Ding, Tianyu

24 publications

CVPR 2025 Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression Xiaoyi Qu, David Aponte, Colby Banbury, Daniel P. Robinson, Tianyu Ding, Kazuhito Koishida, Ilya Zharkov, Tianyi Chen

ICML 2025 DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs Jongwoo Ko, Tianyi Chen, Sungnyun Kim, Tianyu Ding, Luming Liang, Ilya Zharkov, Se-Young Yun

NeurIPS 2025 Efficient Last-Iterate Convergence in Solving Extensive-Form Games Linjian Meng, Tianpei Yang, Youzhi Zhang, Zhenxing Ge, Shangdong Yang, Tianyu Ding, Wenbin Li, Bo An, Yang Gao

CVPR 2025 Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration Yiyang Chen, Tianyu Ding, Lei Wang, Jing Huo, Yang Gao, Wenbin Li

NeurIPS 2025 Last-Iterate Convergence of Smooth Regret Matching$^+$ Variants in Learning Nash Equilibria Linjian Meng, Youzhi Zhang, Zhenxing Ge, Tianyu Ding, Shangdong Yang, Zheng Xu, Wenbin Li, Yang Gao

CVPR 2025 OFER: Occluded Face Expression Reconstruction Pratheba Selvaraju, Victoria Fernandez Abrevaya, Timo Bolkart, Rick Akkerman, Tianyu Ding, Faezeh Amjadi, Ilya Zharkov

AAAI 2025 StructSR: Refuse Spurious Details in Real-World Image Super-Resolution Yachao Li, Dong Liang, Tianyu Ding, Sheng-Jun Huang

ECCV 2024 CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang

CVPR 2024 DREAM: Diffusion Rectification and Estimation-Adaptive Models Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang

CVPR 2024 Exploiting Inter-Sample and Inter-Feature Relations in Dataset Distillation Wenxiao Deng, Wenbin Li, Tianyu Ding, Lei Wang, Hongguang Zhang, Kuihua Huang, Jing Huo, Yang Gao

ICLR 2024 InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules Yanqi Bao, Tianyu Ding, Jing Huo, Wenbin Li, Yuxin Li, Yang Gao

ICML 2024 Safe and Robust Subgame Exploitation in Imperfect Information Games Zhenxing Ge, Zheng Xu, Tianyu Ding, Linjian Meng, Bo An, Wenbin Li, Yang Gao

NeurIPS 2023 Efficient Subgame Refinement for Extensive-Form Games Zhenxing Ge, Zheng Xu, Tianyu Ding, Wenbin Li, Yang Gao

ICLR 2023 OTOv2: Automatic, Generic, User-Friendly Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov

ICML 2022 On the Optimization Landscape of Neural Collapse Under MSE Loss: Global Optimality with Unconstrained Features Jinxin Zhou, Xiao Li, Tianyu Ding, Chong You, Qing Qu, Zhihui Zhu

CVPR 2022 RSTT: Real-Time Spatial Temporal Transformer for Space-Time Video Super-Resolution Zhicheng Geng, Luming Liang, Tianyu Ding, Ilya Zharkov

AISTATS 2021 Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms Tianyu Ding, Zhihui Zhu, Manolis Tsakiris, Rene Vidal, Daniel Robinson

NeurIPS 2021 A Geometric Analysis of Neural Collapse with Unconstrained Features Zhihui Zhu, Tianyu Ding, Jinxin Zhou, Xiao Li, Chong You, Jeremias Sulam, Qing Qu

CVPR 2021 CDFI: Compression-Driven Network Design for Frame Interpolation Tianyu Ding, Luming Liang, Zhihui Zhu, Ilya Zharkov

ICML 2021 Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach Tianyu Ding, Zhihui Zhu, Rene Vidal, Daniel P Robinson

NeurIPS 2021 Only Train Once: A One-Shot Neural Network Training and Pruning Framework Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu

ECML-PKDD 2020 Orthant Based Proximal Stochastic Gradient Method for ℓ 1-Regularized Optimization Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Jing Tian, Sheng Yi, Xiao Tu, Zhihui Zhu

NeurIPS 2019 A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning Zhihui Zhu, Tianyu Ding, Daniel Robinson, Manolis Tsakiris, René Vidal

ICML 2019 Noisy Dual Principal Component Pursuit Tianyu Ding, Zhihui Zhu, Tianjiao Ding, Yunchen Yang, Rene Vidal, Manolis Tsakiris, Daniel Robinson