Lab Meeting

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  • Instructor: Prof. Chenyang Lu
  • Seminar time: Thursday at 4pm-5pm, Location: Jolley 224
  • Lab meeting time: Friday at 3pm-4pm, Location: Jolley 224
  • RTSS ([1])
  • RTAS ([2])
  • ICCPS ([3])
  • SenSys ([4])
  • IPSN ([5])
  • MobiCom ([6])
  • MobiSys ([7])

Guidelines

  • Please pick high-quality papers from top venues related to your research.
  • Email Dr. Lu your paper for approval one week before your presentation.
  • Post the approved paper on the wiki.
  • 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.

---May 28---

Seminar: Haoran

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. link

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) link

Lab meeting: Canceled

---June 4---

Seminar: Hanyang

Che, Zhengping, et al. "Recurrent neural networks for multivariate time series with missing values." Scientific reports 8.1 (2018): 1-12. [8]

Lab meeting: Ruixuan

---June 11---

Seminar: Ruixuan

Huynh, Sinh, et al. "VitaMon: measuring heart rate variability using smartphone front camera." Proceedings of the 17th Conference on Embedded Networked Sensor Systems. 2019.[[9]]

Lab meeting: Canceled

---June 18---

Seminar: Jingwen

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. [10]

Lab meeting: Bing

---June 25---

Seminar: Dingwen

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). link

Lab meeting: Canceled

---July 2---

Seminar: Yehan

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. [11]

Lab meeting: Public Holiday

---July 9---

Seminar: Bing

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. [12]

Lundberg, Scott M., and Su-In Lee. "A unified approach to interpreting model predictions." Advances in neural information processing systems. 2017.[13]

Lundberg, Scott M., et al. "From local explanations to global understanding with explainable AI for trees." Nature machine intelligence 2.1 (2020): 2522-5839.[14]

Lab meeting: Jiangnan

---July 16 ---

Seminar: Jiangnan

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. [15]


Lab meeting: Haoran

---July 23 ---

Seminar: Haoran

El-Sanosi, I., & Ezhilchelvan, P. (2018). Improving ZooKeeper Atomic Broadcast Performance When a Server Quorum Never Crashes. EAI Endorsed Transactions on Energy Web. link

Ibrahim, E. S. (2018). Mechanisms for Improving ZooKeeper Atomic Broadcast Performance. Computing. Ph.D. Dissertation

Lab meeting: Jingwen

---July 30 ---

Seminar: Hanyang

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. [16]

Lab meeting: Yehan

---Aug 6 ---

Seminar: Ruixuan 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.

Lab meeting: Dingwen

---Aug 13 ---

Seminar: Yehan

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.

Lab meeting: Hanyang

---Aug 20 ---

Seminar: Jingwen

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 [17]

Lab meeting: Ruixuan

--- Aug 27 ---

Seminar: Cancelled

Lab meeting: Haoran

--- Sep 03 ---

Seminar: Bing

Schwab, Patrick, and Walter Karlen. "CXPlain: Causal explanations for model interpretation under uncertainty." Advances in Neural Information Processing Systems. 2019.[18]

Lab meeting: Celebration

--- Sep 10 ---

Seminar: Haoran

Lamport, L. (2019). The part-time parliament. In Concurrency: the Works of Leslie Lamport (pp. 277-317).

Lamport, L. (2001). Paxos made simple. ACM Sigact News, 32(4), 18-25. Paper


Lab meeting: Jingwen

Previous Semesters

Previous Lab Meetings

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