Linfeng Zhang

Orcid: 0000-0002-3341-183X

Affiliations:

Shanghai Jiao Tong University, China

According to our database¹, Linfeng Zhang authored at least 70 papers between 2007 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Innovator: Scientific Continued Pretraining with Fine-grained MoE Upcycling.

[BibT_eX]

[DOI]

CoRR, July, 2025

MemOS: A Memory OS for AI System.

[BibT_eX]

[DOI]

CoRR, July, 2025

EfficientVLA: Training-Free Acceleration and Compression for Vision-Language-Action Models.

[BibT_eX]

[DOI]

CoRR, June, 2025

TACTIC: Translation Agents with Cognitive-Theoretic Interactive Collaboration.

[BibT_eX]

[DOI]

CoRR, June, 2025

dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching.

[BibT_eX]

[DOI]

CoRR, June, 2025

Shifting AI Efficiency From Model-Centric to Data-Centric Compression.

[BibT_eX]

[DOI]

CoRR, May, 2025

MLLMs are Deeply Affected by Modality Bias.

[BibT_eX]

[DOI]

CoRR, May, 2025

LEGION: Learning to Ground and Explain for Synthetic Image Detection.

[BibT_eX]

[DOI]

CoRR, March, 2025

LazyMAR: Accelerating Masked Autoregressive Models via Feature Caching.

[BibT_eX]

[DOI]

CoRR, March, 2025

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, March, 2025

LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint.

[BibT_eX]

[DOI]

CoRR, February, 2025

Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More.

[BibT_eX]

[DOI]

CoRR, February, 2025

RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, February, 2025

Compression with Global Guidance: Towards Training-free High-Resolution MLLMs Acceleration.

[BibT_eX]

[DOI]

CoRR, January, 2025

Token Pruning for Caching Better: 9 Times Acceleration on Stable Diffusion for Free.

[BibT_eX]

[DOI]

CoRR, January, 2025

Safety-Enhanced Navigation Planning for Magnetic Microrobots.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2025

Accelerating Diffusion Transformers with Token-wise Feature Caching.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

REEF: Representation Encoding Fingerprints for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning.

[BibT_eX]

[DOI]

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

ProReflow: Progressive Reflow with Decomposed Velocity.

[BibT_eX]

[DOI]

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

Dataset Distillation with Neural Characteristic Function: A Minmax Perspective.

[BibT_eX]

[DOI]

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

ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models.

[BibT_eX]

[DOI]

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

Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem?

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Unlocking Speech Instruction Data Potential with Query Rewriting.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Training-Free and Hardware-Friendly Acceleration for Diffusion Models via Similarity-based Token Pruning.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Gesture Recognition Using Visible Light on Mobile Devices.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., August, 2024

Accelerating Diffusion Transformers with Dual Feature Caching.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models.

[BibT_eX]

[DOI]

CoRR, 2024

Decouple-Then-Merge: Towards Better Training for Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

Accelerating Diffusion Models with One-to-Many Knowledge Distillation.

[BibT_eX]

[DOI]

Linfeng Zhang

Kaisheng Ma

CoRR, 2024

DRUPI: Dataset Reduction Using Privileged Information.

[BibT_eX]

[DOI]

CoRR, 2024

Not All Samples Should Be Utilized Equally: Towards Understanding and Improving Dataset Distillation.

[BibT_eX]

[DOI]

CoRR, 2024

DiTFastAttn: Attention Compression for Diffusion Transformer Models.

[BibT_eX]

[DOI]

CoRR, 2024

DiTFastAttn: Attention Compression for Diffusion Transformer Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Structured Knowledge Distillation for Accurate and Efficient Object Detection.

[BibT_eX]

[DOI]

Linfeng Zhang

Kaisheng Ma

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

A Good Data Augmentation Policy is not All You Need: A Multi-Task Learning Perspective.

[BibT_eX]

[DOI]

Linfeng Zhang

Kaisheng Ma

IEEE Trans. Circuits Syst. Video Technol., May, 2023

CORSD: Class-Oriented Relational Self Distillation.

[BibT_eX]

[DOI]

CoRR, 2023

Revisiting Data Augmentation in Model Compression: An Empirical and Comprehensive Study.

[BibT_eX]

[DOI]

Muzhou Yu

Linfeng Zhang

Kaisheng Ma

Proceedings of the International Joint Conference on Neural Networks, 2023

Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Tiny Updater: Towards Efficient Neural Network-Driven Software Updating.

[BibT_eX]

[DOI]

Linfeng Zhang

Kaisheng Ma

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multi-Frequency Representation Enhancement with Privilege Information for Video Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CORSD: Class-Oriented Relational Self Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Structured Knowledge Distillation Towards Efficient Multi-View 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 34th British Machine Vision Conference 2023, 2023

Region-aware Knowledge Distillation for Efficient Image-to-Image Translation.

[BibT_eX]

[DOI]

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Non-Structured DNN Weight Pruning - Is It Beneficial in Any Platform?

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Self-Distillation: Towards Efficient and Compact Neural Networks.

[BibT_eX]

[DOI]

Linfeng Zhang

Chenglong Bao

Kaisheng Ma

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Structured Knowledge Distillation Towards Efficient and Compact Multi-View 3D Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Contrastive Deep Supervision.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

SMART: screen-based gesture recognition on commodity mobile devices.

[BibT_eX]

[DOI]

Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

SMART: screen-based gesture recognition on commodity mobile devices.

[BibT_eX]

[DOI]

Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Wavelet J-Net: A Frequency Perspective on Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Improve Object Detection with Feature-based Knowledge Distillation: Towards Accurate and Efficient Detectors.

[BibT_eX]

[DOI]

Linfeng Zhang

Kaisheng Ma

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Fine-grained emotion classification of Chinese microblogs based on graph convolution networks.

[BibT_eX]

[DOI]

World Wide Web, 2020

Task-Oriented Feature Distillation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Auxiliary Training: Towards Accurate and Robust Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Prediction of Marine Pycnocline Based on Kernel Support Vector Machine and Convex Optimization Technology.

[BibT_eX]

[DOI]

Sensors, 2019

Non-structured DNN Weight Pruning Considered Harmful.

[BibT_eX]

[DOI]

CoRR, 2019

SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2017

Optimization of the Power Flow in a Smart Home.

[BibT_eX]

[DOI]

Linfeng Zhang

Xingguo Xiong

Proceedings of the Online Engineering & Internet of Things, 2017

2008

Video Segmentation Algorithm in Virtual Advertisement System.

[BibT_eX]

[DOI]

Linqiang Chen

Jianping Han

Linfeng Zhang

Proceedings of the International Conference on Cyberworlds 2008, 2008

2007

The sensing mechanism and the response simulation of the MIS hydrogen sensor.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computer and Information Sciences and Engineering, 2007

Linfeng Zhang

Timeline

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