Publications 论文 論文

Complete list of Yanjun Chen's papers: peer-reviewed publications, preprints, and works in submission on training environments, reward models, credit assignment, and reinforcement learning.

Peer-reviewed同行评议论文査読論文

2026

  1. NeurIPS
    FastDSAC: Unlocking the Potential of Maximum Entropy RL in High-Dimensional Humanoid Control
    Jun Xue, Junze Wang, Shanze Wang, and 3 more authors
    In Advances in Neural Information Processing Systems (NeurIPS), 2026
    arXiv Bib
  2. EMNLP Findings
    Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning
    Xinghao Chen, Anhao Zhao, Heming Xia, and 7 more authors
    In Findings of the Association for Computational Linguistics: EMNLP 2026, 2026
    arXiv Bib Code
  3. IEEE TVT
    Breaking the Pre-Planning Barrier: Adaptive Real-Time Coordination of Heterogeneous UAVs
    Yuhan Hu, Yirong Sun, Yanjun Chen, and 3 more authors
    IEEE Transactions on Vehicular Technology, 2026
    DOI arXiv Bib
  4. Measurement
    Auditable progressive multimodal bearing fault diagnosis with Large language model Screening
    Jinghan Wang, Gaoliang Peng, Yanjun Chen, and 3 more authors
    Measurement, 2026
    DOI arXiv Bib

2025

  1. EMNLP
    PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks
    Yunuo Liu, Dawei Zhu, Zena Al-Khalili, and 5 more authors
    In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025
    arXiv Bib Code
  2. ACL Findings
    Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning
    Xinghao Chen, Zhijing Sun, Wenjin Guo, and 8 more authors
    In Findings of the Association for Computational Linguistics: ACL 2025, 2025
    arXiv Bib Code
  3. NAACL SRW
    Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation
    Yirong Sun, Dawei Zhu, Yanjun Chen, and 3 more authors
    In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 4: Student Research Workshop), 2025
    arXiv Bib

2024

  1. EMNLP
    The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models
    Yanjun Chen, Dawei Zhu, Yirong Sun, and 3 more authors
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
    arXiv Bib Code

Preprints & under review预印本与在投稿件プレプリント・投稿中の原稿

2026

  1. arXiv
    Action Shaping: Policies Absorb What They Can Express
    Yanjun Chen, Jinghan Wang, Xiaoyu Shen, and 2 more authors
    arXiv preprint arXiv:2609.32752, 2026
    In submission.
    arXiv Bib
  2. arXiv
    The Trace Is the State: Exact Credit Assignment for LLM Agent Teams
    Yanjun Chen, Yirong Sun, Hanlin Wang, and 5 more authors
    arXiv preprint arXiv:2603.06859, 2026
    In submission.
    arXiv Bib Code
  3. arXiv
    SonicBench: Dissecting the Physical Perception Bottleneck in Large Audio Language Models
    Yirong Sun, Yanjun Chen, Xin Qiu, and 8 more authors
    arXiv preprint arXiv:2601.11039, 2026
    arXiv Bib
  4. arXiv
    Digital Twin-Driven Adaptive Sim-to-Real Alignment via Reinforcement Learning for Vibration-Based Bearing Health Monitoring Under Data Scarcity
    Jinghan Wang, Yanjun Chen, Wei Zhang, and 3 more authors
    arXiv preprint arXiv:2606.24954, 2026
    arXiv Bib
  5. arXiv
    Cascaded Multi-Granularity Pruning for On-Device LLM Inference in Industrial IoT
    Jinghan Wang, Yanjun Chen, Wei Zhang, and 3 more authors
    arXiv preprint arXiv:2606.26861, 2026
    arXiv Bib

2025

  1. arXiv
    Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning
    Yanjun Chen, Yirong Sun, Xinghao Chen, and 4 more authors
    arXiv preprint arXiv:2503.06232, 2025
    arXiv Bib Code
  2. arXiv
    LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model
    Yirong Sun, Yizhong Geng, Peidong Wei, and 5 more authors
    arXiv preprint arXiv:2508.15418, 2025
    arXiv Bib Code
  3. arXiv
    MA-ROESL: Motion-aware Rapid Reward Optimization for Efficient Robot Skill Learning from Single Videos
    Xianghui Wang, Xinming Zhang, Yanjun Chen, and 2 more authors
    arXiv preprint arXiv:2505.08367, 2025
    arXiv Bib

2024

  1. arXiv
    Rethinking Soft Actor-Critic in High-Dimensional Action Spaces: The Cost of Ignoring Distribution Shift
    Yanjun Chen, Xinming Zhang, Xianghui Wang, and 3 more authors
    arXiv preprint arXiv:2410.16739, 2024
    arXiv Bib