Yunhua Zhou

Venues

Frequent coauthors

Papers

1. How to Set the Learning Rate for Large-Scale Pre-training?
   ACL 2026 · Yunhua Zhou
2. Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
   ACL 2026 ·

   Yuming Yang

   DBLP profile ↗ORCID search ↗
3. BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
   ICLR 2025 ·

   Xinghao Wang

   DBLP profile ↗ORCID search ↗
4. Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law
   ACL 2025 ·

   Qiming Ge

   DBLP profile ↗ORCID search ↗
5. Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
   ICLR 2025 ·

   Jiasheng Ye

   DBLP profile ↗ORCID search ↗
6. Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs
   EMNLP 2025 ·

   Runyu Peng

   DBLP profile ↗ORCID search ↗
7. Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections
   NeurIPS 2025 ·

   Bo Wang

   DBLP profile ↗ORCID search ↗
8. Pre-Trained Policy Discriminators are General Reward Models
   NeurIPS 2025 ·

   Shihan Dou

   DBLP profile ↗ORCID search ↗
9. Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?
   ACL 2025 ·

   Zhiyuan Zeng

   DBLP profile ↗ORCID search ↗
10. Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures
    ICLR 2025 ·

    Junxuan Wang

    DBLP profile ↗ORCID search ↗
11. AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
    ACL 2024 ·

    Jun Zhan

    DBLP profile ↗ORCID search ↗
12. Code Needs Comments: Enhancing Code LLMs with Comment Augmentation
    ACL 2024 ·

    Demin Song

    DBLP profile ↗ORCID search ↗
13. DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning
    AAAI 2024 ·

    Xinghao Wang

    DBLP profile ↗ORCID search ↗
14. Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk
    EMNLP 2024 ·

    Zhiyuan Zeng

    DBLP profile ↗ORCID search ↗
15. Turn Waste into Worth: Rectifying Top-k Router of MoE
    EMNLP 2024 ·

    Zhiyuan Zeng

    DBLP profile ↗ORCID search ↗