Preprints

Publications

  1. [CVPR'23] Yizhuo Chen, Kaizhao Liang, Zhe Zeng, Shuochao Yao, Huajie Shao, "A Unified Knowledge Distillation Framework for Deep Directed Graphical Models", CVPR, 2023
  2. [SIGIR'22]Jinning Li, Huajie Shao, Dachun Sun, Shengzhong Liu, et al., "Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders", SIGIR, 2022
  3. [ACL'21] Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao and Roy Ka-Wei Lee, "On Orthogonality Constraints for Transformers", ACL 2021
  4. [SIGIR 2021] Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, and Tarek Abdelzaher,"DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction" SIGIR 2021
  5. [WWW 2021] Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji and Tarek Abdelzaher, "Controllable and diverse text generation in E-commerce," The Web Conference (WWW), Ljubljana, 2021(Deployed on the Taobao E-commerce Platform).
  6. [SenSys 2020] Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, and Tarek Abdelzaher, "Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency'', SenSys 2020 (Best paper award).
  7. [TC 2020] Huajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance Kaplan, Tarek Abdelzaher, "Truth Discovery with Multi-modal Data in Social Sensing," IEEE Transactions on Computers, 2020
  8. [ICML 2020] Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Tarek Abdelzaher et al, ``ControlVAE: Controllable Variational Autoencoder'', ICML2020, Vienna, Austria, July, 2020.
  9. [ICCCN 2020] Huajie Shao, Shuochao Yao, Shengzhong Liu, Tarek Abdelzaher et al., "Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks,'' ICCCN 2020, Aug 3-6, Hawaii, USA
  10. [WWW 2020] Huajie Shao, Jiahao Wu, Zecheng Zhang, Shuochao Yao, Yiran Zhao, Tarek Abdelzaher et al., ``Paper2Repo: Github Repository Recommendation for Academic Papers,'' The Web Conference (WWW) 2020, April 20-24, Taiwan
  11. [FUSION 2019] Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Tarek Abdelzaher et al., ``An Unsupervised Truth Discovery Approach with Multi-Dimensional Data in Social Sensing,'' FUSION 2019, (3rd Place Best student paper award)
  12. [WWW 2019] Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, et al., ``STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks'', The Web Conference (WWW), SF, May 2019.
  13. [UbiComp 2018] Shuochao Yao, Yiran Zhao, Huajie Shao, et al, ``SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework'', Ubicomp, Singpore, Sep. 2018. (Best paper award)
  14. [TMC 2018] Zhibo Wang, Xiaoyi Pang, Yahong Chen, Huajie Shao, ``Privacy-preserving Crowd-sourced Statistical Data Publishing with An Untrusted Server'', Trans. on Mobile Computing (TMC), 2018.
  15. [INFOCOM 2018] Huajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, et al., "A Constrained Maximum Likelihood Estimator for Unguided Social Sensing," IEEE INFOCOM, Honolulu, HI, April 2018.
  16. [IEEE CM 2018] Shuochao Yao, Yiran Zhao, Aston Zhang, Shaohan Hu, Huajie Shao, Tarek Abdelzaher et al., ``Deep Learning for the Internet of Things,'' IEEE Computer Magazine, 2018.
  17. [SenSys 2018] [Shuochao Yao, Yiran Zhao, Huajie Shao, et al., ``FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices'', ACM SenSys, Shenzhen, Nov. 2018.
  18. [ICCPS2018] Yiran Zhao, Shuochao Yao, Huajie Shao, Tarek Abdelzaher, "CoDrive: Cooperative Driving Scheme For Vehicles in Urban Signalized Intersections", The 9th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), Porto, Portugal, 2018
  19. [Sensors 2017] Peng Sun, Liantao Wu, Kai Yu, Huajie Shao, Zhi Wang, "Double-Layer Compressive Sensing Based Efficient DOA Estimation in WSAN with Block Data Loss." Sensors 17.7 (2017): 1688.
  20. [ICDCS 2017]Huajie Shao, S.G. Wang, Tarek Abdelzaher et al., ``Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs,'' In Proc. 37th IEEE International Conference on Distributed Computing Systems (ICDCS), Atlanta, GA, June 2017.
  21. [ICCPS 2017] Yiran Zhao, Shen Li, Shaohan Hu, Lu Su, Shuochao Yao, H. J. Shao and Tarek Abdelzaher, "GreenDrive: A Smartphone-based Intelligent Speed Adaptation System With Real-time Traffic Signal Prediction," In Proc. 8th ACM/IEEE International Conference on Cyber-Physical Systems, Pittsburgh, PA, April 2017  (Best paper award)
  22. [VLDB 2016] Yiran Zhao, Shen Li, Shaohan Hu, Hongwei Wang, Shuochao Yao, Huajie Shao, Tarek Abdelzaher, “An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers,” Proceedings of the VLDB Endowment 9.9 (2016): 696-707.
  23. [TSP 2014]Huajie Shao, X. P. Zhang, Z. Wang, Efficient Closed-form Algorithms for AOA Based Self-localization of Sensor Nodes Using Auxiliary Variables, IEEE Transactions on Signal Processing (TSP), vol.62, no.10, pp. 2580-2594, 2014.
  24. [TPDS 2013]Huajie Shao, L. Rao, Z. Wang, X. Liu, Z. Wang and K. Ren, “Optimal Load Balancing and Energy Cost Management for Internet Data Centers in Deregulated Electricity Markets,” IEEE Transactions on Parallel and Distributed Systems (TPDS), vol.25, no.10, pp. 2659-2668, 2013.
  25. [ICASSP 2014]Huajie Shao, X.P. Zhang, Z. Wang, “Novel Closed-form Auxiliary Variables Based Algorithms for Sensor Node Localization Using AOA,” The 39th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1414-1418, 4-9 May, 2014