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Fangming Liu

14 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

ACL ×7AAAI ×2EMNLP ×1ICCV ×1ICLR ×1MLSys ×1WWW ×1

Frequent coauthors

Yifan Lu
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Yaxi Lu
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Boyang Zhang
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Xiang Li
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Zhenyan Lu
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Junlin Li
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Bowen Wang
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Yigeng Zhou
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Xinyi Zhang
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Zesheng Shi
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Haochen Han
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Haichuan Hu
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Papers

  1. FP=XINT: Representing Neural Networks via Low-Bit Series Basis Functions
    AAAI 2026 ·
    Boyang Zhang
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  2. LLM Inductive Reasoning Through Multi-Agent Enhanced Monte Carlo Tree Search
    ACL 2026 ·
    Xiang Li
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  3. Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing
    ACL 2025 ·
    Yifan Lu
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  4. Demystifying Small Language Models for Edge Deployment
    ACL 2025 ·
    Zhenyan Lu
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  5. Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
    AAAI 2025 ·
    Yifan Lu
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  6. Learning to Generate Structured Output with Schema Reinforcement Learning
    ACL 2025 ·
    Yaxi Lu
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  7. Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
    ACL 2025 ·
    Junlin Li
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  8. Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
    ICLR 2025 ·
    Yaxi Lu
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  9. RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging
    EMNLP 2025 ·
    Bowen Wang
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  10. Reflection on Knowledge Graph for Large Language Models Reasoning
    ACL 2025 ·
    Yigeng Zhou
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  11. Rubick: Exploiting Job Reconfigurability for Deep Learning Cluster Scheduling
    MLSys 2025 ·
    Xinyi Zhang
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  12. Safety Alignment via Constrained Knowledge Unlearning
    ACL 2025 ·
    Zesheng Shi
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  13. Unlearning the Noisy Correspondence Makes CLIP More Robust
    ICCV 2025 ·
    Haochen Han
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  14. λGrapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing
    WWW 2024 ·
    Haichuan Hu
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