Tianshuo Xu

According to our database, Tianshuo Xu authored at least 21 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Teaching Video Generators to Remember: Eliciting Dynamic Memory for Out-of-Sight State Evolution.

Tianshuo Xu, Yichen Xie, Depu Meng, Chensheng Peng, Quentin Herau, Bo Jiang, Yihan Hu, Wei Zhan

CoRR, May, 2026

LaMo: Self-Supervised Latent Motion Priors for Physical Realism in Video Generation.

Bo Jiang, Depu Meng, Yihan Hu, Yichen Xie, Tianshuo Xu, Wei Zhan

CoRR, May, 2026

SpectralSplat: Appearance-Disentangled Feed-Forward Gaussian Splatting for Driving Scenes.

Quentin Herau, Tianshuo Xu, Depu Meng, Jiezhi Yang, Chensheng Peng, Spencer Sherk, Yihan Hu, Wei Zhan

CoRR, April, 2026

CalliMaster: Mastering Page-level Chinese Calligraphy via Layout-guided Spatial Planning.

Tianshuo Xu, Tiantian Hong, Zhifei Chen, Fei Chao, Ying-Cong Chen

CoRR, March, 2026

Motion Forcing: A Decoupled Framework for Robust Video Generation in Motion Dynamics.

Tianshuo Xu, Zhifei Chen, Leyi Wu, Hao Lu, Ying-Cong Chen

CoRR, March, 2026

A Mechanistic View on Video Generation as World Models: State and Dynamics.

Luozhou Wang, Zhifei Chen, Yihua Du, Dongyu Yan, Wenhang Ge, Guibao Shen, Xinli Xu, Leyi Wu, Man Chen, Tianshuo Xu, Peiran Ren, Xin Tao, Pengfei Wan, Ying-Cong Chen

CoRR, January, 2026

2025

Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer.

Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Tianshuo Xu, Xiaoshuai Sun, Tongliang Liu, Rongrong Ji, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., October, 2025

STANCE: Motion Coherent Video Generation Via Sparse-to-Dense Anchored Encoding.

Zhifei Chen, Tianshuo Xu, Leyi Wu, Luozhou Wang, Dongyu Yan, Zihan You, Wenting Luo, Guo Zhang, Yingcong Chen

CoRR, October, 2025

UniCalli: A Unified Diffusion Framework for Column-Level Generation and Recognition of Chinese Calligraphy.

Tianshuo Xu, Kai Wang, Zhifei Chen, Leyi Wu, Tianshui Wen, Fei Chao, Ying-Cong Chen

CoRR, October, 2025

NADM: Noise-Aware Diffusion Model for Landscape Painting Video Generation.

Ding-Ming Liu, Shao-Wei Li, Ruo-Yan Zhou, Lili Liang, Yongguan Hong, Yuan-Ze Zeng, Xiang Chang, Lijiang Li, Tianshuo Xu, Fei Chao, Changjing Shang, Qiang Shen

IEEE Trans. Cybern., August, 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, June, 2025

Orpaint: a zero-shot inpainting model for oracle bone inscription rubbings with visual mamba block.

Zijie Meng, Yuan-Ze Zeng, Xiang Chang, Tianshuo Xu, Fei Chao, Xixin Cao, Changjing Shang, Qiang Shen

Sci. China Inf. Sci., 2025

DrivingRecon: Large 4D Gaussian Reconstruction Model For Autonomous Driving.

Hao Lu, Tianshuo Xu, Wenzhao Zheng, Yunpeng Zhang, Wei Zhan, Dalong Du, Masayoshi Tomizuka, Kurt Keutzer, Yingcong Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Occ-LLM: Enhancing Autonomous Driving with Occupancy-Based Large Language Models.

Tianshuo Xu, Hao Lu, Xu Yan, Yingjie Cai, Bingbing Liu, Yingcong Chen

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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, Rongrong Ji, Yonghong Tian, Qiang Shen

IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

Towards Faster Training of Diffusion Models: An Inspiration of A Consistency Phenomenon.

Tianshuo Xu, Peng Mi, Ruilin Wang, Yingcong Chen

CoRR, 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, Xiang Chang, Chih-Min Lin, Fei Chao, Changjiang Shang, Qiang Shen

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

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

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2022

What Hinders Perceptual Quality of PSNR-oriented Methods?

Tianshuo Xu, Peng Mi, Xiawu Zheng, Lijiang Li, Fei Chao, Guannan Jiang, Wei Zhang, Yiyi Zhou, Rongrong Ji

CoRR, 2022

2021

CDP: Towards Optimal Filter Pruning via Class-wise Discriminative Power.

Tianshuo Xu, Yuhang Wu, Xiawu Zheng, Teng Xi, Gang Zhang, Errui Ding, Fei Chao, Rongrong Ji

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021