CDP: Towards Optimal Filter Pruning via Class-wise Discriminative Power. - Tianshuo Xu; Yuhang Wu 004; Xiawu Zheng; Teng Xi; Gang Zhang; Errui Ding; Fei Chao 001; Rongrong Ji (ACM Multimedia, 2021)

What Hinders Perceptual Quality of PSNR-oriented Methods? - Tianshuo Xu; Peng Mi; Xiawu Zheng; Lijiang Li; Fei Chao 001; Guannan Jiang; Wei Zhang 217; Yiyi Zhou; Rongrong Ji (CoRR, 2022)

Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer. - Peng Mi; Li Shen 008; Tianhe Ren; Yiyi Zhou; Tianshuo Xu; Xiaoshuai Sun; Tongliang Liu; Rongrong Ji; Dacheng Tao (CoRR, 2023)

From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model. - Xiaojie Xu; Tianshuo Xu; Fulong Ma; Yingcong Chen (ICRA, 2024)

CPE COIN++: Towards Optimized Implicit Neural Representation Compression Via Chebyshev Positional Encoding. - Haocheng Chu; Shaohui Dai; Wenqi Ding; Xin Shi; Tianshuo Xu; Pingyang Dai; Shengchuan Zhang; Yan Zhang 109; Xiang Chang; Chih-Min Lin; Fei Chao 001; Changjiang Shang; et al. (PRCV (9), 2024)

Towards Faster Training of Diffusion Models: An Inspiration of A Consistency Phenomenon. - Tianshuo Xu; Peng Mi; Ruilin Wang; Yingcong Chen (CoRR, 2024)

Motion Dreamer: Realizing Physically Coherent Video Generation through Scene-Aware Motion Reasoning. - Tianshuo Xu; Zhifei Chen; Leyi Wu; Hao Lu 009; Yuying Chen; Lihui Jiang; Bingbing Liu; Yingcong Chen (CoRR, 2024)

DrivingRecon: Large 4D Gaussian Reconstruction Model For Autonomous Driving. - Hao Lu 009; Tianshuo Xu; Wenzhao Zheng; Yunpeng Zhang; Wei Zhan; Dalong Du; Masayoshi Tomizuka; Kurt Keutzer; Yingcong Chen (CoRR, 2024)

Uncovering the Over-Smoothing Challenge in Image Super-Resolution: Entropy-Based Quantification and Contrastive Optimization. - Tianshuo Xu; Lijiang Li; Peng Mi; Xiawu Zheng; Fei Chao 001; Rongrong Ji; Yonghong Tian 001; Qiang Shen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Uni-Renderer: Unifying Rendering and Inverse Rendering Via Dual Stream Diffusion. - Zhifei Chen; Tianshuo Xu; Wenhang Ge; Leyi Wu; Dongyu Yan; Jing He; Luozhou Wang; Lu Zeng; Shunsi Zhang; Ying-Cong Chen (CVPR, 2025)

Occ-LLM: Enhancing Autonomous Driving with Occupancy-Based Large Language Models. - Tianshuo Xu; Hao Lu 009; Xu Yan 005; Yingjie Cai; Bingbing Liu; Yingcong Chen (CoRR, 2025)

FlexPainter: Flexible and Multi-View Consistent Texture Generation. - Dongyu Yan; Leyi Wu; Jiantao Lin; Luozhou Wang; Tianshuo Xu; Zhifei Chen; Zhen Yang; Lie Xu; Shunsi Zhang; Yingcong Chen (CoRR, 2025)

NADM: Noise-Aware Diffusion Model for Landscape Painting Video Generation. - Ding-Ming Liu; Shao-Wei Li; Ruo-Yan Zhou; Li-Li Liang; Yongguan Hong; Yuan-Ze Zeng; Xiang Chang; Lijiang Li; Tianshuo Xu; Fei Chao 001; Changjing Shang; Qiang Shen 001 (IEEE Trans. Cybern., 2025)