Publications

Tianchen Zhao, Tongcheng Fang, Enshu Liu, Rui Wan, Widyadewi Soedarmadji, Shiyao Li, Zinan Lin, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang (2024). [Arxiv] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. Arxiv.

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Tianchen Zhao, Xuefei Ning, Tongcheng Fang, Enshu Liu, Guyue Huang, Zinan Lin, Shengen Yan, Guohao Dai, Yu Wang (2024). [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization. Arxiv.

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Lin Zhao, Tianchen Zhao, Zinan Lin, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang (2024). [CVPR 24] FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models. In CVPR24.

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Tianchen Zhao, Xuefei Ning, Ke Hong, Zhongyuan Qiu, Pu Lu, Linfeng Zhang, Yali Zhao, Lipu Zhou, Guohao Dai, Huazhong Yang, Yu Wang (2023). [ICCV 23] Ada3D: Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection. In ICCV23.

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Tianchen Zhao, Niansong Zhang, Xuefei Ning, He Wang, Li Yi, Yu Wang (2022). [CVPR 22] CodedVTR: Codebook-based Sparse Voxel Transformer with Geometric Guidance. In CVPR22.

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Xuefei Ning, Tianchen Zhao, Wenshuo Li, Peng Lei, Yu Wang, Huazhong Yang (2020). [ECCV 20] DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation. In ECCV20.

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