Shuochao Yao
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
45
Venues
24
Active years
2014–2026
Best venue rank
A*
Where they publish
- AICDCS6 papers
- UnrankedSENSYS5 papers
- A*INFOCOM4 papers
- AMobisys3 papers
- BRTCSA3 papers
- BICCCN3 papers
- A*WWW3 papers
- ARTSS2 papers
- AEuroSys1 paper
- A*CVPR1 paper
- ACIKM1 paper
- ARTAS1 paper
- A*ACL1 paper
- AMMSys1 paper
- A*SIGIR1 paper
- A*ICML1 paper
- CFUSION1 paper
- BMOBIHOC1 paper
- A*AAAI1 paper
- A*MOBICOM1 paper
- NationalWSC1 paper
- BEWSN1 paper
- BDCOSS1 paper
- BMASS1 paper
Papers
45 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EuroSys | TokenFlow: Responsive LLM Text Streaming Serving under Request Burst via Preemptive Scheduling. | Junyi Chen, Chuheng Du, Renyuan Liu, Shuochao Yao, Dingtian Yan, Jiang Liao, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2026 | Mobisys | Physical Self-Supervised Learning: IMU Sensing without Manual Labels. | Yuyang Leng, Renyuan Liu, Shaohan Hu, Peijun Zhao, Chun-Fu Chen, Songqing Chen, Shuochao Yao |
| 2025 | Mobisys | DAF: An Efficient End-to-End Dynamic Activation Framework for on-Device DNN Training. | Renyuan Liu, Yuyang Leng, Kaiyan Liu, Shaohan Hu, Chun-Fu (Richard) Chen, Peijun Zhao, Heechul Yun, Shuochao Yao |
| 2025 | RTCSA | MURAL: A Multi-Resolution Anytime Framework for LiDAR Object Detection Deep Neural Networks. | Ahmet Soyyigit, Shuochao Yao, Heechul Yun |
| 2024 | SENSYS | DynaSpa: Exploiting Spatial Sparsity for Efficient Dynamic DNN Inference on Devices. | Renyuan Liu, Yuyang Leng, Shilei Tian, Shaohan Hu, Chun-Fu (Richard) Chen, Shuochao Yao |
| 2023 | CVPR | A Unified Knowledge Distillation Framework for Deep Directed Graphical Models. | Yizhuo Chen, Kaizhao Liang, Zhe Zeng, Shuochao Yao, Huajie Shao |
| 2022 | CIKM | Semi-supervised Hypergraph Node Classification on Hypergraph Line Expansion. | Chaoqi Yang, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher |
| 2022 | RTAS | Self-Cueing Real-Time Attention Scheduling in Criticality-Aware Visual Machine Perception. | Shengzhong Liu, Xinzhe Fu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher |
| 2022 | RTCSA | Anytime-Lidar: Deadline-aware 3D Object Detection. | Ahmet Soyyigit, Shuochao Yao, Heechul Yun |
| 2021 | ACL | On Orthogonality Constraints for Transformers. | Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee |
| 2021 | ICCCN | Contrastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective. | Dongxin Liu, Tianshi Wang, Shengzhong Liu, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher |
| 2021 | MMSys | CrossRoI: cross-camera region of interest optimization for efficient real time video analytics at scale. | Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt |
| 2021 | SIGIR | DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. | Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher |
| 2020 | ICCCN | Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks. | Huajie Shao, Shuochao Yao, Andong Jing, Shengzhong Liu, Dongxin Liu, Tianshi Wang, Jinyang Li, Chaoqi Yang, Ruijie Wang, Tarek F. Abdelzaher |
| 2020 | ICML | ControlVAE: Controllable Variational Autoencoder. | Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher |
| 2020 | WWW | paper2repo: GitHub Repository Recommendation for Academic Papers. | Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher |
| 2020 | SENSYS | Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency. | Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher |
| 2020 | RTSS | On Removing Algorithmic Priority Inversion from Mission-critical Machine Inference Pipelines. | Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher |
| 2020 | RTCSA | Scheduling Real-time Deep Learning Services as Imprecise Computations. | Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher |
| 2019 | FUSION | Unsupervised Fact-finding with Multi-modal Data in Social Sensing. | Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher |
| 2019 | ICCCN | Simulation Evaluation of Fuel-Saving Systems in the City of Chicago. | Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu, Tarek F. Abdelzaher |
| 2019 | ICDCS | A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub. | Shengzhong Liu, Shuochao Yao, Dongxin Liu, Huajie Shao, Yiran Zhao, Xinzhe Fu, Tarek F. Abdelzaher |
| 2019 | ICDCS | Eugene: Towards Deep Intelligence as a Service. | Shuochao Yao, Kasthuri Jayarajah, Archan Misra, Tarek F. Abdelzaher, Yifan Hao, Yiran Zhao, Ailing Piao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Shaohan Hu, Dulanga Weerakoon |
| 2019 | INFOCOM | SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. | Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher |
| 2019 | MOBIHOC | DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data. | Hongfei Xue, Wenjun Jiang, Chenglin Miao, Ye Yuan, Fenglong Ma, Xin Ma, Yijiang Wang, Shuochao Yao, Wenyao Xu, Aidong Zhang, Lu Su |
| 2019 | WWW | STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. | Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher |
| 2019 | SENSYS | Stardust: A deep learning serving system in IoT: demo abstract. | Shuochao Yao, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher |
| 2018 | AAAI | A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling. | Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han |
| 2018 | ICDCS | ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. | Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher |
| 2018 | INFOCOM | A Constrained Maximum Likelihood Estimator for Unguided Social Sensing. | Huajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, Jinda Han, Lance M. Kaplan, Lu Su, Tarek F. Abdelzaher |
| 2018 | MOBICOM | Towards Environment Independent Device Free Human Activity Recognition. | Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shuochao Yao, Yaqing Wang, Ye Yuan, Hongfei Xue, Chen Song, Xin Ma, Dimitrios Koutsonikolas, Wenyao Xu, Lu Su |
| 2018 | Mobisys | QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention. | Shuochao Yao, Yiran Zhao, Shaohan Hu, Tarek F. Abdelzaher |
| 2018 | WSC | A predictive Self-Configuring Simulator for Online Media. | Shuochao Yao, Yifan Hao, Dongxin Liu, Shengzhong Liu, Huajie Shao, Jiahao Wu, Mouna Bamba, Tarek F. Abdelzaher, James Flamino, Boleslaw K. Szymanski |
| 2018 | SENSYS | FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. | Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher |
| 2017 | EWSN | Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems. | Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher |
| 2017 | ICDCS | Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT. | Tarek F. Abdelzaher, Md. Tanvir Al Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald L. Hobbs, Shaohan Hu, Jung-Eun Kim, Jongdeog Lee, Kelvin Marcus, Shuochao Yao, Yiran Zhao |
| 2017 | ICDCS | Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs. | Huajie Shao, Shiguang Wang, Shen Li, Shuochao Yao, Yiran Zhao, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Lance M. Kaplan |
| 2017 | INFOCOM | Unveiling polarization in social networks: A matrix factorization approach. | Md. Tanvir Al Amin, Charu C. Aggarwal, Shuochao Yao, Tarek F. Abdelzaher, Lance M. Kaplan |
| 2017 | WWW | DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing. | Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek F. Abdelzaher |
| 2017 | SENSYS | DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. | Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher |
| 2016 | ICDCS | On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds. | Shuochao Yao, Shaohan Hu, Shen Li, Yiran Zhao, Lu Su, Lance M. Kaplan, Aylin Yener, Tarek F. Abdelzaher |
| 2015 | DCOSS | On Exploiting Logical Dependencies for Minimizing Additive Cost Metrics in Resource-Limited Crowdsensing. | Shaohan Hu, Shen Li, Shuochao Yao, Lu Su, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher |
| 2015 | MASS | Social Signal Processing for Real-Time Situational Understanding: A Vision and Approach. | Kasthuri Jayarajah, Shuochao Yao, Raghava Mutharaju, Archan Misra, Geeth de Mel, Julie Skipper, Tarek F. Abdelzaher, Michael Kolodny |
| 2015 | RTSS | Data Acquisition for Real-Time Decision-Making under Freshness Constraints. | Shaohan Hu, Shuochao Yao, Haiming Jin, Yiran Zhao, Yitao Hu, Xiaochen Liu, Nooreddin Naghibolhosseini, Shen Li, Akash Kapoor, William Dron, Lu Su, Amotz Bar-Noy, Pedro A. Szekely, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher |
| 2014 | INFOCOM | Delay-throughput tradeoff with correlated mobility of ad-hoc networks. | Shuochao Yao, Xinbing Wang, Xiaohua Tian, Qian Zhang |