Yifang Chen

Orcid: 0000-0002-7219-9026

According to our database¹, Yifang Chen authored at least 44 papers between 2009 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

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PhD thesis

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Links

On csauthors.net:

Bibliography

2024

New Asphalt Pavement Dielectric Constant Inversion Net Based on Improved Gated Attention for Ground Penetrating Radar.

[BibT_eX]

[DOI]

Yifang Chen

Feng Li

Siqi Zhou

IEEE Trans. Geosci. Remote. Sens., 2024

Fast Gradient Computation for RoPE Attention in Almost Linear Time.

[BibT_eX]

[DOI]

CoRR, 2024

The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation.

[BibT_eX]

[DOI]

Yifang Chen

David Zhu

CoRR, 2024

I Know About "Up"! Enhancing Spatial Reasoning in Visual Language Models Through 3D Reconstruction.

[BibT_eX]

[DOI]

Zaiqiao Meng

Hao Zhou

Yifang Chen

CoRR, 2024

Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Decoding-Time Language Model Alignment with Multiple Objectives.

[BibT_eX]

[DOI]

CoRR, 2024

CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2024

An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

An Adaptive IPM-Based HEVC Video Steganography via Minimizing Non-Additive Distortion.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

LabelBench: A Comprehensive Framework for Benchmarking Label-Efficient Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Distributed Optimal Scheduling of Integrated Energy Systems Based on Federated Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Robotics, 2023

A Lightweight-Model Based Federated Learning Approach for Fault Diagnosis in Intelligent Power Distribution Systems.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Robotics, 2023

Active representation learning for general task space with applications in robotics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improved Active Multi-Task Representation Learning via Lasso.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Double Compression Detection Based on the De-Blocking Filtering of HEVC Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Improved Adaptive Algorithm for Scalable Active Learning with Weak Labeler.

[BibT_eX]

[DOI]

Yifang Chen

Karthik Abinav Sankararaman

CoRR, 2022

A Deep Bayesian Bandits Approach for Anticancer Therapy: Exploration via Functional Prior.

[BibT_eX]

[DOI]

Mingyu Lu

Yifang Chen

Su-In Lee

CoRR, 2022

An adversarial learning framework with cross-domain loss for median filtered image restoration and anti-forensics.

[BibT_eX]

[DOI]

Comput. Secur., 2022

Reward-Free RL is No Harder Than Reward-Aware RL in Linear Markov Decision Processes.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Active Multi-Task Representation Learning.

[BibT_eX]

[DOI]

Yifang Chen

Kevin G. Jamieson

Simon S. Du

Proceedings of the International Conference on Machine Learning, 2022

2021

An Ultrasonic Laminated Transducer for Viscoelastic Media Detection.

[BibT_eX]

[DOI]

Sensors, 2021

Corruption Robust Active Learning.

[BibT_eX]

[DOI]

Yifang Chen

Simon S. Du

Kevin G. Jamieson

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improved Corruption Robust Algorithms for Episodic Reinforcement Learning.

[BibT_eX]

[DOI]

Yifang Chen

Simon S. Du

Kevin Jamieson

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Automated Design of Neural Network Architectures With Reinforcement Learning for Detection of Global Manipulations.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2020

More Practical and Adaptive Algorithms for Online Quantum State Learning.

[BibT_eX]

[DOI]

Yifang Chen

Xin Wang

CoRR, 2020

Fair Contextual Multi-Armed Bandits: Theory and Experiments.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Auto-Generating Neural Networks with Reinforcement Learning for Multi-Purpose Image Forensics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Multi-Armed Bandits with Fairness Constraints for Distributing Resources to Human Teammates.

[BibT_eX]

[DOI]

Proceedings of the HRI '20: ACM/IEEE International Conference on Human-Robot Interaction, 2020

The Fair Contextual Multi-Armed Bandit.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

A multi-purpose image forensic method using densely connected convolutional neural networks.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2019

Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization.

[BibT_eX]

[DOI]

Abhishek Roy

Yifang Chen

Krishnakumar Balasubramanian

Prasant Mohapatra

CoRR, 2019

Reinforcement Learning with Fairness Constraints for Resource Distribution in Human-Robot Teams.

[BibT_eX]

[DOI]

CoRR, 2019

Depthwise Separable Convolutional Neural Network for Image Forensics.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal and Parameter-free.

[BibT_eX]

[DOI]

Proceedings of the Conference on Learning Theory, 2019

Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information.

[BibT_eX]

[DOI]

Proceedings of the Conference on Learning Theory, 2019

2018

Index Mapping for Bit-Error Resilient Multiple Description Lattice Vector Quantizer.

[BibT_eX]

[DOI]

Sorina Dumitrescu

Yifang Chen

Jun Chen

IEEE Trans. Commun., 2018

Densely Connected Convolutional Neural Network for Multi-purpose Image Forensics under Anti-forensic Attacks.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM Workshop on Information Hiding and Multimedia Security, 2018

A Rotation-Invariant Convolutional Neural Network for Image Enhancement Forensics.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Image Forensics Based on Transfer Learning and Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security, 2017

2015

Self-supporting graphene films and their applications.

[BibT_eX]

[DOI]

IET Circuits Devices Syst., 2015

2009

Trilayer nanoimprint fabrication and simulation of the silicon nanowire sensor for gas detection.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2009

Yifang Chen

Timeline

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On csauthors.net:

Bibliography

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