Zhiteng Li

^† Equal Contribution, ^* Corresponding Author(s)

1. ICLR

   ARB-LLM: Alternating Refined Binarizations for Large Language Models

   Zhiteng Li^† , Xianglong Yan^† , Tianao Zhang , Haotong Qin , Dong Xie , Jiang Tian , Zhongchao Shi , Linghe Kong^* , Yulun Zhang^* , and Xiaokang Yang

   In International Conference on Learning Representations, 2025

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2. ICLR

   GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data

   Zhiteng Li , Lele Chen , Jerone Andrews^* , Yunhao Ba , Yulun Zhang , and Alice Xiang

   In International Conference on Learning Representations, 2025

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3. ICLR

   DVD-Quant: Data-free Video Diffusion Transformers Quantization

   Zhiteng Li^† , Hanxuan Li^† , Junyi Wu , Kai Liu , Linghe Kong , Guihai Chen , Yulun Zhang , and Xiaokang Yang

   In International Conference on Learning Representations, 2026

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4. ICCV

   QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation

   Junyi Wu^† , Zhiteng Li^† , Zheng Hui , Yulun Zhang^* , Linghe Kong , and Xiaokang Yang

   In International Conference on Computer Vision, 2025

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5. ICLR

   Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models

   Tianao Zhang^† , Zhiteng Li^† , Xianglong Yan , Haotong Qin , Yong Guo , and Yulun Zhang

   In International Conference on Learning Representations, 2026

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6. ICLR

   PT \^ 2-LLM: Post-Training Ternarization for Large Language Models

   Xianglong Yan^† , Chengzhu Bao^† , Zhiteng Li , Tianao Zhang , Kaicheng Yang , Haotong Qin , Ruobing Xie , Xingwu Sun , and Yulun Zhang

   In International Conference on Learning Representations, 2026

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7. ICML

   BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution

   Kai Liu^† , Kaicheng Yang^† , Zheng Chen , Zhiteng Li , Yong Guo , Wenbo Li , Linghe Kong^* , and Yulun Zhang^*

   In International Conference on Machine Learning, 2025

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8. arXiv

   AdaSVD: Adaptive Singular Value Decomposition for Large Language Models

   Zhiteng Li^† , Mingyuan Xia^† , Jingyuan Zhang , Zheng Hui , Linghe Kong^* , Yulun Zhang^* , and Xiaokang Yang

   arXiv preprint arXiv:2502.01403, 2025

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9. arXiv

   BinaryHPE: 3D Human Pose and Shape Estimation via Binarization

   Zhiteng Li , Yulun Zhang^* , Jing Lin , Haotong Qin , Jinjin Gu , Xin Yuan , Linghe Kong^* , and Xiaokang Yang

   arXiv preprint arXiv:2311.14323, 2025

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10. arXiv

    ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration

    Xianglong Yan^† , Zhiteng Li^† , Tianao Zhang , Linghe Kong , Yulun Zhang , and Xiaokang Yang

    arXiv preprint arXiv:2505.24357, 2025

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11. arXiv

    Progressive Binarization with Semi-Structured Pruning for LLMs

    Xianglong Yan^† , Tianao Zhang^† , Zhiteng Li , and Yulun Zhang^*

    arXiv preprint arXiv:2502.01705, 2025

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12. arXiv

    CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution

    Kai Liu^† , Dehui Wang^† , Zhiteng Li , Zheng Chen , Yong Guo , Wenbo Li , Linghe Kong^* , and Yulun Zhang^*

    arXiv preprint arXiv:2502.15478, 2025

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13. arXiv

    Low-bit Model Quantization for Deep Neural Networks: A Survey

    Kai Liu^† , Qian Zheng^† , Kaiwen Tao^† , Zhiteng Li , Haotong Qin , Wenbo Li , Yong Guo , Xianglong Liu , Linghe Kong , Guihai Chen , and  others

    arXiv preprint arXiv:2505.05530, 2025

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