Jinyang Guo

Venues

Frequent coauthors

Papers

1. CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models
   AAAI 2026 ·

   Shengbo Gao

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2. Context as a Tool: Context Management for Long-Horizon SWE-Agents
   ACL 2026 ·

   Shukai Liu

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3. First-Order Error Matters: Accurate Compensation for Quantized Large Language Models
   AAAI 2026 ·

   Xingyu Zheng

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4. Half-S: Halving the Scale for Near-Lossless 4-Bit LLM Training
   ACL 2026 ·

   Jinyang Du

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5. APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers
   CVPR 2025 ·

   Zhuguanyu Wu

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6. AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints
   AAAI 2025 ·

   Zhiwei Dong

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7. BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
   ICLR 2025 ·

   Xingyu Zheng

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8. CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation
   ICCV 2025 ·

   Jianyu Wu

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9. DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models
   ICML 2025 ·

   Changyi He

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10. ECLR'25: 2nd Workshop on Efficient Computing Under Limited Resources: Visual Computing
    ICCV 2025 · Jinyang Guo
11. HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration
    ICML 2025 ·

    Yushi Huang

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12. Low-Bit FlashAttention Accelerated Operator Design Based on Triton
    ICCV 2025 ·

    Jinyang Du

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13. TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models
    AAAI 2025 ·

    Haocheng Huang

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14. BiDM: Pushing the Limit of Quantization for Diffusion Models
    NeurIPS 2024 ·

    Xingyu Zheng

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15. Compressing Large Language Models by Joint Sparsification and Quantization
    ICML 2024 · Jinyang Guo
16. DB-LLM: Accurate Dual-Binarization for Efficient LLMs
    ACL 2024 ·

    Hong Chen

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17. Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes
    AAAI 2024 ·

    Ruihao Gong

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18. LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment
    NeurIPS 2024 ·

    Ge Yang

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19. LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling
    CVPR 2024 ·

    Jiaheng Liu

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20. PTQ4SAM: Post-Training Quantization for Segment Anything
    CVPR 2024 ·

    Chengtao Lv

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21. PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models
    ACM MM 2024 ·

    Zining Wang

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22. QVD: Post-training Quantization for Video Diffusion Models
    ACM MM 2024 ·

    Shilong Tian

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23. Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector
    CVPR 2024 ·

    Yifu Ding

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24. VRDistill: Vote Refinement Distillation for Efficient Indoor 3D Object Detection
    ACM MM 2024 ·

    Ze Yuan

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