Sotabase

Career

· Research Innovation Director, Putao Tech (Current)2015–
· Master of Business Administration (M.B.A.), Lincoln University (CA)2014–2015
· Senior Product Designer And Design Researcher Of Smart Wearable Device, Ping An Health Cloud Company Limited-Smart Device Team2014–2015
· Independent Designer Researcher, Frog Design/Samsung/Media/Opple/2013–2014
· Designer, Samsung Electronics (Current)2013–
· Designer Promotion Designer, NVIDIA2012–2012
· Product Designer, Hewlett-Packard2011–2011
· Master, Academy of Art University2009–2011
· BFA, Southern Yangtze University (Jiangnan University)2003–2007

Publications (69)

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning
ACM Multimedia · 2019
111
cited
QARC: Video Quality Aware Rate Control for Real-Time Video Streaming based on Deep Reinforcement Learning
ACM Multimedia · 2018
106
cited
Towards Faster and Better Federated Learning: A Feature Fusion Approach
International Conference on Information Photonics · 2019
89
cited
Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating
arXiv.org · 2019
76
cited
Stick: A Harmonious Fusion of Buffer-based and Learning-based Approach for Adaptive Streaming
IEEE Conference on Computer Communications · 2020
59
cited
Quality-Aware Neural Adaptive Video Streaming With Lifelong Imitation Learning
IEEE Journal on Selected Areas in Communications · 2020
55
cited
Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs
arXiv.org · 2019
41
cited
Learning Tailored Adaptive Bitrate Algorithms to Heterogeneous Network Conditions: A Domain-Specific Priors and Meta-Reinforcement Learning Approach
IEEE Journal on Selected Areas in Communications · 2022
41
cited
Enhancing the crowdsourced live streaming: a deep reinforcement learning approach
International Workshop on Network and Operating System Support for Digital Audio and Video · 2019
27
cited
Deep reinforced bitrate ladders for adaptive video streaming
International Workshop on Network and Operating System Support for Digital Audio and Video · 2021
26
cited
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning
Neural Computation · 2019
25
cited
Zwei: A Self-Play Reinforcement Learning Framework for Video Transmission Services
IEEE transactions on multimedia · 2021
23
cited
AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming
ACM Multimedia · 2022
22
cited
Buffer Awareness Neural Adaptive Video Streaming for Avoiding Extra Buffer Consumption
IEEE Conference on Computer Communications · 2023
22
cited
Optimizing Adaptive Video Streaming with Human Feedback
ACM Multimedia · 2023
22
cited
Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming
IEEE International Conference on Multimedia and Expo · 2018
22
cited
Identification of seven exonic variants in the SLC4A1, ATP6V1B1, and ATP6V0A4 genes that alter RNA splicing by minigene assay
Human Mutation · 2021
20
cited
Livesmart: A QoS-Guaranteed Cost-Minimum Framework of Viewer Scheduling for Crowdsourced Live Streaming
ACM Multimedia · 2019
19
cited
Biallelic variants in the ciliary gene TMEM67 cause RHYNS syndrome
European Journal of Human Genetics · 2018
15
cited
Self-play reinforcement learning for video transmission
International Workshop on Network and Operating System Support for Digital Audio and Video · 2020
15
cited
Sotabase
Ruixiao Zhang | Researcher Profile | Sotabase | Sotabase