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Yilong Chen

11 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ACL ×6NeurIPS ×2AAAI ×1EMNLP ×1ICML ×1

Frequent coauthors

Tingwen Liu
×8
Junyuan Shang
×7
Zhenyu Zhang
×7
Shuohuan Wang
×7
Hua Wu
×6
Yu Sun
×4
Haifeng Wang
×4
Yu Sun
×3
Jiawei Sheng
×2
Shiyao Cui
×2
Zitian Gao
×1
Yihao Xiao
×1

Papers

  1. Polymorphic Universal Transformer
    ACL 2026 · Yilong Chen,
    Zitian Gao
    ,
    Yihao Xiao
    ,
    Jason Klein Liu
    ,
    Xinyu Yang
    ,
    Yifan Luo
    ,
    Haoming Luo
    ,
    Zhengmao Ye
    ,
    Tingwen Liu
    ,
    Ran Tao
    ,
    Bryan Dai
  2. Sparse Growing Transformer: Training-Time Sparse Depth Allocation via Progressive Attention Looping
    ACL 2026 ·
    Yao Chen
    , Yilong Chen,
    Yinqi Yang
    ,
    Junyuan Shang
    ,
    Zhenyu Zhang
    ,
    Zefeng Zhang
    ,
    Shuaiyi Nie
    ,
    Shuohuan Wang
    ,
    Yu Sun
    ,
    Hua Wu
    ,
    Haifeng Wang
    ,
    Tingwen Liu
  3. StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression
    AAAI 2026 · Yilong Chen,
    Xiang Bai
    ,
    Zhibin Wang
    ,
    Chengyu Bai
    ,
    Yuhan Dai
    ,
    Ming Lu
  4. Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics
    ACL 2026 · Yilong Chen,
    Junyuan Shang
    ,
    Yuchen Feng
    ,
    Zhenyu Zhang
    ,
    Naibin Gu
    ,
    Ziqi Wang
    ,
    Tingwen Liu
    ,
    Shuohuan Wang
    ,
    Yu Sun
    ,
    Hua Wu
    ,
    Haifeng Wang
  5. Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
    ACL 2025 · Yilong Chen,
    Junyuan Shang
    ,
    Zhenyu Zhang
    ,
    Yanxi Xie
    ,
    Jiawei Sheng
    ,
    Tingwen Liu
    ,
    Shuohuan Wang
    ,
    Yu Sun
    ,
    Hua Wu
    ,
    Haifeng Wang
  6. Mixture of Hidden-Dimensions: Not All Hidden-States' Dimensions are Needed in Transformer
    ICML 2025 · Yilong Chen,
    Junyuan Shang
    ,
    Zhenyu Zhang
    ,
    Jiawei Sheng
    ,
    Tingwen Liu
    ,
    Shuohuan Wang
    ,
    Yu Sun
    ,
    Hua Wu
    ,
    Haifeng Wang
  7. Who Speaks for the Trigger? Dynamic Expert Routing in Backdoored Mixture-of-Experts Transformers
    NeurIPS 2025 ·
    Xin Zhao
    ,
    Xiaojun Chen
    ,
    Bingshan Liu
    ,
    Haoyu Gao
    ,
    Zhendong Zhao
    , Yilong Chen
  8. DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion
    NeurIPS 2024 · Yilong Chen,
    Linhao Zhang
    ,
    Junyuan Shang
    ,
    Zhenyu Zhang
    ,
    Tingwen Liu
    ,
    Shuohuan Wang
    ,
    Yu Sun
  9. LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion
    ACL 2024 · Yilong Chen,
    Junyuan Shang
    ,
    Zhenyu Zhang
    ,
    Shiyao Cui
    ,
    Tingwen Liu
    ,
    Shuohuan Wang
    ,
    Yu Sun
    ,
    Hua Wu
  10. NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time
    ACL 2024 · Yilong Chen,
    Guoxia Wang
    ,
    Junyuan Shang
    ,
    Shiyao Cui
    ,
    Zhenyu Zhang
    ,
    Tingwen Liu
    ,
    Shuohuan Wang
    ,
    Yu Sun
    ,
    Dianhai Yu
    ,
    Hua Wu
  11. Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training
    EMNLP 2024 ·
    Zhou Zhang
    ,
    Dongzeng Tan
    ,
    Jiaan Wang
    , Yilong Chen,
    Jiarong Xu