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| ==Schedule== | | ==Schedule== |
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| * 18 April 2019 | | * 24 Oct. 2019 |
| **Informational Meeting | | **Informational Meeting |
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| * 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''') |
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| * 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''') |
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| *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''') |
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| * 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''') |
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| | * 05 Dec. 2019 ('''Final presentation topics release''') |
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| | * 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''') |
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| * 30 May 2019
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| ***No Lecture
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| * 6 June 2019 (Final topics release) | | * 19 Dec. 2019 |
| ***No Lecture | | *** No lecture |
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| * 13 June 2019 '''Course time starts at 14:00pm'''
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| **'''Deep Learning For Anomaly Detection '''
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| ***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''')
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| | * 09 Jan. 2020 |
| | ***No lecture |
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| * 20 June 2019
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| **'''Cameras Everywhere (Each student selects one topic for review and submit the review report to StudIP)'''
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| ***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''')
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| ***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''')
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| * 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''') |
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| * 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''')
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| * 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''')
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| ==Final Presentations & Report== | | ==Final Presentations & Report== |
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| *Final Registration in '''FlexNow''': '''Now to 10th July 2019'''. | | *Final Registration in '''FlexNow''': '''23.01.2020'''. |
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| *Final Presentation: | | *Final Presentation: |
| **Each for ~20 minutes, plus ~10 minutes Q&A | | **Each for ~20 minutes, plus ~5 minutes Q&A |
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| *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''') |
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| *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 |
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| [[Category:Courses]] | | [[Category:Courses]] |