Publications ( My Google Scholar )

  1. [ACL2021] 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
  2. [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
  3. 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.
  4. 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).
  5. 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
  6. Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Tarek Abdelzaher et al, ``ControlVAE: Controllable Variational Autoencoder'', ICML2020, Vienna, Austria, July, 2020.
  7. 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
  8. 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
  9. 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)
  10. 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.
  11. 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)
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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
  17. 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.
  18. Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek Abdelzaher, ''Unsupervised Fill-level Estimation for Smart Trash Removal Systems,'' Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, Junction Publishing, 2017.
  19. 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.
  20. 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)
  21. 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.
  22. 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.
  23. 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.
  24. 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
  25. Y. Li, Z.Wang, Huajie Shao, et al., “Integrated Tracking Initiation Mechanism Based on Probability for Bearing-Only Sensor Networks,” Communications in Computer and Information Science, pp. 225-236, 2013.
  26. H. L. Xue, Huajie Shao, Z. Wang, et al., “A Self-localization Mechanism for Acoustic Array Network Based on Target Assistance under Limited Beacons,” Journal of Software, 22(1), 40-50, Dec. 2011