Fan Yang

Orcid: 0000-0003-3442-754X

Affiliations:

Wake Forest University, Department of Computer Science, Winston-Salem, NC, USA
Rice University, Houston, TX, USA (PhD 2023)
Texas A&M University, Department of Electrical and Computer Engineering, Networking and Information Systems Laboratory, College Station, TX, USA (former)
University of Electronic Science and Technology of China, School of Communication and Information Engineering, Chengdu, China (former)

According to our database¹, Fan Yang authored at least 50 papers between 2012 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2023

Nowhere-zero flows on tensor products of signed graphs.

[BibT_eX]

[DOI]

Fan Yang

Chunyan Qin

Liangchen Li

Discret. Math., July, 2023

Did You Train on My Dataset? Towards Public Dataset Protection with CleanLabel Backdoor Watermarking.

[BibT_eX]

[DOI]

SIGKDD Explor., 2023

DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research.

[BibT_eX]

[DOI]

Alfredo Costilla-Reyes

Kaixiong Zhou

Xiaoqian Jiang

Xia Ben Hu

CoRR, 2023

Interpretation of Time-Series Deep Models: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking.

[BibT_eX]

[DOI]

CoRR, 2023

Data-centric Artificial Intelligence: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Efficient XAI Techniques: A Taxonomic Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Adaptive Label Smoothing To Regularize Large-Scale Graph Training.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Data-centric AI: Perspectives and Challenges.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Data-centric AI: Techniques and Future Perspectives.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

CoRTX: Contrastive Framework for Real-time Explanation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research.

[BibT_eX]

[DOI]

Alfredo Costilla-Reyes

Kaixiong Zhou

Xiaoqian Jiang

Xia Hu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Defense Against Explanation Manipulation.

[BibT_eX]

[DOI]

Frontiers Big Data, 2022

Differentially Private Counterfactuals via Functional Mechanism.

[BibT_eX]

[DOI]

CoRR, 2022

Accelerating Shapley Explanation via Contributive Cooperator Selection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Generalized Demographic Parity for Group Fairness.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

DEGREE: Decomposition Based Explanation for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation.

[BibT_eX]

[DOI]

SIGKDD Explor., 2021

Learning credible DNNs via incorporating prior knowledge and model local explanation.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2021

Fairness in Deep Learning: A Computational Perspective.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2021

Model-Based Counterfactual Synthesizer for Interpretation.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Machine Learning Explanations to Prevent Overtrust in Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

2020

Deep Neural Networks with Knowledge Instillation.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

2019

XDeep: An Interpretation Tool for Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Score-CAM: Improved Visual Explanations Via Score-Weighted Class Activation Mapping.

[BibT_eX]

[DOI]

CoRR, 2019

Contextual Local Explanation for Black Box Classifiers.

[BibT_eX]

[DOI]

CoRR, 2019

Evaluating Explanation Without Ground Truth in Interpretable Machine Learning.

[BibT_eX]

[DOI]

Fan Yang

Mengnan Du

Xia Hu

CoRR, 2019

XFake: Explainable Fake News Detector with Visualizations.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

On Attribution of Recurrent Neural Network Predictions via Additive Decomposition.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Learning Credible Deep Neural Networks with Rationale Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Large-Scale Heterogeneous Feature Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Towards Interpretation of Recommender Systems with Sorted Explanation Paths.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Joint Bandwidth and Power Allocation for Energy Efficiency Optimization over Heterogeneous LTE#x002F;WiFi Multi-Homing Networks.

[BibT_eX]

[DOI]

Xi Zhang

Fan Yang

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Spectrum utility driven WiFi offloading over NOMA-based cellular network edges.

[BibT_eX]

[DOI]

Xi Zhang

Fan Yang

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

2016

Performance Modeling for Smart Grid Networks over Impulsive Bandpass AWSalphaSN Channels.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Distributed Optimal Green Power Allocation for D2D Based Cellular Networks with Long-Term QoS Constraint.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

SER Analysis of OFDM-Based Power-Line Communications under the Impulsive Nature of Alpha-Stable Background Noise.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Sharpening timing-metrics for auto-correlation based coarse symbol synchronization in OFDM systems.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Proceedings of the IEEE International Conference on Communications, 2014

BER and SER analyses for M-ary modulation schemes under symmetric alpha-stable noise.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Proceedings of the IEEE Global Communications Conference, 2014

Efficient packet detection for D2D power-saving communications over mobile wireless cellular networks.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Proceedings of the IEEE Global Communications Conference, 2014

Adaptive transmission of VoIP packets using TTI bundling in LTE uplink.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

2013

Robust Time-Domain Fine Symbol Synchronization for OFDM-Based Packet Transmission Using CAZAC Preamble.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Proceedings of the 32th IEEE Military Communications Conference, 2013

Coarse symbol timing for OFDM systems by ranking preamble cross-correlations.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

A novel preamble-based robust coarse symbol timing estimators for OFDM systems.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Jingsong Leng

Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

User-oriented FEC decoding scheme for wireless sensor networks with star topologies.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

2012

Time-domain preamble-based SNR estimation for OFDM systems in doubly selective channels.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Zhong-Pei Zhang

Proceedings of the 31st IEEE Military Communications Conference, 2012

Coarse frame synchronization for OFDM systems using SNR estimation.

[BibT_eX]

[DOI]

Fan Yang

Xi Zhang

Zhong-Pei Zhang

Proceedings of the 2012 IEEE Global Communications Conference, 2012

Fan Yang

Timeline

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