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Yu Feng


About

Assistant Professor (tenure-track)
John Hopcroft Center for Computer Science
Shanghai Jiao Tong University


Research Interests

My main research interest is about efficient and high-performance Mobile Visual Computing. This topic is not only about how machines perceive visual information, but also how machines present visual information to us! My current interests include but are not limited to in-sensor computing, point cloud-based computing and XR rendering.

Selected Publications
(1) Yu Feng; Zihan Liu; Jingwen Leng; Minyi Guo; Yuhao Zhu ; Cicero: Real-Time Neural Rendering by Radiance Warping and Memory Optimizations, Proceedings of the 51st Annual International Symposium on Computer Architecture (ISCA@2024)

(2) Yu Feng; Tianrui Ma; Yuhao Zhu; Xuan Zhang ; BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling, Proceedings of the 51st Annual International Symposium on Computer Architecture (ISCA@2024)

(3) Tianrui Ma; Yu Feng; Xuan Zhang; Yuhao Zhu ; CAMJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing, 50th Annual International Symposium on Computer Architecture (ISCA@2023) 

(4) Yu Feng; Gunnar Hammonds; Yiming Gan; Yuhao Zhu ; Crescent: taming memory irregularities for accelerating deep point cloud analytics, Proceedings of the 49th Annual International Symposium on Computer Architecture (ISCA@2022)

(5) Yu Feng; Nathan Goulding-Hotta; Asif Khan; Hans Reyserhove; Yuhao Zhu ; Real-Time Gaze Tracking with Event-Driven Eye Segmentation, 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR@2022)

(6) Yu Feng; Boyuan Tian; Tiancheng Xu; Paul Whatmough; Yuhao Zhu ; Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation, 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO@2020)

(7) Yu Feng; Yuhao Zhu ; PES: Proactive Event Scheduling for Responsive and Energy-Efficient Mobile Web Computing, the 46th International Symposium on Computer Architecture (ISCA@2019)

(8) Yu Feng; Paul Whatmough; Yuhao Zhu ; ASV: Accelerated stereo vision system, 52nd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO@2019)
Honors and Awards

(1) IEEE VR 2022 Best Paper Honorable Mentioned, IEEE VR, 2022

(2) Invited Talk @ ICCAD, Invited: Learned In- Sensor Visual Computing: From Compression to Eventification., 2023 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

(3) Invited Talk @ IEEE VIS, Invited: Real-Time Gaze Tracking with Event-Driven Eye Segmentation, 2022 IEEE Visualization Conference (VIS)

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