CSE 7300 Research Seminar

• Instructor: Prof. Chenyang Lu
• Semester: Spring 2021
• Time: Thursday at 4pm-4:50pm
• Location: Virtual

---ML for Health ---

• NeurIPS ([1])
• ICML ([2])
• AAAI ([3])
• SIGKDD ([4])
• IJCAI ([5])
• IMWUT ([6])
• Digital Medicine ([7])
• HEALTH ([8])
• Lancet Digital Health ([9])

---Cyber Physical Systems ---

• SenSys ([10])
• IPSN ([11])
• RTSS ([12])
• RTAS ([13])
• ICCPS ([14])
• MobiCom ([15])
• MobiSys ([16])
• Sigcomm ([17])
• NSDI ([18])
• SOSP ([19])
• OSDI ([20])

Presentation Schedule

Feb 04

Bing

Mattei, Pierre-Alexandre, and Jes Frellsen. "MIWAE: Deep generative modelling and imputation of incomplete data sets." International Conference on Machine Learning. PMLR, 2019.[21]

Wang, Yuhao, et al. "Causal discovery from incomplete data: a deep learning approach." arXiv preprint arXiv:2001.05343 (2020).[22]

Feb 11

Ruiqi

Luyang Liu, Hongyu Li, and Marco Gruteser. 2019. Edge Assisted Real-time Object Detection for Mobile Augmented Reality. The 25th Annual International Conference on Mobile Computing and Networking. Association for Computing Machinery, New York, NY, USA, Article 25, 1–16. [23]

Feb 18

Jingwen

Daniş, F. Serhan, and Ali Taylan Cemgil. "Model-based localization and tracking using bluetooth low-energy beacons." Sensors 17.11 (2017): 2484. [24]

Feb 25

Kriti

Nguyen Tuan A , Jeong Hyewon, Yang Eunho , Hwang Sung Ju. Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning. Association for the Advancement of Artificial Intelligence. 2021 [25]

Mar 04

Soumyendu

Maximilian Ilse, Jakub M. Tomczak, and Max Welling, Attention-based Deep Multiple Instance Learning, ICML 2018. https://arxiv.org/abs/1802.04712

Mar 11

Hanyang

He, Yong, et al. "Attention and Memory-Augmented Networks for Dual-View Sequential Learning." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020. https://dl.acm.org/doi/pdf/10.1145/3394486.3403055

Mar 18

Sayantan

Xiao Zhang, Dejing Dou, and Ji Wu, Learning Conceptual-Contextual Embeddings for Medical Text, AAAI Conference on Artificial Intelligence (AAAI-20), 2020. https://ojs.aaai.org/index.php/AAAI/article/view/6504/6360

Mar 25

Guanghui

Mate, Aditya, et al. "Collapsing Bandits and Their Application to Public Health Intervention." Advances in Neural Information Processing Systems 33 (2020). https://arxiv.org/pdf/2007.04432.pdf

Apr 01

Dingwen

J. Luo, et al. HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. KDD'20. https://dl.acm.org/doi/pdf/10.1145/3394486.3403107

Apr 08

Ruixuan Harutyunyan, Hrayr, et al. "Multitask learning and benchmarking with clinical time series data." Scientific data 6.1 (2019): 1-18.[26]

Apr 15

Jingwen

Bica, Ioana, Ahmed Alaa, and Mihaela Van Der Schaar. "Time series deconfounder: Estimating treatment effects over time in the presence of hidden confounders." International Conference on Machine Learning. PMLR, 2020. [27]

Apr 22

Ruiqi

Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency https://dl.acm.org/doi/10.1145/3384419.3430898

Apr 29

Bing

Previous Semesters

• Fall 2020
• Spring 2020
• Fall 2019
• Summer 2019
• Spring 2019
• Fall 2018
• Summer 2018
• Spring 2018
• Fall 2017
• Summer 2017
• Spring 2017
• Fall 2016
• Summer 2016
• Spring 2016
• Fall 2015
• Summer 2015
• Spring 2015
• Fall 2014
• Summer 2014
• Spring 2014
• Fall 2013
• Summer 2013
• Spring 2013
• Fall 2012
• Summer 2012
• Spring 2012
• Fall 2011
• Summer 2011
• Spring 2011
• Fall 2010
• Spring 2010
• Fall 2009
• Summer 2009
• Spring 2009
• Fall 2008
• Summer 2008
• Spring 2008
• Fall 2007
• Summer 2007
• Spring 2007
• Fall 2006
• Spring 2006
• Fall 2005
• Spring 2005
• Fall 2004
• Spring 2004
• Fall 2003
• Spring 2003
• Fall 2002
• Spring 2002
• Fall 2001
• Spring 2001
• Fall 2000
• Spring 2000
• Fall 1998
• Spring 1998

Previous Lab Meetings

• Spring 2020
• Fall 2014
• Summer 2014
• Spring 2014