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Advanced topics in mobile and social computing (AToMSC) (Winter 2019/2020) (view source)

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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''': '''Time TBD'''.
*Final Registration in '''FlexNow''': '''23.01.2020'''.




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*Final Presentation Slots:
*Final Presentation Slots:
* 30 Jan. 2020 and 6 Feb. 2020
* 30 Jan. 2020
**'''Object detection in autonomous driving'''
**'''Object detection in autonomous driving'''
***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''')
**'''Differential Privacy in networks'''
**'''Differential Privacy in networks'''
***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''')
* 6 Feb. 2020
**'''Dynamic Adaptive Streaming over QUIC'''
**'''Dynamic Adaptive Streaming over QUIC'''
 
***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''')
***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 ( 8~9 pages, single column, IEEE format)
**Essay ( 8~9 pages, single column, IEEE format)
**Due by 23:59pm 30 March 2020
**Due by 23:59pm 5th May 2020


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