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Gehua Ma
Senior Algorithmic Engineer, ByteDance Inc.
Joined
June 2020
Names
Gehua Ma
(Preferred)
,
Marcus Ma
Emails
****@icloud.com
(Confirmed)
,
****@zju.edu.cn
(Confirmed)
,
****@icloud.com
(Confirmed)
,
****@bytedance.com
(Confirmed)
,
****@nuaa.edu.cn
(Confirmed)
Personal Links
Homepage
DBLP
Semantic Scholar
Career & Education History
Senior Algorithmic Engineer
ByteDance Inc.
(bytedance.com)
2024
–
Present
Intern
ByteDance Inc.
(bytedance.com)
2024
–
2024
Intern
Liangzhu Lab.
(zju.edu.cn)
2022
–
2024
Intern
ZJU Medical Center,
The First Affiliated Hospital, Zhejiang University School of Medicine
(zju.edu.cn)
2022
–
2024
PhD student
Brain-Machine Intelligence State Key Lab,
Zhejiang University
(zju.edu.cn)
2020
–
2024
Intern
Next Gen. Computation Lab.,
Zhejiang Lab
(zhejianglab.edu.cn)
2020
–
2021
Advisors, Relations & Conflicts
No relations added
Expertise
causal attribution
,
large ranking models
2023
–
Present
associative memory
,
credit assignment
2020
–
Present
latent variable models
,
variational bayes
2019
–
2024
generative adversarial networks
2018
–
2020
biometrics and information forensics
2017
–
2019
image recognition
,
object recognition and tracking
2016
–
2019
optimal control
2014
–
2018
Publications
Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation
Gehua Ma
,
He Wang
,
Jingyuan Zhao
,
Rui Yan
,
Huajin Tang
Published: 01 Jan 2024, Last Modified: 27 Mar 2024
AAAI 2024
Readers:
Everyone
Exploiting noise as a resource for computation and learning in spiking neural networks
Gehua Ma
,
Rui Yan
,
Huajin Tang
Published: 01 Jan 2023, Last Modified: 27 Mar 2024
Patterns 2023
Readers:
Everyone
Dual memory model for experience-once task-incremental lifelong learning
Gehua Ma
,
Runhao Jiang
,
Lang Wang
,
Huajin Tang
Published: 01 Jan 2023, Last Modified: 27 Mar 2024
Neural Networks 2023
Readers:
Everyone
Exploiting Noise as a Resource for Computation and Learning in Spiking Neural Networks
Gehua Ma
,
Rui Yan
,
Huajin Tang
Published: 01 Jan 2023, Last Modified: 27 Mar 2024
CoRR 2023
Readers:
Everyone
Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes
Gehua Ma
,
Runhao Jiang
,
Rui Yan
,
Huajin Tang
Published: 01 Jan 2023, Last Modified: 27 Mar 2024
NeurIPS 2023
Readers:
Everyone
Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes
Gehua Ma
,
Runhao Jiang
,
Rui Yan
,
Huajin Tang
Published: 01 Jan 2023, Last Modified: 27 Mar 2024
CoRR 2023
Readers:
Everyone
Enabling Probabilistic Inference on Large-Scale Spiking Neural Networks
Gehua Ma
,
Huajin Tang
22 Sept 2022 (modified: 13 Feb 2023)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
Successive POI Recommendation via Brain-inspired Spatiotemporal Aware Representation
Gehua Ma
,
Jingyuan Zhao
,
Huajin Tang
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Submitted
Readers:
Everyone
Co-Authors
He Wang
Huajin Tang
Jingyuan Zhao
Lang Wang
Rui Yan
Runhao Jiang