PPaperPicks

Ying Shen

Sun Yat-Sen University, School of Intelligent Systens Engineering, China

21 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3220-904X ↗Homepage ↗

Venues

ACL ×9NeurIPS ×3AAAI ×2ICLR ×2CVPR ×1EMNLP ×1ICML ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Yinghui Li
×8
Jiayi Kuang
×6
Hai-Tao Zheng
×6
Yaliang Li
×6
Haojing Huang
×5
Yangning Li
×5
Daoyuan Chen
×5
Zhenqing Ling
×4
Haohao Luo
×4
Wenhao Jiang
×4
Zihao Yi
×3
Delong Zeng
×3

Papers

  1. Attention Basin: Why Contextual Position Matters in Large Language Models
    ACL 2026 ·
    Zihao Yi
    ,
    Zhenqing Ling
    ,
    Delong Zeng
    ,
    Haohao Luo
    ,
    Zhe Xu
    ,
    Wei Liu
    ,
    Jian Luan
    ,
    Wanxia Cao
    , Ying Shen
  2. Invocation Refiner: A Plug-and-Play Module for Rectifying LLM Tool Invocations
    ACL 2026 ·
    Qirui Jiao
    ,
    Dian Jiao
    ,
    Nan Du
    , Ying Shen,
    Liang Lin
  3. Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities
    NeurIPS 2025 ·
    Jiayi Kuang
    ,
    Haojing Huang
    ,
    Yinghui Li
    ,
    Xinnian Liang
    ,
    Zhikun Xu
    ,
    Yangning Li
    ,
    Xiaoyu Tan
    ,
    Chao Qu
    ,
    Meishan Zhang
    , Ying Shen,
    Philip S. Yu
  4. Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking
    ACL 2025 ·
    Haohao Luo
    ,
    Jiayi Kuang
    ,
    Wei Liu
    , Ying Shen,
    Jian Luan
    ,
    Yang Deng
  5. CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction
    ACL 2025 ·
    Jingheng Ye
    ,
    Zishan Xu
    ,
    Yinghui Li
    ,
    Linlin Song
    ,
    Qingyu Zhou
    ,
    Hai-Tao Zheng
    , Ying Shen,
    Wenhao Jiang
    ,
    Hong-Gee Kim
    ,
    Ruitong Liu
    ,
    Xin Su
    ,
    Zifei Shan
  6. Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data
    NeurIPS 2025 ·
    Zhenqing Ling
    ,
    Daoyuan Chen
    ,
    Liuyi Yao
    ,
    Qianli Shen
    ,
    Yaliang Li
    , Ying Shen
  7. EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
    AAAI 2025 ·
    Jingheng Ye
    ,
    Shang Qin
    ,
    Yinghui Li
    ,
    Xuxin Cheng
    ,
    Libo Qin
    ,
    Hai-Tao Zheng
    , Ying Shen,
    Peng Xing
    ,
    Zishan Xu
    ,
    Guo Cheng
    ,
    Wenhao Jiang
  8. Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment
    ACL 2025 ·
    Delong Zeng
    ,
    Yuexiang Xie
    ,
    Yaliang Li
    , Ying Shen
  9. Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension?
    ACL 2025 ·
    Jiayi Kuang
    ,
    Yinghui Li
    ,
    Chen Wang
    ,
    Haohao Luo
    , Ying Shen,
    Wenhao Jiang
  10. Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
    CVPR 2025 ·
    Qirui Jiao
    ,
    Daoyuan Chen
    ,
    Yilun Huang
    ,
    Bolin Ding
    ,
    Yaliang Li
    , Ying Shen
  11. MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction
    EMNLP 2025 ·
    Peng Xing
    ,
    Yinghui Li
    ,
    Shirong Ma
    ,
    Xinnian Liang
    ,
    Haojing Huang
    ,
    Yangning Li
    ,
    Shu-Yu Guo
    ,
    Hai-Tao Zheng
    ,
    Wenhao Jiang
    , Ying Shen
  12. MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?
    NeurIPS 2025 ·
    Zhe Xu
    ,
    Daoyuan Chen
    ,
    Zhenqing Ling
    ,
    Yaliang Li
    , Ying Shen
  13. One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
    ICML 2025 ·
    Yinghui Li
    ,
    Jiayi Kuang
    ,
    Haojing Huang
    ,
    Zhikun Xu
    ,
    Xinnian Liang
    ,
    Yi Yu
    ,
    Wenlian Lu
    ,
    Yangning Li
    ,
    Xiaoyu Tan
    ,
    Chao Qu
    , Ying Shen,
    Hai-Tao Zheng
    ,
    Philip S. Yu
  14. Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
    ICLR 2025 ·
    Yinghui Li
    ,
    Haojing Huang
    ,
    Jiayi Kuang
    ,
    Yangning Li
    ,
    Shu-Yu Guo
    ,
    Chao Qu
    ,
    Xiaoyu Tan
    ,
    Hai-Tao Zheng
    , Ying Shen,
    Philip S. Yu
  15. SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model
    ICLR 2025 ·
    Yue Zhang
    ,
    Zhiyang Xu
    , Ying Shen,
    Parisa Kordjamshidi
    ,
    Lifu Huang
  16. Zero-Shot Image Captioning with Multi-type Entity Representations
    AAAI 2025 ·
    Delong Zeng
    , Ying Shen,
    Man Lin
    ,
    Zihao Yi
    ,
    Jiarui Ouyang
  17. Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation
    ACL 2024 ·
    Haohao Luo
    ,
    Yang Deng
    , Ying Shen,
    See-Kiong Ng
    ,
    Tat-Seng Chua
  18. Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation
    SIGIR 2024 ·
    Zhe Xu
    ,
    Daoyuan Chen
    ,
    Jiayi Kuang
    ,
    Zihao Yi
    ,
    Yaliang Li
    , Ying Shen
  19. Multimodal Instruction Tuning with Conditional Mixture of LoRA
    ACL 2024 · Ying Shen,
    Zhiyang Xu
    ,
    Qifan Wang
    ,
    Yu Cheng
    ,
    Wenpeng Yin
    ,
    Lifu Huang
  20. On the Convergence of Zeroth-Order Federated Tuning for Large Language Models
    SIGKDD 2024 ·
    Zhenqing Ling
    ,
    Daoyuan Chen
    ,
    Liuyi Yao
    ,
    Yaliang Li
    , Ying Shen
  21. Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters
    ACL 2024 ·
    Yinghui Li
    ,
    Zishan Xu
    ,
    Shaoshen Chen
    ,
    Haojing Huang
    ,
    Yangning Li
    ,
    Shirong Ma
    ,
    Yong Jiang
    ,
    Zhongli Li
    ,
    Qingyu Zhou
    ,
    Hai-Tao Zheng
    , Ying Shen