2019
Learning from Incomplete Data with Generative Adversarial Networks [pdf]
Steven Cheng-Xian Li, Bo Jiang, Benjamin Marlin
ICLR 2019, New Orleans, LA.
Minimal Rewiring: Efficient Live Expansion for Clos Data Center Networks
Shizhen Zhao, Rui Wang, Junlan Zhou, Joon Ong, Jeffery C. Mogul, Amin Vahdat
NSDI, Boston, Massachusetts, USA, February, 2019. (Technical Report,
Quanshi Zhang, Yu Yang, Haotian Ma, and Ying Nian Wu
CVPR, 2019
Termination of Nondeterministic Probabilistic Programs
Hongfei Fu, Krishnendu Chatterjee
VMCAI 2019
MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows
Zhe Yang, Phuong Nguyen, Haiming Jin, Klara Nahrstedt
the 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Dallas, USA, July 2019
Event-driven Stitching for Tile-based 360 Video Live Streaming
Bo Chen, Zhisheng Yan, Haiming Jin, Klara Nahrstedt
the 10th ACM Multimedia Systems Conference (MMSys 2019), Amherst, USA, June 2019.
Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium
Haiming Jin, Hongpeng Guo, Lu Su, Klara Nahrstedt, Xinbing Wang
the 38th IEEE International Conference on Computer Communications (INFOCOM 2019), Paris, France, April 2019.
Themis: Predicting and Reining in Application-level Slowdown on Spatial Multitasking GPUs
Wenyi Zhao, Quan Chen, Hao Lin, Jianfeng Zhang, Jingwen Leng, Chao Li, Wenli Zheng, Li Li, Minyi Guo
IPDPS, May 2019
Compressed sensing-enabled phase-sensitive swept-source optical coherence tomography
Y. Ling, W. Meiniel, R. Singh-Moon, E. Angelini, J.-C. Olivo-Marin, C. P. Hendon
Optics Express, vol. 27, no. 2, 855-871 (2019).
Zeros of Holant problems: locations and algorithms
Chihao Zhang, Heng Guo, Chao Liao and Pinyan Lu.
In Proceedings of the 30th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA'19), pp.2262-2278, 2019
AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods
Zhiming Zhou, Qingru Zhang, Guansong Lu, Hongwei Wang, Weinan Zhang, Yong Yu
ICLR 2019.
Large-scale Interactive Recommendation with Tree-structured Policy Gradient
Haokun Chen, Xinyi Dai, Han Cai, Weinan Zhang, Xuejian Wang, Ruiming Tang, Yuzhou Zhang, Yong Yu
AAAI 2019.
Deep Recurrent Survival Analysis
Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Lin Qiu, Yong Yu
AAAI 2019.
Differentially-Private Deep Learning from an Optimization Perspective
Liyao Xiang, Jingbo Yang, Baochun Li.
Proc. IEEE International Conference on Computer Communications (INFOCOM 2019).