PPaperPicks

Lu Chen

15 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

ACL ×3ICML ×3NeurIPS ×3EMNLP ×2NAACL ×2AAAI ×1WSDM ×1

Frequent coauthors

Hongshen Xu
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Senyu Han
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Yang Han
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Ruisheng Cao
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Da Ma
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Zichen Zhu
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Hanchong Zhang
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Hanqi Li
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Liangtai Sun
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Papers

  1. Alignment for Efficient Tool Calling of Large Language Models
    EMNLP 2025 ·
    Hongshen Xu
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  2. Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking
    ICML 2025 ·
    Senyu Han
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  3. MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
    NeurIPS 2025 ·
    Yang Han
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  4. MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation
    NAACL 2025 ·
    Zichen Zhu
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  5. NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
    ACL 2025 ·
    Ruisheng Cao
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  6. Reducing Tool Hallucination via Reliability Alignment
    ICML 2025 ·
    Hongshen Xu
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  7. Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
    NeurIPS 2025 ·
    Da Ma
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  8. AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference
    EMNLP 2024 ·
    Yang Han
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  9. CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions
    NAACL 2024 ·
    Hanchong Zhang
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  10. Evolving Subnetwork Training for Large Language Models
    ICML 2024 ·
    Hanqi Li
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  11. Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding
    WSDM 2024 ·
    Hongshen Xu
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  12. IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation
    ACL 2024 ·
    Senyu Han
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  13. SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research
    AAAI 2024 ·
    Liangtai Sun
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  14. Sparsity-Accelerated Training for Large Language Models
    ACL 2024 ·
    Da Ma
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  15. Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
    NeurIPS 2024 ·
    Ruisheng Cao
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