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| − | * '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] | + | * '''Semester''': Fall 2024 |
| − | * '''Seminar time: Thursday at 4pm-5pm, Location: Jolley 224''' | + | * '''Time''': Thursday at 9 AM |
| − | * '''Lab meeting time: Friday at 3pm-4pm, Location: Jolley 224''' | + | * '''Location''': McKelvey 1030 |
| − | * RTSS ([http://www.rtss.org/])
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| − | * RTAS ([http://www.rtas.org/])
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| − | * ICCPS ([http://www.iccps.org])
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| − | * SenSys ([http://sensys.acm.org])
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| − | * IPSN ([http://ipsn.acm.org])
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| − | * MobiCom ([https://sigmobile.org/mobicom/2019/])
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| − | * MobiSys ([http://www.sigmobile.org/mobisys/2019/])
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| − | '''Guidelines'''
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| − | * Please pick high-quality papers from top venues related to your research.
| + | === ---Aug 29 ---=== |
| | + | Ziqi |
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| − | * Email Dr. Lu your paper for approval one week before your presentation.
| + | === ---Sep 05 ---=== |
| | + | Cancelled |
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| − | * Post the approved paper on the wiki.
| + | === ---Sep 12 ---=== |
| | + | Claire |
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| − | * Prepare well and give good talks. The seminar is a significant investment of our time as a group and we want to make the best use of the time.
| + | === ---Sep 19 ---=== |
| | + | Ben |
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| − | === ---May 28---=== | + | === ---Sep 26 ---=== |
| | + | Charles |
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| − | Seminar: Haoran
| + | === ---Oct 03 ---=== |
| | + | Daoyi |
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| − | Junqueira, F. P., Reed, B. C., & Serafini, M. (2011, June). Zab: High-performance broadcast for primary-backup systems. In 2011 IEEE/IFIP 41st International Conference on Dependable Systems & Networks (DSN) (pp. 245-256). IEEE. [http://deptinfo.unice.fr/twiki/pub/Minfo/DistributedAlgo/zab.pdf link]
| + | === ---Oct 10 ---=== |
| | + | Hangyue |
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| − | Hunt, P., Konar, M., Junqueira, F. P., & Reed, B. (2010, June). ZooKeeper: Wait-free Coordination for Internet-scale Systems. In USENIX annual technical conference (Vol. 8, No. 9) [https://static.usenix.org/event/atc10/tech/full_papers/Hunt.pdf link]
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| − | Lab meeting: Canceled
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| − |
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| − | === ---June 4---===
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| − | Seminar: Hanyang
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| − | Che, Zhengping, et al. "Recurrent neural networks for multivariate time series with missing values." Scientific reports 8.1 (2018): 1-12. [https://www.nature.com/articles/s41598-018-24271-9]
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| − | Lab meeting: Ruixuan
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| − |
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| − | === ---June 11---===
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| − | Seminar: Ruixuan
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| − | Huynh, Sinh, et al. "VitaMon: measuring heart rate variability using smartphone front camera." Proceedings of the 17th Conference on Embedded Networked Sensor Systems. 2019.[[https://dl.acm.org/doi/10.1145/3356250.3360036]]
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| − | Lab meeting: Canceled
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| − |
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| − | === ---June 18---===
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| − | Seminar: Jingwen
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| − | Cao, Wei, Dong Wang, Jian Li, Hao Zhou, Lei Li, and Yitan Li. "Brits: Bidirectional recurrent imputation for time series." In Advances in Neural Information Processing Systems, pp. 6775-6785. 2018. [https://papers.nips.cc/paper/7911-brits-bidirectional-recurrent-imputation-for-time-series.pdf]
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| − | Lab meeting: Bing
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| − |
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| − | === ---June 25--- ===
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| − | Seminar: Dingwen
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| − | E. Choi, et al. "GRAM: Graph-based Attention Model for Healthcare Representation Learning." In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD ’17). [https://dl.acm.org/doi/10.1145/3097983.3098126 link]
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| − | Lab meeting: Canceled
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| − |
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| − | === ---July 2--- ===
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| − | Seminar: Yehan
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| − | Quindlen, John F., Ufuk Topcu, Girish Chowdhary, and Jonathan P. How. Active sampling-based binary verification of dynamical systems. In AIAA Guidance, Navigation, and Control Conference, 2018. [https://arc.aiaa.org/doi/abs/10.2514/6.2018-1107]
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| − | Lab meeting: Public Holiday
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| − |
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| − | === ---July 9--- ===
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| − | Seminar: Bing
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| − | Ribeiro, Marco Tulio, Sameer Singh, and Carlos Guestrin. "Why should i trust you?: Explaining the predictions of any classifier." Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2016. [https://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf]
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| − | Lundberg, Scott M., and Su-In Lee. "A unified approach to interpreting model predictions." Advances in neural information processing systems. 2017.[http://papers.nips.cc/paper/7062-a-unified-approach-to-interpreting-model-predictions.pdf]
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| − | Lundberg, Scott M., et al. "From local explanations to global understanding with explainable AI for trees." Nature machine intelligence 2.1 (2020): 2522-5839.[https://arxiv.org/pdf/1905.04610.pdf]
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| − | Lab meeting: Jiangnan
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| − |
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| − | === ---July 16 --- ===
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| − | Seminar: Jiangnan
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| − | Liu, Zihao, et al. "DeepN-JPEG: A deep neural network favorable JPEG-based image compression framework." Proceedings of the 55th Annual Design Automation Conference. 2018.
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| − | [https://arxiv.org/pdf/1803.05788.pdf]
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| − | Lab meeting: Haoran
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| − |
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| − | === ---July 23 --- ===
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| − | Seminar: Haoran
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| − | El-Sanosi, I., & Ezhilchelvan, P. (2018). Improving ZooKeeper Atomic Broadcast Performance When a Server Quorum Never Crashes. EAI Endorsed Transactions on Energy Web. [https://eprints.ncl.ac.uk/file_store/production/253982/0AB5212D-4E87-474C-8487-AED4E008F64A.pdf link]
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| − | Ibrahim, E. S. (2018). Mechanisms for Improving ZooKeeper Atomic Broadcast Performance. Computing. [https://pdfs.semanticscholar.org/4203/4d0f80a9e0517403eab3ef6e3722be8d1041.pdf Ph.D. Dissertation]
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| − | Lab meeting: Jingwen
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| − |
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| − | === ---July 30 --- ===
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| − | Seminar: Hanyang
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| − | J. Futoma, S. Hariharan, and K. Heller. “Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier,” in Proceedings of the 34th International Conference on Machine Learning (ICML), Sydney, Australia, Aug 2017. [https://arxiv.org/abs/1706.04152]
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| − | Lab meeting: Yehan
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| − | === ---Aug 6 --- ===
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| − | Seminar: Ruixuan
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| − | Liao, Peng, et al. "Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4.1 (2020): 1-22.
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| − | Lab meeting: Dingwen
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| − |
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| − | === ---Aug 13 --- ===
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| − | Seminar: Yehan
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| − | Ahlén, Anders, Johan Akerberg, Markus Eriksson, Alf J. Isaksson, Takuya Iwaki, Karl Henrik Johansson, Steffi Knorn, Thomas Lindh, and Henrik Sandberg. "Toward wireless control in industrial process automation: A case study at a paper mill." IEEE Control Systems Magazine 39, no. 5 (2019): 36-57.
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| − | Lab meeting: Hanyang
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| − |
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| − | === ---Aug 20 --- ===
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| − | Seminar: Jingwen
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| − | Zheng, Kaiping, et al. "TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications." Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. 2020 [https://dl.acm.org/doi/10.1145/3318464.3389720]
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| − | Lab meeting: Ruixuan
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| − |
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| − | === --- Aug 27 --- ===
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| − | Seminar: Cancelled
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| − |
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| − | Lab meeting: Haoran
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| − |
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| − | === --- Sep 03 --- ===
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| − | Seminar: Bing
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| − | Schwab, Patrick, and Walter Karlen. "CXPlain: Causal explanations for model interpretation under uncertainty." Advances in Neural Information Processing Systems. 2019.[https://papers.nips.cc/paper/9211-cxplain-causal-explanations-for-model-interpretation-under-uncertainty]
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| − | Lab meeting: Celebration
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| − |
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| − | === --- Sep 10 --- ===
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| − |
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| − | Seminar: Haoran
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| − |
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| − | Lab meeting: Jingwen
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| | ==Previous Semesters== | | ==Previous Semesters== |
| − | * [[Lab Meeting Spring 2021|Spring 2021]] | + | * [[Lab Spring 2024|Spring 2024]] |
| − | * [[Lab Meeting Spring 2020|Spring 2020]] | + | * [[Seminar Fall 2022|Fall 2022]] |
| | + | * [[Seminar Summer 2022|Summer 2022]] |
| | + | * [[Seminar Spring 2022|Spring 2022]] |
| | + | * [[Seminar Fall 2021|Fall 2021]] |
| | + | * [[Seminar Summer 2021|Summer 2021]] |
| | + | * [[Seminar Spring 2021|Spring 2021]] |
| | + | * [[Seminar Fall 2020|Fall 2020]] |
| | + | * [[Seminar Summer 2020|Summer 2020]] |
| | + | * [[Seminar Spring 2020|Spring 2020]] |
| | * [[Seminar Fall 2019|Fall 2019]] | | * [[Seminar Fall 2019|Fall 2019]] |
| | * [[Seminar Summer 2019|Summer 2019]] | | * [[Seminar Summer 2019|Summer 2019]] |
