DIY Human Action Dataset Generation. - Mehran Khodabandeh; Hamid Reza Vaezi Joze; Ilya Zharkov; Vivek Pradeep (CVPR Workshops, 2018)

DIY Human Action Data Set Generation. - Mehran Khodabandeh; Hamid Reza Vaezi Joze; Ilya Zharkov; Vivek Pradeep (CoRR, 2018)

ImagePairs: Realistic Super Resolution Dataset via Beam Splitter Camera Rig. - Hamid Reza Vaezi Joze; Ilya Zharkov; Karlton Powell; Carl Ringler; Luming Liang; Andy Roulston; Moshe Lutz; Vivek Pradeep (CVPR Workshops, 2020)

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

Guidance Network With Staged Learning for Image Enhancement. - Luming Liang; Ilya Zharkov; Faezeh Amjadi; Hamid Reza Vaezi Joze; Vivek Pradeep (CVPR Workshops, 2021)

Geometry Driven Progressive Warping for One-Shot Face Animation. - Yatao Zhong; Faezeh Amjadi; Ilya Zharkov (BMVC, 2022)

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

Sparsity-guided Network Design for Frame Interpolation. - Tianyu Ding; Luming Liang; Zhihui Zhu; Tianyi Chen; Ilya Zharkov (CoRR, 2022)

MMVP: Motion-Matrix-based Video Prediction. - Yiqi Zhong; Luming Liang; Ilya Zharkov; Ulrich Neumann (ICCV, 2023)

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

Towards Automatic Neural Architecture Search within General Super-Networks. - Tianyi Chen; Luming Liang; Tianyu Ding; Ilya Zharkov (CoRR, 2023)

LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery. - Tianyi Chen; Tianyu Ding; Badal Yadav; Ilya Zharkov; Luming Liang (CoRR, 2023)

The Efficiency Spectrum of Large Language Models: An Algorithmic Survey. - Tianyu Ding; Tianyi Chen; Haidong Zhu; Jiachen Jiang; Yiqi Zhong; Jinxin Zhou; Guangzhi Wang; Zhihui Zhu; Ilya Zharkov; Luming Liang (CoRR, 2023)

OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators. - Tianyi Chen; Tianyu Ding; Zhihui Zhu; Zeyu Chen; HsiangTao Wu; Ilya Zharkov; Luming Liang (CoRR, 2023)

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

CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering. - Haidong Zhu; Tianyu Ding; Tianyi Chen; Ilya Zharkov; Ram Nevatia; Luming Liang (ECCV (6), 2024)

Motion Graph Unleashed: A Novel Approach to Video Prediction. - Yiqi Zhong; Luming Liang; Bohan Tang; Ilya Zharkov; Ulrich Neumann (NeurIPS, 2024)

Lightweight Portrait Matting via Regional Attention and Refinement. - Yatao Zhong; Ilya Zharkov (WACV, 2024)

S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing. - Guangzhi Wang; Tianyi Chen; Kamran Ghasedi; HsiangTao Wu; Tianyu Ding; Chris Nuesmeyer; Ilya Zharkov; Mohan S. Kankanhalli; Luming Liang (CoRR, 2024)

AdaContour: Adaptive Contour Descriptor with Hierarchical Representation. - Tianyu Ding; Jinxin Zhou; Tianyi Chen; Zhihui Zhu; Ilya Zharkov; Luming Liang (CoRR, 2024)

FORA: Fast-Forward Caching in Diffusion Transformer Acceleration. - Pratheba Selvaraju; Tianyu Ding; Tianyi Chen; Ilya Zharkov; Luming Liang (CoRR, 2024)

HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning. - Tianyi Chen; Xiaoyi Qu; David Aponte; Colby R. Banbury; Jongwoo Ko; Tianyu Ding; Yong Ma; Vladimir Lyapunov; Ilya Zharkov; Luming Liang (CoRR, 2024)

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

OFER: Occluded Face Expression Reconstruction. - Pratheba Selvaraju; Victoria Fernández Abrevaya; Timo Bolkart; Rick Akkerman; Tianyu Ding; Faezeh Amjadi; Ilya Zharkov (CVPR, 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 (CoRR, 2025)

Cat-AIR: Content and Task-Aware All-in-One Image Restoration. - Jiachen Jiang; Tianyu Ding; Ke Zhang; Jinxin Zhou; Tianyi Chen; Ilya Zharkov; Zhihui Zhu; Luming Liang (CoRR, 2025)

ProCrop: Learning Aesthetic Image Cropping from Professional Compositions. - Ke Zhang; Tianyu Ding; Jiachen Jiang; Tianyi Chen; Ilya Zharkov; Vishal M. Patel; Luming Liang (CoRR, 2025)