PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models
Fuente:
arXiv
Saved in:
| Main Authors: | Wnag, Zining, Guo, Jinyang, Gong, Ruihao, Yong, Yang, Liu, Aishan, Huang, Yushi, Liu, Jiaheng, Liu, Xianglong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes
by: Gong, Ruihao, et al.
Published: (2024)
by: Gong, Ruihao, et al.
Published: (2024)
Training Data Efficiency in Multimodal Process Reward Models
by: Li, Jinyuan, et al.
Published: (2026)
by: Li, Jinyuan, et al.
Published: (2026)
HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration
by: Huang, Yushi, et al.
Published: (2024)
by: Huang, Yushi, et al.
Published: (2024)
OpenAVS: Training-Free Open-Vocabulary Audio Visual Segmentation with Foundational Models
by: Chen, Shengkai, et al.
Published: (2025)
by: Chen, Shengkai, et al.
Published: (2025)
A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms
by: Gong, Ruihao, et al.
Published: (2024)
by: Gong, Ruihao, et al.
Published: (2024)
Dental-TriageBench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage
by: He, Ziyi, et al.
Published: (2026)
by: He, Ziyi, et al.
Published: (2026)
SLMQuant:Benchmarking Small Language Model Quantization for Practical Deployment
by: Wang, Jiacheng, et al.
Published: (2025)
by: Wang, Jiacheng, et al.
Published: (2025)
TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models
by: Huang, Yushi, et al.
Published: (2023)
by: Huang, Yushi, et al.
Published: (2023)
Beyond Interpretability: Exploring the Comprehensibility of Adaptive Video Streaming through Large Language Models
by: Jia, Lianchen, et al.
Published: (2025)
by: Jia, Lianchen, et al.
Published: (2025)
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
by: Novack, Zachary, et al.
Published: (2026)
by: Novack, Zachary, et al.
Published: (2026)
LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit
by: Gong, Ruihao, et al.
Published: (2024)
by: Gong, Ruihao, et al.
Published: (2024)
Deconfounded Reasoning for Multimodal Fake News Detection via Causal Intervention
by: Liu, Moyang, et al.
Published: (2025)
by: Liu, Moyang, et al.
Published: (2025)
Exploring Modality Disruption in Multimodal Fake News Detection
by: Liu, Moyang, et al.
Published: (2025)
by: Liu, Moyang, et al.
Published: (2025)
Modeling the Popularity of Events on Web by Sparsity and Mutual-Excitation Guided Graph Neural Network
by: Deng, Jiaxin, et al.
Published: (2024)
by: Deng, Jiaxin, et al.
Published: (2024)
MoDES: Accelerating Mixture-of-Experts Multimodal Large Language Models via Dynamic Expert Skipping
by: Huang, Yushi, et al.
Published: (2025)
by: Huang, Yushi, et al.
Published: (2025)
MCIGLE: Multimodal Exemplar-Free Class-Incremental Graph Learning
by: You, Haochen, et al.
Published: (2025)
by: You, Haochen, et al.
Published: (2025)
Turbo your multi-modal classification with contrastive learning
by: Zhang, Zhiyu, et al.
Published: (2024)
by: Zhang, Zhiyu, et al.
Published: (2024)
SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms
by: Batra, Arnesh, et al.
Published: (2025)
by: Batra, Arnesh, et al.
Published: (2025)
Calibrated Multimodal Representation Learning with Missing Modalities
by: Liu, Xiaohao, et al.
Published: (2025)
by: Liu, Xiaohao, et al.
Published: (2025)
Bipartite Patient-Modality Graph Learning with Event-Conditional Modelling of Censoring for Cancer Survival Prediction
by: Yue, Hailin, et al.
Published: (2025)
by: Yue, Hailin, et al.
Published: (2025)
FISHER: A Foundation Model for Multi-Modal Industrial Signal Comprehensive Representation
by: Fan, Pingyi, et al.
Published: (2025)
by: Fan, Pingyi, et al.
Published: (2025)
Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback
by: Yang, Yiyuan, et al.
Published: (2025)
by: Yang, Yiyuan, et al.
Published: (2025)
FlexCache: Flexible Approximate Cache System for Video Diffusion
by: Sun, Desen, et al.
Published: (2024)
by: Sun, Desen, et al.
Published: (2024)
T$^\text{3}$SVFND: Towards an Evolving Fake News Detector for Emergencies with Test-time Training on Short Video Platforms
by: Zhang, Liyuan, et al.
Published: (2025)
by: Zhang, Liyuan, et al.
Published: (2025)
Multimodal Large Language Models for Medicine: A Comprehensive Survey
by: Ye, Jiarui, et al.
Published: (2025)
by: Ye, Jiarui, et al.
Published: (2025)
Towards Alleviating Text-to-Image Retrieval Hallucination for CLIP in Zero-shot Learning
by: Wang, Hanyao, et al.
Published: (2024)
by: Wang, Hanyao, et al.
Published: (2024)
Efficient Distributed Training through Gradient Compression with Sparsification and Quantization Techniques
by: Singh, Shruti, et al.
Published: (2024)
by: Singh, Shruti, et al.
Published: (2024)
Designing Network Algorithms via Large Language Models
by: He, Zhiyuan, et al.
Published: (2024)
by: He, Zhiyuan, et al.
Published: (2024)
Multimodal Methods for Analyzing Learning and Training Environments: A Systematic Literature Review
by: Cohn, Clayton, et al.
Published: (2024)
by: Cohn, Clayton, et al.
Published: (2024)
Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark
by: Gao, Changsheng, et al.
Published: (2024)
by: Gao, Changsheng, et al.
Published: (2024)
CAMERA: Adapting to Semantic Camouflage in Unsupervised Text-Attributed Graph Fraud Detection
by: Pan, Junjun, et al.
Published: (2026)
by: Pan, Junjun, et al.
Published: (2026)
LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding
by: Han, ZhaoYang, et al.
Published: (2025)
by: Han, ZhaoYang, et al.
Published: (2025)
OOD-GraphLLM: Graph Large Language Model for Out-of-Distribution Generalized Drug Synergy Prediction
by: Wang, Xin, et al.
Published: (2026)
by: Wang, Xin, et al.
Published: (2026)
Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target Tokens
by: Yang, Xikang, et al.
Published: (2024)
by: Yang, Xikang, et al.
Published: (2024)
MoLEx: Mixture of LoRA Experts in Speech Self-Supervised Models for Audio Deepfake Detection
by: Pan, Zihan, et al.
Published: (2025)
by: Pan, Zihan, et al.
Published: (2025)
Fast Text-to-Audio Generation with Adversarial Post-Training
by: Novack, Zachary, et al.
Published: (2025)
by: Novack, Zachary, et al.
Published: (2025)
Knowledge Bridger: Towards Training-free Missing Modality Completion
by: Ke, Guanzhou, et al.
Published: (2025)
by: Ke, Guanzhou, et al.
Published: (2025)
ChemDFM-X: Towards Large Multimodal Model for Chemistry
by: Zhao, Zihan, et al.
Published: (2024)
by: Zhao, Zihan, et al.
Published: (2024)
A Unified Evaluation Framework for Multi-Annotator Tendency Learning
by: Zhang, Liyun, et al.
Published: (2025)
by: Zhang, Liyun, et al.
Published: (2025)
DA-PTQ: Drift-Aware Post-Training Quantization for Efficient Vision-Language-Action Models
by: Xu, Siyuan, et al.
Published: (2026)
by: Xu, Siyuan, et al.
Published: (2026)
Similar Items
-
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes
by: Gong, Ruihao, et al.
Published: (2024) -
Training Data Efficiency in Multimodal Process Reward Models
by: Li, Jinyuan, et al.
Published: (2026) -
HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration
by: Huang, Yushi, et al.
Published: (2024) -
OpenAVS: Training-Free Open-Vocabulary Audio Visual Segmentation with Foundational Models
by: Chen, Shengkai, et al.
Published: (2025) -
A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms
by: Gong, Ruihao, et al.
Published: (2024)