PPaperPicks

Yang Song

15 papers at tracked venues · 12 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Tao Zhang
×5
Junwei Bao
×4
Hongfei Jiang
×4
Wayne Xin Zhao
×4
Hengshu Zhu
×4
Rui Yan
×4
Yuzhong Hong
×3
Jinhao Jiang
×3
Ji-Rong Wen
×3
Ruixiang Feng
×2
Yuntao Wen
×2
Yifan Wang
×2

Papers

  1. PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning
    ACL 2026 ·
    Ruixiang Feng
    ,
    Yuntao Wen
    ,
    Silin Zhou
    ,
    Ke Shi
    ,
    Yifan Wang
    ,
    Ran Le
    ,
    Zhenwei An
    ,
    Zongchao Chen
    ,
    Chen Yang
    ,
    Guangyue Peng
    ,
    Yiming Jia
    ,
    Dongsheng Wang
    ,
    Tao Zhang
    ,
    Lisi Chen
    , Yang Song,
    Shen Gao
    ,
    Shuo Shang
  2. Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model
    ICML 2025 ·
    Yuzhong Hong
    ,
    Hanshan Zhang
    ,
    Junwei Bao
    ,
    Hongfei Jiang
    , Yang Song
  3. GVPO: Group Variance Policy Optimization for Large Language Model Post-Training
    NeurIPS 2025 ·
    Kaichen Zhang
    ,
    Yuzhong Hong
    ,
    Junwei Bao
    ,
    Hongfei Jiang
    , Yang Song,
    Dingqian Hong
    ,
    Hui Xiong
  4. KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph
    ACL 2025 ·
    Jinhao Jiang
    ,
    Kun Zhou
    ,
    Xin Zhao
    , Yang Song,
    Chen Zhu
    ,
    Hengshu Zhu
    ,
    Ji-Rong Wen
  5. Lock on Target! Precision Unlearning via Directional Control
    EMNLP 2025 ·
    Yuntao Wen
    ,
    Ruixiang Feng
    ,
    Feng Guo
    ,
    Yifan Wang
    ,
    Ran Le
    , Yang Song,
    Shen Gao
    ,
    Shuo Shang
  6. Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
    ICLR 2025 ·
    Jinhao Jiang
    ,
    Junyi Li
    ,
    Xin Zhao
    , Yang Song,
    Tao Zhang
    ,
    Ji-Rong Wen
  7. MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting
    SIGKDD 2025 ·
    Hongda Sun
    ,
    Hongzhan Lin
    ,
    Haiyu Yan
    , Yang Song,
    Xin Gao
    ,
    Rui Yan
  8. Multi-Turn Interactions for Text-to-SQL with Large Language Models
    CIKM 2025 ·
    Guanming Xiong
    ,
    Junwei Bao
    ,
    Hongfei Jiang
    , Yang Song,
    Wen Zhao
  9. Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models
    AAAI 2025 ·
    Yuchen Fan
    ,
    Yuzhong Hong
    ,
    Qiushi Wang
    ,
    Junwei Bao
    ,
    Hongfei Jiang
    , Yang Song
  10. RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
    NAACL 2025 ·
    Jinhao Jiang
    ,
    Jiayi Chen
    ,
    Junyi Li
    ,
    Ruiyang Ren
    ,
    Shijie Wang
    ,
    Xin Zhao
    , Yang Song,
    Tao Zhang
  11. Early Joint Learning of Emotion Information Makes MultiModal Model Understand You Better
    ACM MM 2024 ·
    Mengying Ge
    ,
    Mingyang Li
    ,
    Dongkai Tang
    ,
    Pengbo Li
    ,
    Kuo Liu
    ,
    Shuhao Deng
    ,
    Songbai Pu
    ,
    Long Liu
    , Yang Song,
    Tao Zhang
  12. Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks
    AAAI 2024 ·
    Yingpeng Du
    ,
    Di Luo
    ,
    Rui Yan
    ,
    Xiaopei Wang
    ,
    Hongzhi Liu
    ,
    Hengshu Zhu
    , Yang Song,
    Jie Zhang
  13. Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
    NeurIPS 2024 ·
    Hongzhan Lin
    ,
    Ang Lv
    ,
    Yuhan Chen
    ,
    Chen Zhu
    , Yang Song,
    Hengshu Zhu
    ,
    Rui Yan
  14. Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method
    SIGKDD 2024 ·
    Chen Yang
    ,
    Sunhao Dai
    ,
    Yupeng Hou
    ,
    Wayne Xin Zhao
    ,
    Jun Xu
    , Yang Song,
    Hengshu Zhu
  15. Your Career Path Matters in Person-Job Fit
    AAAI 2024 ·
    Zhuocheng Gong
    , Yang Song,
    Tao Zhang
    ,
    Ji-Rong Wen
    ,
    Dongyan Zhao
    ,
    Rui Yan