Nanqing Dong

Venues

Frequent coauthors

Papers

1. Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains
   ACL 2026 ·

   Zhonghang Yuan

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2. Bidirectional Representations Augmented Autoregressive Biological Sequence Generation
   NeurIPS 2025 ·

   Xiang Zhang

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3. Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
   EMNLP 2025 ·

   Haonan He

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4. Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing
   ICML 2025 ·

   Xiang Zhang

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5. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
   ACL 2025 ·

   Haoyang Su

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6. PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
   NeurIPS 2025 ·

   Xinzhe Zheng

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7. ROGRAG: A Robustly Optimized GraphRAG Framework
   ACL 2025 ·

   Zhefan Wang

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8. SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science
   ACL 2025 ·

   Jie Ying

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9. Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection
   AAAI 2025 ·

   Dingning Liu

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10. Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
    ICML 2025 ·

    Zijie Qiu

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11. An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding
    IJCAI 2024 ·

    Renqi Chen

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12. Benchmarking Fish Dataset and Evaluation Metric in Keypoint Detection - Towards Precise Fish Morphological Assessment in Aquaculture Breeding
    IJCAI 2024 ·

    Weizhen Liu

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13. ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
    AAAI 2024 ·

    Zhi Jin

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14. Empowering and Assessing the Utility of Large Language Models in Crop Science
    NeurIPS 2024 ·

    Hang Zhang

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15. Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
    NeurIPS 2024 ·

    Lifeng Qiao

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16. Revealing Hierarchical Structure of Leaf Venations in Plant Science via Label-Efficient Segmentation: Dataset and Method
    IJCAI 2024 ·

    Weizhen Liu

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