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Yikang Shen

15 papers at tracked venues · 14 at CORE A* · active 2024–2025

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Venues

ICLR ×5NeurIPS ×4ICML ×3AAAI ×1ACL ×1ECCV ×1

Frequent coauthors

Chuang Gan
×6
Rameswar Panda
×4
Songlin Yang
×4
Zhiqing Sun
×4
Zhenfang Chen
×4
Yoon Kim
×3
Yiming Yang
×3
Yining Hong
×3
Chen-Chia Chang
×2
Yiran Chen
×2
Xin Zhang
×2
Shawn Tan
×2

Papers

  1. API Pack: A Massive Multi-Programming Language Dataset for API Call Generation
    ICLR 2025 ·
    Zhen Guo
    ,
    Adriana Meza Soria
    ,
    Wei Sun
    , Yikang Shen,
    Rameswar Panda
  2. LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation
    ICML 2025 ·
    Chen-Chia Chang
    ,
    Wan-Hsuan Lin
    , Yikang Shen,
    Yiran Chen
    ,
    Xin Zhang
  3. PaTH Attention: Position Encoding via Accumulating Householder Transformations
    NeurIPS 2025 ·
    Songlin Yang
    , Yikang Shen,
    Kaiyue Wen
    ,
    Shawn Tan
    ,
    Mayank Mishra
    ,
    Liliang Ren
    ,
    Rameswar Panda
    ,
    Yoon Kim
  4. Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
    ICLR 2025 ·
    Shawn Tan
    ,
    Songlin Yang
    ,
    Aaron C. Courville
    ,
    Rameswar Panda
    , Yikang Shen
  5. Aligning Large Multimodal Models with Factually Augmented RLHF
    ACL 2024 ·
    Zhiqing Sun
    ,
    Sheng Shen
    ,
    Shengcao Cao
    ,
    Haotian Liu
    ,
    Chunyuan Li
    , Yikang Shen,
    Chuang Gan
    ,
    Liangyan Gui
    ,
    Yu-Xiong Wang
    ,
    Yiming Yang
    ,
    Kurt Keutzer
    ,
    Trevor Darrell
  6. CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding
    ICLR 2024 ·
    Junyan Li
    ,
    Delin Chen
    ,
    Yining Hong
    ,
    Zhenfang Chen
    ,
    Peihao Chen
    , Yikang Shen,
    Chuang Gan
  7. Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
    NeurIPS 2024 ·
    Zhiqing Sun
    ,
    Longhui Yu
    , Yikang Shen,
    Weiyang Liu
    ,
    Yiming Yang
    ,
    Sean Welleck
    ,
    Chuang Gan
  8. FlexAttention for Efficient High-Resolution Vision-Language Models
    ECCV 2024 ·
    Junyan Li
    ,
    Delin Chen
    ,
    Tianle Cai
    ,
    Peihao Chen
    ,
    Yining Hong
    ,
    Zhenfang Chen
    , Yikang Shen,
    Chuang Gan
  9. Gated Linear Attention Transformers with Hardware-Efficient Training
    ICML 2024 ·
    Songlin Yang
    ,
    Bailin Wang
    , Yikang Shen,
    Rameswar Panda
    ,
    Yoon Kim
  10. LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits
    ICML 2024 ·
    Chen-Chia Chang
    , Yikang Shen,
    Shaoze Fan
    ,
    Jing Li
    ,
    Shun Zhang
    ,
    Ningyuan Cao
    ,
    Yiran Chen
    ,
    Xin Zhang
  11. Parallelizing Linear Transformers with the Delta Rule over Sequence Length
    NeurIPS 2024 ·
    Songlin Yang
    ,
    Bailin Wang
    ,
    Yu Zhang
    , Yikang Shen,
    Yoon Kim
  12. SALMON: Self-Alignment with Instructable Reward Models
    ICLR 2024 ·
    Zhiqing Sun
    , Yikang Shen,
    Hongxin Zhang
    ,
    Qinhong Zhou
    ,
    Zhenfang Chen
    ,
    David Daniel Cox
    ,
    Yiming Yang
    ,
    Chuang Gan
  13. Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
    NeurIPS 2024 ·
    Wenyu Du
    ,
    Tongxu Luo
    ,
    Zihan Qiu
    ,
    Zeyu Huang
    , Yikang Shen,
    Reynold Cheng
    ,
    Yike Guo
    ,
    Jie Fu
  14. The Consensus Game: Language Model Generation via Equilibrium Search
    ICLR 2024 ·
    Athul Paul Jacob
    , Yikang Shen,
    Gabriele Farina
    ,
    Jacob Andreas
  15. Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning
    AAAI 2024 ·
    Zhenfang Chen
    ,
    Qinhong Zhou
    , Yikang Shen,
    Yining Hong
    ,
    Zhiqing Sun
    ,
    Dan Gutfreund
    ,
    Chuang Gan