Jinyang Guo

10

Papers

5

Total Citations

Papers (10)

TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models

CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation

AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints

Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes

PTQ4SAM: Post-Training Quantization for Segment Anything

Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector

LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling

APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers

Compressing Large Language Models by Joint Sparsification and Quantization

Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach