publications

This may not be well-maintained :( please refer detailed information at the g scholar page.

2025

  1. TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
    Yizhi Li, Qingshui Gu, Zhoufutu Wen, and 14 more authors
    2025
  2. Encyclo-K: Evaluating LLMs with Dynamically Composed Knowledge Statements
    Yiming Liang, Yizhi Li, Yantao Du, and 14 more authors
    arXiv preprint arXiv: 2512.24867, 2025
  3. IQuest-Coder-V1 Technical Report
    IQuest Coder Team
    2025
  4. MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
    Jiawei Guo, Tianyu Zheng, Yizhi Li, and 7 more authors
    In , 2025
    DOI
  5. First Return, Entropy-Eliciting Explore
    Tianyu Zheng, Tianshun Xing, Qingshui Gu, and 10 more authors
    2025
  6. YuE: Scaling Open Foundation Models for Long-Form Music Generation
    Ruibin Yuan, Hanfeng Lin, Shuyue Guo, and 54 more authors
    2025
  7. SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
    M-A-P Team, Xinrun Du, Yifan Yao, and 94 more authors
    2025

2024

  1. OmniBench: Towards The Future of Universal Omni-Language Models
    Yizhi Li, Ge Zhang, Yinghao Ma, and 8 more authors
    ArXiv, 2024
  2. Foundation models for music: A survey
    Yinghao Ma, Anders Øland, Anton Ragni, and 8 more authors
    ArXiv, 2024
  3. CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models
    Yizhi Li, Ge Zhang, Xingwei Qu, and 8 more authors
    Findings of Association for Computational Linguistics, 2024
  4. Map-neo: Highly capable and transparent bilingual large language model series
    Ge Zhang, Scott Qu, Jiaheng Liu, and 9 more authors
    ArXiv, 2024
  5. MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
    Yizhi Li, Ruibin Yuan, Ge Zhang, and 15 more authors
    International Conference on Learning Representations, 2024

2023

  1. MARBLE: Music Audio Representation Benchmark for Universal Evaluation
    Ruibin Yuan, Yinghao Ma, Yizhi Li, and 22 more authors
    Advances in Neural Information Processing Systems 36, 2023
  2. Interactive Natural Language Processing
    Zekun Wang, Ge Zhang, Kexin Yang, and 8 more authors
    arXiv preprint arXiv:2305.13246, 2023
  3. Chinese Open Instruction Generalist: A Preliminary Release
    Ge Zhang, Yemin Shi, Ruibo Liu, and 8 more authors
    arXiv preprint arXiv:2304.07987, 2023
  4. CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation
    Ge Zhang, Yizhi Li, Yaoyao Wu, and 5 more authors
    arXiv preprint arXiv:2301.00395, 2023

2022

  1. Large-Scale Pretrained Model for Self-Supervised Music Audio Representation Learning
    Yizhi Li, Ruibin Yuan, Ge Zhang, and 8 more authors
    2022
  2. MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
    Yizhi Li, Ruibin Yuan, Ge Zhang, and 8 more authors
    arXiv preprint arXiv:2212.02508, 2022
  3. HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models
    Yizhi Li, Ge Zhang, Bohao Yang, and 4 more authors
    arXiv preprint arXiv:2211.02882, 2022
  4. TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction
    Yizhi Li, Wei Fan, Chao Liu, and 2 more authors
    arXiv preprint arXiv:2204.13221, 2022

2021

  1. More robust dense retrieval with contrastive dual learning
    Yizhi Li, Zhenghao Liu, Chenyan Xiong, and 1 more author
    In Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval, 2021
  2. From rumor to genetic mutation detection with explanations: a GAN approach
    Mingxi Cheng, Yizhi Li, Shahin Nazarian, and 1 more author
    Scientific Reports, 2021