MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization. - Tianchen Zhao; Xuefei Ning; Tongcheng Fang; Enshu Liu; Guyue Huang; Zinan Lin 001; Shengen Yan; Guohao Dai; Yu Wang 002 (ECCV (14), 2024)

ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. - Tianchen Zhao; Tongcheng Fang; Enshu Liu; Rui Wan; Widyadewi Soedarmadji; Shiyao Li; Zinan Lin 001; Guohao Dai; Shengen Yan; Huazhong Yang; Xuefei Ning; Yu Wang 002 (CoRR, 2024)

E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling. - Zhihang Yuan; Yuzhang Shang; Hanling Zhang; Tongcheng Fang; Rui Xie; Bingxin Xu; Yan Yan 002; Shengen Yan; Guohao Dai; Yu Wang 002 (CoRR, 2024)

ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. - Tianchen Zhao; Tongcheng Fang; Haofeng Huang; Rui Wan; Widyadewi Soedarmadji; Enshu Liu; Shiyao Li; Zinan Lin 001; Guohao Dai; Shengen Yan; Huazhong Yang; Xuefei Ning; et al. (ICLR, 2025)

DLFR-VAE: Dynamic Latent Frame Rate VAE for Video Generation. - Zhihang Yuan; Siyuan Wang; Rui Xie; Hanling Zhang; Tongcheng Fang; Yuzhang Shang; Shengen Yan; Guohao Dai; Yu Wang 002 (CoRR, 2025)

VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models. - Hanling Zhang; Yayu Zhou; Tongcheng Fang; Zhihang Yuan; Guohao Dai; Yu Wang 002 (CoRR, 2025)