Advanced topics in mobile and social computing (AToMSC) (Winter 2019/2020): Difference between revisions

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==Schedule==
==Schedule==


* 18 April 2019
* 24 Oct. 2019
**Informational Meeting
**Informational Meeting




* 2 May 2019
* 7 Nov. 2019
**'''Improving our mental health'''
**'''Object detection in autonomous driving'''
***Rui Wang, Weichen Wang, Alex daSilva, Jeremy F. Huckins, William M. Kelley, Todd F. Heatherton, Andrew T. Campbell, [https://dl.acm.org/citation.cfm?id=3191775 Tracking Depression Dynamics in College Students Using Mobile Phone and Wearable Sensing], ACM UbiComp 2018. ('''Presented by Yuhan Wang''')
***Ngiam, Jiquan, et al, [https://arxiv.org/pdf/1908.11069.pdf StarNet: Targeted Computation for Object Detection in Point Clouds], 2019. ('''Presented by Aytaj Badirova''')






* 9 May 2019
* 14 Nov. 2019
**'''Improving our mental health'''
**'''Object detection in autonomous driving'''
***Shweta Ware, Chaoqun Yue, Reynaldo Morillo, Jin Lu, Chao Shang, Jayesh Kamath, Athanasios Bamis, Jinbo Bi, Alexander Russell, Bing Wang, [https://dl.acm.org/citation.cfm?id=3287073 Large-scale Automatic Depression Screening Using Meta-data from WiFi Infrastructure], ACM UbiComp 2018.  ('''Presented by Cong Li''')  
***Liang, Ming, et al, [http://openaccess.thecvf.com/content_CVPR_2019/papers/Liang_Multi-Task_Multi-Sensor_Fusion_for_3D_Object_Detection_CVPR_2019_paper.pdf Multi-Task Multi-Sensor Fusion for 3D Object Detection], IEEE CVPR 2019.  ('''Presented by Emmanuel Charleson Dapaah''')  






*16 May 2019
*21 Nov. 2019
**'''Improving our mental health'''
**'''Object detection in autonomous driving'''
***Landu Jiang, Xinye Lin, Xue Liu, Chongguang Bi, Guoliang Xing, [https://dl.acm.org/citation.cfm?id=3161179 SafeDrive: Detecting Distracted Driving Behaviors Using Wrist-Worn Devices], ACM UbiComp 2018.  ('''Presented by Rezai, Masoud''')  
***Zhou, Yin, et al, [https://arxiv.org/pdf/1910.06528.pdf End-to-End Multi-View Fusion for 3D Object Detection in LiDAR Point Clouds], 2019.  ('''Presented by Ding-Ze Hu''')  






* 23 May 2019
* 28 Nov. 2019
**'''Dynamic Adaptive Streaming over QUIC'''
**'''Object detection in autonomous driving'''
***Perkins, Colin, and Jörg Ott, [https://csperkins.org/publications/2018/12/perkins2018rtp-quic.pdf Real-time Audio-Visual Media Transport over QUIC], EPIQ’18.  ('''Presented by Ding-Ze Hu''')  
***Deng, Jian, et al, [https://arxiv.org/pdf/1909.04163.pdf MLOD: A multi-view 3D object detection based on robust feature fusion method], 2019.  ('''Presented by Emmanuel Charleson Dapaah''')
 
 
* 05 Dec. 2019 ('''Final presentation topics release''')
 
 
 
* 12 Dec. 2019
**'''Differential Privacy in networks'''
***Abadi, Martin, et al, [https://dl.acm.org/citation.cfm?id=2978318 Deep learning with differential privacy], ACM CCS 2016. ('''Presented by Gosswami, Tapashi''')




* 30 May 2019
***No Lecture




* 6 June 2019 (Final topics release)
* 19 Dec. 2019
***No Lecture
*** No lecture




* 13 June 2019 '''Course time starts at 14:00pm'''
**'''Deep Learning For Anomaly Detection '''
***Soteris Demetriou, Puneet Jain, Kyu-Han Kim, [https://ieeexplore.ieee.org/abstract/document/8486281 CoDrive: Improving Automobile Positioning via Collaborative Driving], IEEE INFOCOM 2018. ('''Presented by Yuhan Wang''')


* 09 Jan. 2020
***No lecture




* 20 June 2019
**'''Cameras Everywhere (Each student selects one topic for review and submit the review report to StudIP)'''
***Georgios Kaiafas, Georgios Varisteas, Sofiane Lagraa, Radu State, Cu D Nguyen, Thorsten Ries, Mohamed Ourdane, [https://ieeexplore.ieee.org/abstract/document/8406295 Detecting malicious authentication events trustfully], IEEE IFIP 2018.  ('''Presented by Rezai, Masoud''')
***Anhong Guo, Anuraag Jain, Shomiron Ghose, Gierad Laput, Chris Harrison, Jeffrey P. Bigham, [https://dl.acm.org/citation.cfm?id=3264921 Crowd-AI Camera Sensing in the Real World], IEEE UbiComp 2018.  ('''Presented by Ding-Ze Hu''')




* 27 June 2019
* 16 Jan. 2020
**'''Cameras Everywhere'''
**'''Dynamic Adaptive Streaming over QUIC'''
***Erin Griffiths, Salah Assana, Kamin Whitehouse, [https://dl.acm.org/citation.cfm?id=3161198 Privacy-preserving Image Processing with Binocular Thermal Cameras], IEEE UbiComp 2018.  ('''Presented by Cong Li''')  
***Bogle, Jeremy, et al, [https://dl.acm.org/citation.cfm?id=3341302.3342069 TEAVAR: striking the right utilization-availability balance in WAN traffic engineering], ACM Sigcomm 2019.  ('''Presented by Ding-Ze Hu''')
***ELi, Yuliang, et al, [https://dl.acm.org/citation.cfm?id=3342085 HPCC: high precision congestion control], ACM Sigcomm 2019.  ('''Presented by Aytaj Badirova''')  






* 4 July 2019
* 23 Jan. 2020
**'''Dynamic Adaptive Streaming over QUIC (Each student selects one topic for review and submit the review report to StudIP)'''  
**'''Dynamic Adaptive Streaming over QUIC'''  
***Bastian Alt, Trevor Ballard, Ralf Steinmetz, Heinz Koeppl, Amr Rizk, [https://arxiv.org/abs/1901.05712 CBA: Contextual Quality Adaptation for Adaptive Bitrate Video Streaming], IEEE INFOCOM 2019.  ('''Presented by Adhatarao, Sripriya Srikant''')
***Shou-Cheng Yen, et al, [https://dl.acm.org/citation.cfm?id=3325616 Streaming 360° videos to head-mounted virtual reality using DASH over QUIC transport protocol], ACM PV. 2019 ('''Presented by Gosswami, Tapashi''')
***Gadaleta, Matteo, et al., [https://ieeexplore.ieee.org/abstract/document/8048013 D-DASH: A Deep Q-Learning Framework for DASH Video Streaming], IEEE Transactions on Cognitive Communications and Networking 2017.  ('''Presented by Adhatarao, Sripriya Srikant''')  






* 11 July 2019 (Final slides submission)
* 23 Jan. 2020
**'''Deep Learning For Anomaly Detection (Each student selects one topic for review and submit the review report to StudIP)'''
*** '''Final presentation slides submission before 23:59pm'''
***Kun xie, Xiaocan Li, Xin Wang, Gaogang Xie, Jigang Wen, Jiannong Cao, Dafang Zhang, [https://dl.acm.org/citation.cfm?id=3180715 Fast Tensor Factorization for Accurate Internet Anomaly Detection], IEEE TON 2017.  ('''Presented by Fangxi Deng''')
***Yi Zhao, Meina Qiao, Haiyang Wang, Rui Zhang, Dan Wang, Ke Xu, Qi Tan [ TDFI: Two-stage Deep Learning Framework for Friendship Inference via Multi-source Information], IEEE INFOCOM 2019.  ('''Presented by Fangxi Deng''')


==Final Presentations & Report==
==Final Presentations & Report==


*Final Registration in '''FlexNow''': '''Now to 10th July 2019'''.
*Final Registration in '''FlexNow''': '''23.01.2020'''.




*Final Presentation:
*Final Presentation:
**Each for ~20 minutes, plus ~10 minutes Q&A
**Each for ~20 minutes, plus ~5 minutes Q&A




*Final Presentation Slots:
*Final Presentation Slots:
* 18 July 2019 '''(The course time is from 14:00pm to 18:00pm)'''
* 30 Jan. 2020
**'''Anomaly Detection and IoT Security'''
**'''Object detection in autonomous driving'''
***Subhendu Khatuya, Niloy Ganguly, Jayanta Basak, Madhumita Bharde, Bivas Mitra, [https://ieeexplore.ieee.org/abstract/document/8486257 ADELE: Anomaly Detection from Event Log Empiricism], INFOCOM 2018.  ('''Presented by Rezai, Masoud''')  
***Yan Wang, et. al., [http://openaccess.thecvf.com/content_CVPR_2019/html/Wang_Pseudo-LiDAR_From_Visual_Depth_Estimation_Bridging_the_Gap_in_3D_CVPR_2019_paper.html Pseudo-LiDAR From Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving], CVPR'19.  ('''Presented by Emmanuel Charleson Dapaah''')  
***Dang Tu Nguyen, Chengyu Song, Zhiyun Qian, Srikanth V. Krishnamurthy, Edward J. M. Colbert, Patrick McDaniel, [https://dl.acm.org/citation.cfm?id=3281440 IotSan: fortifying the safety of IoT systems], CoNEXT 2018.  ('''Presented by Yuhan Wang''')
**'''Differential Privacy in networks'''
***Batiste Le Bars, Argyris Kalogeratos, [https://arxiv.org/abs/1902.04521 A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks], INFOCOM 2019.  ('''Presented by Cong Li''')  
***Subhendu Khatuya, Niloy Ganguly, Jayanta Basak, Madhumita Bharde, Bivas Mitra, [https://ieeexplore.ieee.org/abstract/document/8835364 Certified Robustness to Adversarial Examples with Differential Privacy], SP'19.  ('''Presented by Tapashi Gosswami''')  
**'''Wireless Networks'''
* 6 Feb. 2020
***Ben Zhang, Xin Jin, Sylvia Ratnasamy, John Wawrzynek, Edward A. Lee, [https://dl.acm.org/citation.cfm?id=3230554 AWStream: adaptive wide-area streaming analytics], SIGCOMM 2018.  ('''Presented by Adhatarao, Sripriya Srikant''')  
**'''Dynamic Adaptive Streaming over QUIC'''
***Yanyuan Qin, Shuai Hao, K. R. Pattipati, Feng Qian, Subhabrata Sen, Bing Wang, Chaoqun Yue, [https://dl.acm.org/citation.cfm?id=3281439 ABR streaming of VBR-encoded videos: characterization, challenges, and solutions], CoNEXT 2018 (Best paper award).  ('''Presented by Fangxi Deng''')
***Vikram Nathan, et, at., [https://dlnext.acm.org/doi/abs/10.1145/3341302.3342077 End-to-end transport for video QoE fairness], SIGCOMM'19.  ('''Presented by Aytaj Badirova''')  
***Li Li, Ke Xu, Tong Li, Kai Zheng, Chunyi Peng, Dan Wang, Xiangxiang Wang, Meng Shen, Rashid Mijumbi, [https://dl.acm.org/citation.cfm?id=3230556 A measurement study on multi-path TCP with multiple cellular carriers on high speed rails], IEEE SIGCOMM 2018.  ('''Presented by Ding-Ze Hu''')  
***Quentin De Coninck UCLouvain, Belgium, et. al., [https://dl.acm.org/citation.cfm?id=3143370 Multipath QUIC: Design and Evaluation], CoNEXT'17.  ('''Presented by   Ding-Ze Hu''')  
 




*Final Report:
*Final Report:
**Essay ( 5-6 pages, double columns, IEEE format)
**Essay ( 8~9 pages, single column, IEEE format)
**Due by 23:59pm 30 August 2019
**Due by 23:59pm 5th May 2020


[[Category:Courses]]
[[Category:Courses]]

Latest revision as of 14:55, 6 April 2020

Details

Workload/ECTS Credits: 5 ECTS
Module: Please refer to below univz.
Lecturer: Prof. Xiaoming Fu; Dr. Yali Yuan
Teaching assistant: []
Time: Thu. 14:00-16:00
Place: IfI 0.101
UniVZ [1]


Course Overview

The purpose of this seminar is to discuss some advanced topics in Mobile computing, big data and social computing. This course is a theory-oriented but with practical implications research seminar (5 ECTS), held on a weekly base and comprising the following components:

  • Weekly Presentation + Weekly Paper Reading and Discussion
  • Final Presentation
  • Final Report

The material in the seminar is mainly drawn from the research literature in top journals/conferences, like ToN, JSAC, TMC, TPDS, TKDD, TKDE, ACM Transactions on Social Computing, SIGCOMM, CoNEXT, SIGMETRICS, INFOCOM, USENIX ATC, MOBICOM, MOBIHOC, MobiSys, Middleware, WWW, KDD, WSDM, ICWSM, SIGIR, CIKM, ASONAM, CIKM, NIPS, AAAI, IJCAI, ICDM, PERCOM, UbiComp, CSCW, ICIS, or from practical systems and case studies.

Requirements

  • Each participant is required to read the assigned paper before the seminar and prepare the review of the paper, which should include the following parts:
    • Summary of the paper
    • Pros AND cons of the paper (your conclusion)
    • NOTE!! Every participant should provide the paper review BEFORE the seminar (23:59 Wednesday). => the review form is available at [Paper_Review_Form_ATCN_WS201112.doc]
  • During each weekly seminar, one participant is assigned for presenting the paper (each presentation for ~30 minutes). And the list of pros and cons is discussed by all the participants.
  • In the middle of the semester, everyone is requested to pick a topic and prepare:
    • Final report: prepare an essay (8~9 pages, single column) for your chosen research topic, which contains a comprehensive literature survey + a detailed discussion of some key enabling technologies
    • Final presentation: each presentation for ~20 minutes, plus ~10 minutes Q&A

Schedule

  • 24 Oct. 2019
    • Informational Meeting






  • 05 Dec. 2019 (Final presentation topics release)




  • 19 Dec. 2019
      • No lecture


  • 09 Jan. 2020
      • No lecture





  • 23 Jan. 2020
      • Final presentation slides submission before 23:59pm

Final Presentations & Report

  • Final Registration in FlexNow: 23.01.2020.


  • Final Presentation:
    • Each for ~20 minutes, plus ~5 minutes Q&A



  • Final Report:
    • Essay ( 8~9 pages, single column, IEEE format)
    • Due by 23:59pm 5th May 2020
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