Yunzhuo Liu, Bo Jiang, Tian Guo, Ramesh Sitaraman, Don Towsley and Xinbing Wang
GRAD: Learning for Overhead-aware Adaptive Video Streaming with Scalable Video Coding
28th ACM International Conference on Multimedia (MM'20)
Zhongze Tang, Xianglong Feng, Yi Xie, Huy Phan, Tian Guo, Bo Yuan and Sheng Wei
VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation
28th ACM International Conference on Multimedia (MM'20)
Guin Gilman, Samuel S. Ogden, Tian Guo and Robert J. Walls
Demystifying the Placement Policies of the GPU Thread Block Scheduler for Concurrent Kernels
38th International Symposium on Computer Performance, Modeling, Measurements and Evaluation (Performance'20)
Xin Dai, Xiangnan Kong and Tian Guo
EPNet: Learning to Exit with Flexible Multi-Branch Network
ACM International Conference on Information and Knowledge Management (CIKM'20)
Yiqin Zhao and Tian Guo
PointAR: Efficient Lighting Estimation for Mobile Augmented Reality
16th European Conference On Computer Vision (ECCV'20)
Yiyang Zhao, Linnan Wang, Yuandong Tian, Rodrigo Fonseca, Tian Guo
Few-shot Neural Architecture Search
arXiv:2006.06863
Xin Dai, Xiangnan Kong, Tian Guo, John Lee, Xinyue Liu, Constance Moore
Recurrent Networks for Guided Multi-Attention Classification
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'20)
Yiqin Zhao and Tian Guo
PointAR: Efficient Lighting Estimation for Mobile Augmented Reality
arXiv:2004.00006
Nan Jiang, Yao Liu, Tian Guo, Wenyao Xu, Viswanathan Swaminathan, Lisong Xu, and Sheng Wei
QuRate: Power-Efficient Mobile Immersive Video Streaming
ACM Multimedia Systems Conference 2020 (MMSys'20) 🎉🎉 Best Paper, DASH-IF Excellence in DASH Award (3rd place) 🎉🎉
Shijian Li, Robert Walls and Tian Guo
Characterizing and Modeling Distributed Training with Transient Cloud GPU Servers
40th IEEE International Conference on Distributed Computing Systems (ICDCS'20)
Lijie Xu, Xingtong Ye, Kai Kang, Tian Guo, Wensheng Dou, Wei Wang and Jun Wei
DistStream: An Order-Aware Distributed Framework for Online-Offline Stream Clustering Algorithms
40th IEEE International Conference on Distributed Computing Systems (ICDCS'20)
Yiqin Zhao and Tian Guo
PointAR: Efficient Lighting Estimation for Mobile Augmented Reality
International Workshop on Mobile Computing Systems and Applications (HotMobile'20), Poster paper
Matthew LeMay, Shijian Li, Tian Guo
Perseus: Characterizing Performance and Cost of Multi-Tenant Serving for CNN Models
2020 IEEE International Conference on Cloud Engineering (IC2E'20)
Samuel S. Ogden and Tian Guo
MDInference: Balancing Inference Accuracy and Latency for Mobile Applications
2020 IEEE International Conference on Cloud Engineering (IC2E'20), invited paper
Guin R. Gilman, Samuel S. Ogden, Robert J. Walls, Tian Guo
Challenges and Opportunities of DNN Model Execution Caching
Third Workshop on Distributed Infrastructures for Deep Learning (DIDL'19)
Shijian Li, Robert Walls, Lijie Xu, and Tian Guo
Speeding up Deep Learning with Transient Servers
The 16th IEEE International Conference on Autonomic Computing (ICAC'19)
Update in progress, coming soon...