Universal Evaluation Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Zhuo Le, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu

NeurIPS 2022 Improving Variational Autoencoders with Density Gap-Based Regularization Jianfei Zhang, Jun Bai, Chenghua Lin, Yanmeng Wang, Wenge Rong

TMLR 2022 Understanding Linearity of Cross-Lingual Word Embedding Mappings Xutan Peng, Mark Stevenson, Chenghua Lin, Chen Li

ICML 2020 Latent Space Factorisation and Manipulation via Matrix Subspace Projection Xiao Li, Chenghua Lin, Ruizhe Li, Chaozheng Wang, Frank Guerin