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Shiwen Ni

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

ACL ×12AAAI ×2CIKM ×1EMNLP ×1ICDE ×1ICML ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Shuaimin Li
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Guhong Chen
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Chengguang Gan
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Siyi Li
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Qiyao Wang
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Yuelin Bai
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Chenhao Zhang
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Xintong Sun
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Dingwei Chen
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King Zhu
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Sunbowen Lee
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Nan Xie
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Papers

  1. A Multilingual Dataset and Empirical Validation for the Mutual Reinforcement Effect in Information Extraction
    ACL 2026 ·
    Chengguang Gan
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  2. Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates
    AAAI 2026 ·
    Shuaimin Li
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  3. Beyond Quantity: Trajectory Diversity Scaling for Code Agents
    ACL 2026 ·
    Guhong Chen
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  4. CoTJudger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in LRMs
    ACL 2026 ·
    Siyi Li
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  5. SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models
    ACL 2026 ·
    Shuaimin Li
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  6. Towards IP Intelligence: Benchmarking Large Language Models on Intellectual Property Knowledge and Practice
    ACL 2026 ·
    Qiyao Wang
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  7. VisPoison: An Effective Backdoor Attack Framework for Tabular Data Visualization Models
    ICDE 2026 ·
    Shuaimin Li
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  8. AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents
    ACL 2025 ·
    Guhong Chen
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  9. COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
    NAACL 2025 ·
    Yuelin Bai
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  10. Can MLLMs Understand the Deep Implication Behind Chinese Images?
    ACL 2025 ·
    Chenhao Zhang
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  11. Earley-Driven Dynamic Pruning for Efficient Structured Decoding
    ICML 2025 ·
    Xintong Sun
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  12. Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation
    EMNLP 2025 ·
    Dingwei Chen
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  13. LIME: Less Is More for MLLM Evaluation
    ACL 2025 ·
    King Zhu
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  14. Quantification of Large Language Model Distillation
    ACL 2025 ·
    Sunbowen Lee
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  15. Training on the Benchmark Is Not All You Need
    AAAI 2025 · Shiwen Ni
  16. DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model
    CIKM 2024 ·
    Nan Xie
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  17. E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models
    ACL 2024 ·
    Jinchang Hou
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  18. Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training
    ACL 2024 ·
    Feiteng Fang
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  19. Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models
    ACL 2024 · Shiwen Ni
  20. II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models
    NeurIPS 2024 ·
    Ziqiang Liu
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