Xuan Shen

Venues

Frequent coauthors

Papers

1. From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation
   ACL 2026 ·

   Yizhou Wang

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2. OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive
   AAAI 2026 · Xuan Shen
3. FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts
   IJCAI 2025 ·

   Changdi Yang

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4. LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
   AAAI 2025 · Xuan Shen
5. Numerical Pruning for Efficient Autoregressive Models
   AAAI 2025 · Xuan Shen
6. QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
   CVPR 2025 · Xuan Shen
7. Sparse Learning for State Space Models on Mobile
   ICLR 2025 · Xuan Shen
8. Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment
   AAAI 2025 ·

   Jun Liu

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9. Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
   AAAI 2024 · Xuan Shen
10. Exploring Token Pruning in Vision State Space Models
    NeurIPS 2024 ·

    Zheng Zhan

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11. Pruning Foundation Models for High Accuracy without Retraining
    EMNLP 2024 ·

    Pu Zhao

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12. Rethinking Token Reduction for State Space Models
    EMNLP 2024 ·

    Zheng Zhan

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13. Search for Efficient Large Language Models
    NeurIPS 2024 · Xuan Shen