Reading salon
Winter 2022 semester: weekly at 11:00-12:00, Fridays, online
- 2022.01. —
PointNet++: Deep Hierarchical Feature Learning onPoint Sets in a Metric Space.
Charles Qi, et al.
NIPS 2017.
- 2022.03.10 — Zijun Gong/Yuhui Song
The Road Towards 6G: A Comprehensive Survey.
Wei Jiang; Bin Han; Mohammad Asif Habibi; Hans Dieter Schotten.
IEEE Open Journal of the Communications Society, pp 334-366, vol 2, 2021.
- 2022.03.03 — Zijun Gong/Yuhui Song
Space-Air-Ground Integrated Network: A Survey.
Jiajia Liu; Yongpeng Shi; Zubair Md. Fadlullah; Nei Kato.
IEEE Communications Surveys & Tutorials, 20(4), 2018.
- 2022.02.24 — Zhihao Dong
Graph Learning for Combinatorial Optimization: A Survey of State‑of‑the‑Art.
Yun Peng, Byron Choi, Jianliang Xu.
Data Science and Engineering, 6:119–141, 2021.
- 2022.02.10 — Ruslan Kain
A Survey on Edge Performance Benchmarking.
Blesson Varghese, et al.
ACM Computing Surveys, 54(3) pp1–33, 2022.
- 2022.02.03 — Xu Wang
Attention, Learn to Solve Routing Problems!
Wouter Kool, Herke van Hoof, Max Welling.
ICLR 2019
- 2022.01.27 — Qianna Cui
Industry-scale knowledge graphs: lessons and challenges.
Natasha Noy, et al.
Communications of the ACM, pp 36-43, 62(8), 2019.
- 2022.01.20 — Zhihao Dong
Transfer Adaptation Learning: A Decade Survey.
Lei Zhang, Xinbo Gao.
arXiv:1903.04687, 2019.
- 2022.01.13 — Zhihao Dong
A Survey on Transfer Learning.
Sinno Jialin Pan; Qiang Yang.
IEEE Transactions on Knowledge and Data Engineering.
Volume: 22, Issue: 10, Oct. 2010.
- 2022.01.06 — Ruslan Kain
Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges.
Latif U. Khan et al.
IEEE Communications Surveys & Tutorials.
Volume: 23 Issue: 3, 2021.
Fall 2021 semester: weekly at 11:00-12:00, Fridays, online
- 2021.12.28 (year-end retreat) — Yuanzhu
Network for AI and AI for Network: Challenges and Opportunities for Learning-Oriented Networks.
Jianping Pan; Lin Cai; Shen Yan; Xuemin Sherman Shen.
To appear in IEEE Network.
- 2021.12. — Ruslan Kain
Federated Learning for Internet of Things: A Comprehensive Survey.
Dinh C. Nguyen;Ming Ding;Pubudu N. Pathirana;Aruna Seneviratne;Jun Li;H. Vincent Poor.
Publication Year: 2021,Page(s):1622 - 1658.
- 2021.12.17 — Xu Wang
Internet of Things: A survey on enabling technologies, protocols, and applications.
A. Al-Fuqaha, M. Guizani, M. Mohammadi, M. Aledhari, and M. Ayyash.
IEEE Commun. Surveys Tuts., vol. 17, no. 4, pp. 2347-2376, 4th Quart., 2015.
- 2021.12.10 — Zhendong Sha
The physics of higher-order interactions in complex systems.
Federico Battiston.
Nature Physics volume 17, pages1093–1098 (2021).
- 2021.12.03 — Ali Farrokhtala
Feature selection for proximity estimation in COVID-19 contact tracing apps based on Bluetooth Low Energy (BLE).
Pablo G. Madoery, et al
Pervasive and Mobile Computing, Volume 77, October 2021, 101474
Spring 2021 semester: weekly at 11:00-12:00, Fridays, online
- 2021.08.27 — Zhihao Dong
Network geometry.
Marián Boguñá et al.
Nature Physics, 2021
- 2021.08.20 — Ali Farrokhtala
Networks formed from interdependent networks.
Jianxi Gao, Sergey V. Buldyrev, H. Eugene Stanley and Shlomo Havlin
Nature Physics, 2012
- 2021.08.13 — Yuanzhu Chen
Software-Defined Networking: A Comprehensive Survey.
Diego Kreutz et al.
Proceedings of the IEEE ( Volume: 103, Issue: 1, Jan. 2015)
- 2021.08.06 — Elham Karimi
RFC 3272: Overview and Principles of Internet Traffic Engineering
- 2021.07.23 — Yuanzhu Chen
-
The Deep Learning Vision for Heterogeneous Network Traffic Control: Proposal, Challenges, and Future Perspective.
Nei Kato; Zubair Md. Fadlullah; Bomin Mao; Fengxiao Tang; Osamu Akashi; Takeru Inoue; Kimihiro Mizutani.
IEEE Wireless Communications (Volume: 24, Issue: 3, June 2017)
-
State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems.
Zubair Md. Fadlullah; Fengxiao Tang; Bomin Mao; Nei Kato; Osamu Akashi; Takeru Inoue; Kimihiro Mizutani.
IEEE Communications Surveys & Tutorials (Volume: 19, Issue: 4, Fourthquarter 2017)
- 2021.07.16 — Yuanzhu Chen
-
Routing or computing? The paradigm shift towards intelligent computer network packet transmission based on deep learning.
Bomin Mao et al.
IEEE Transactions on Computers, 66(11):1946-1960, 2017
-
Mobile Big Data: The Fuel for Data-Driven Wireless.
Xiang Cheng et al.
IEEE Internet of Things, 4(5):1489-1516, 2017
- 2021.07.09 — Elham Karimi
Eagle: Refining Congestion Control by Learning from the Experts,
S. Emara, B. Li and Y. Chen,
IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, Toronto, ON, Canada, 2020, pp. 676-685.
- 2021.06.25 — Zhihao Dong
Guardian: Evaluating Trust in Online Social Networks with Graph Convolutional Networks,
W. Lin, Z. Gao, and B. Li,
IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, Toronto, ON, Canada, 2020, pp. 914-923, DOI: 10.1109/INFOCOM41043.2020.9155370.
- 2021.05.28 — Shorouq Al-Eidi
-
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing.
Shuochao Yao et al.
WWW '17: Proceedings of the 26th International Conference on World Wide Web, 2017
-
A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection.
Anna L. Buczak and Erhan Guven.
IEEE CS&T, 2016
- 2021.05.21 — Xu Wang
-
Learning-based Practical Smartphone Eavesdropping with Built-in Accelerometer,
Zhongjie Ba, Tianhang Zheng, Xinyu Zhang, Zhan Qin, Baochun Li, Xue Liu, Kui Ren.
in the Proceedings of the 26th Annual Network and Distributed System Security Symposium (NDSS 2020), San Diego, California, February 23-26, 2020.
-
Optimizing Federated Learning on Non-IID Data with Reinforcement Learning,
H. Wang, Z. Kaplan, D. Niu, and B. Li,
IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, Toronto, ON, Canada, 2020, pp. 1698-1707, DOI: 10.1109/INFOCOM41043.2020.9155494.
- 2021.05.14 — Xu Wang
Tux2: Distributed Graph Computation for Machine Learning.
Xiao et al.
USENIX 2017.
- 2021.05.07 — Elham Karimi
Deep reinforcement learning based resource management for multi-access edge computing in vehicular networks.
Haixia Peng and Xuemin Shen.
IEEE Transactions on Network Science and Engineering (2020)
Winter 2021 semester: weekly at 11:00-12:00, Fridays, online
- 2021.04.30 — Ali Farrokhtala
Mobility Prediction: A Survey on State-of-the-Art Schemes and Future Applications.
Hongtao Zhang and Lingcheng Dai.
IEEE Access, 7:802-822, 2018
- 2021.04.23 — Ali Farrokhtala
Net2Vec: Deep Learning for the Network.
Roberto Ganzalez et al.
Big-DAMA '17: Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017
- 2021.04.09 and .16 — Ruoyu Su and Zijun Gong
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey.
Nyuen et al.
IEEE Communications Surveys & Tutorials, 21(4):3133-3174, 2019
- 2021.04.02 — Elham Karimi
Deep Reinforcement Learning: A Brief Survey.
Arulkumaran et al.
IEEE Signal Processing Magazine, 34(6):26-38, 2017
- 2021.03.26 — Zhihao Dong
Finding key players in complex networks through deep reinforcement learning.
Changjun Fan, Li Zeng, Yizhou Sun & Yang-Yu Liu.
Nature Machine Intelligence volume 2, pages 317-324 (2020)
- 2021.03.12 and 19 — Zhihao Dong
Vital nodes identification in complex networks.
Lv et al.
Physics Reports, 650(13):1-63, 2016
- 2021.03.05 — Xu Wang
Gaia: Geo-distributed machine learning approaching LAN speeds. K. Hsieh et al., in Proc. USENIX Symp. Netw. Syst. Design Implement. (NSDI), 2017, pp. 629-647.
- 2021.02.12, .19, .26 — Wei Wang, Yuhui Song, and Zijun Gong
Deep Learning in Mobile and Wireless Networking: A Survey.
Chaoyun Zhang, Paul Patras, H. Haddadi.
IEEE Communications Surveys & Tutorials, 21(3), 2018
- 2021.01.29 and .02.05 — Xu Wang
Federated Learning in Mobile Edge Networks: A Comprehensive Survey.
Wei Yang Bryan Lim et al.
IEEE Communications Surveys & Tutorials. Volume: 22, Issue: 3, Page(s): 2031-2063. 08 April 2020
- 2021.01.22 — Xu Wang
Federated Learning: challenges, methods, and future directions.
Tian Li; Anit Kumar Sahu; Ameet Talwalkar; Virginia Smith.
IEEE Signal Processing Magazine (Volume: 37, Issue: 3, May 2020), Page(s): 50-60, 06 May 2020
- 2021.01.15 — Yuanzhu
Early-warning signals of topological collapse in interbank networks.
Tiziano Squartini, Iman van Lelyveld & Diego Garlaschelli.
Scientific Reports, volume 3, Article number: 3357 (2013)
Fall 2020 semester: weekly at 11:00-12:00, Fridays, online
- 2020.12.18 — Zhihao Dong
Generalized network dismantling.
Xiao-Long Ren, Niels Gleinig, Dirk Helbing, and Nino Antulov-Fantulin.
PNAS April 2, 2019
- 2020.12.11 — Yuanzhu
– Population flow drives spatio-temporal distribution of COVID-19 in China.
Jayson S. Jia, Xin Lu, Yun Yuan, Ge Xu, Jianmin Jia & Nicholas A. Christakis.
Nature, volume 582, pages 389-394 (2020)
– The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak.
Chinazzi, M. et al.
Science 368, 395-400 (2020).
- 2020.12.04 — Yuanzhu
– Mobility network models of COVID-19 explain inequities and inform reopening
Serina Chang, Emma Pierson, Pang Wei Koh, Jaline Gerardin, Beth Redbird, David Grusky, & Jure Leskovec.
Nature 2020
- 2020.11.27 — Yuanzhu
– Zarocostas, J.
How to fight an infodemic.
Lancet 395, 676 (2020).
– Leung, G. M. & Leung, K.
Crowdsourcing data to mitigate epidemics.
Lancet Digit. Health (2020)
– Dirk Brockmann & Dirk Helbing.
The Hidden Geometry of Complex, Network-Driven Contagion Phenomena.
Science (2013)
- 2020.11.20 — Xu Wang
– Shao, C. et al.
The spread of low-credibility content by social bots.
Nat. Commun. 9, 4787 (2018).
– Stella, M., Ferrara, E. & De Domenico, M.
Bots increase exposure to negative and inflammatory content in online social systems.
Proc. Natl Acad. Sci. USA 115, 12435-12440 (2018)
- 2020.11.13 — Yuanzhu
– Assessing the risks of 'infodemics' in response to COVID-19 epidemics.
Riccardo Gallotti, et al.
Nature Human Behaviour, 2020
- 2020.10.30 — Yuanzhu
– Spatial super-spreaders and super-susceptibles in human movement networks.
Wei Chien Benny Chin, Roland Bouffanais.
arXiv 2020.
- 2020.10.23 — Zhendong Sha
– What network motifs tell us about resilience and reliability of complex networks.
Asim K. Dey, Yulia R. Gel, and Vincent Poor.
PNAS September 24, 2019 116 (39) 19368-19373
- 2020.10.16 — Ali Farrokhtala
– Motifs in Temporal Networks.
Ashwin Paranjape, Austin R. Benson, and Jure Leskovec.
WSDM, 2017
- 2020.10.09 — Zhihao Dong
– Evolution of resilience in protein interactomes across the tree of life.
Marinka Zitnik, Rok Sosič, Marcus W. Feldman, and Jure Leskovec.
PNAS March 5, 2019 116 (10) 4426-4433
Spring 2020 semester: weekly at 11:00-12:00, online
- Stanford CS224w (2019): Data Mining in Graphs
Winter 2020 semester: weekly at 10:00-11:30, Fridays, @EN-2022
- 2020.01.31 —
The Anatomy of the Facebook Social Graph.
Johan Ugander, Brian Karrer, Lars Backstrom, Cameron Marlow.
arXiv:1111.4503, 2011
- 2020.01.10 —
On power-law relationships of the internet topology
Faloutsos, M., Faloutsos, P., and Faloutsos,
C., Comput. Commun. Rev. 29, 251-262 (1999).
Fall 2019 semester: weekly at 10:00-11:30, Fridays, @EN-2022
- 2019.10 — Zhihao Dong
Community Preserving Network Embedding.
Xiao Wang, Peng Cui, Jing Wang, Jian Pei, Wenwu Zhu, Shiqiang Yang.
AAAI 2017.
- 2019.09 —
Representation Learning on Graphs.
William L. Hamilton, Rex Ying, Jure Leskovec.
arXiv:1709.05584, 2017
- 2019.09 — Zhihao Dong
Deep Learning With Edge Computing: A Review.
J. Chen and X. Ran.
Proceedings of the IEEE. 107(8), 2019
Spring 2019 semester: weekly at 10:00-11:30, Fridays, @EN-2022
- 2019.07 — Ali Farrokhtala
Link prediction in complex networks: A survey.
Lu, Linyuan, and Tao Zhou.
Physica A: statistical mechanics and its applications 390.6 (2011): 1150-1170.
- 2019.06 — Ali Farrokhtala
The link-prediction problem for social networks.
Liben-Nowell, David, and Jon Kleinberg.
Journal of the American society for information science and technology 58.7 (2007).
- 2019.06 — Ali Farrokhtala
Simplicial closure and higher-order link prediction.
Austin R. Benson, Rediet Abebe, Michael T. Schaub, Ali Jadbabaie, and Jon Kleinberga.
PNAS 2019.
- 2019.06 — Ali Alfosool
NetworKit: A tool suite for large-scale complex network analysis.
C. Staudt et al.
Network Science. 4(4), 2016.
- 2019.05 — Zhihao Dong
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning.
S. Wang et al.
IEEE Infocom 2018
- 2019.05 — Zhihao Dong
Fog and IoT- An Overview of Research Opportunities.
M. Chiang et al.
IEEE Internet of Things. 3(6), 2016.
- 2019.05 — Zhihao Dong
A survey on mobile edge computing: The communication perspective.
Mao et al.
IEEE Communications Surveys and Tutorials. 19(4), 2017.
Winter 2019 semester: weekly at 10:00-11:30, Fridays, @EN-2022
- 2019.04 — Zhihao Dong
A Survey on Network Embedding.
Peng Cui ; Xiao Wang ; Jian Pei ; Wenwu Zhu.
IEEE Transactions on Knowledge and Data Engineering, 31(5), 2019
- 2019.03.29 — Shorouq Al-Eidi
Stable algorithms for link analysis.
Ng, Andrew Y., Alice X. Zheng, and Michael I. Jordan.
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval. ACM, 2001.
- 2019.03.15 — Ali Farrokhtala
Kleinberg, Jon M. "Authoritative sources in a hyperlinked environment." Journal of the ACM (JACM) 46.5 (1999): 604-632
- 2019.03.08 — Elham Karimi
Content dissemination in vehicular social networks: : taxonomy and user satisfaction.
Farouk Mezghani, Riadh Dhaou, Michele Nogueira, and André-Luc Beylot.
IEEE Communications Magazine, 52(12), 2014
- 2019.02 — Ali Alfosool
Centrality metrics: a tutorial
- 2019.02.01 — Ali Farrokhtala
Kleinberg, J.
The convergence of social and technological networks.
Communications of the ACM, 51(11), 66-72, 2008
- 2019.01.25 — Elham Karimi
"Vehicular Social Networks: A survey."
Azizur Rahim, Xiangjie Kong, Feng Xia, Zhaolong Ning, Noor Ullah, Jinzhong Wang, Sajal K.Das.
ELSEVIER,Volume 43, January 2018, Pages 96-113
- 2019.01.18 — Shorouq Al-Eidi
"Characterising temporal distance and reachability in mobile and online social networks."
Tang, John, et al.
ACM SIGCOMM Computer Communication Review 40.1 (2010): 118-124.
- 2019.01.11 — Zhihao Dong
Optimal Demand-Aware Ride-Sharing Routing.
Qiulin Lin (The Chinese University of Hong Kong, Hong Kong); Lei Deng (Dongguan University of Technology, P.R. China); Jingzhou Sun (Tsinghua University, P.R. China); Minghua Chen (The Chinese University of Hong Kong, P.R. China)
In Infocom 2018.
Fall 2018 semester: weekly at 10:00-11:30, Fridays, @EN-2022
- 2018.12.14 — Shorouq Al-Eidi
Who to Connect to? Joint Recommendations in Cross-layer Social Networks.
Jiaqi Liu, Qi Lian, Luoyi Fu, and Xinbing Wang.
In Infocom 2018.
- 2018.11.30 — Ali Farrokhtala
Predicting Learner Interactions in Social Learning Networks.
Tsung-Yen Yang et al.
In Infocom 2018.
- 2018.11.23 — Ali Alfosool
When data acquisition meets data analytics- A distributed active learning framework for optimal budgeted mobile crowdsensing.
Qiang Xu and Rong Zheng.
In Infocom 2018.
- 2018.11.09 — Ali Alfosool
Density, Destinations or Both? A Comparison of
Measures of Walkability in Relation to Transportation
Behaviors, Obesity and Diabetes in Toronto, Canada.
Richard Glazier et al.
PLOS One, 2014
- 2018.10.26 — Zhendong Sha
Understanding Ethereum via Graph Analysis.
Ting Chen et al.
In Infocom 2018.
- 2018.10.19 — Asma Javaid
Continuous time opinion dynamics of agents with multi-leveled opinions and binary actions.
Vineeth S Varma et al.
In Infocom 2018.
- 2018.10.12 — Elham Karimi
Temporal Reachability in Vehicular Networks.
Luca Bedogni, Marco Fiore, Christian Glacet.
In Infocom 2018.
- 2018.10.05 — Zijun Gong
Indoor Localization Using Commercial Off-The-Shelf 60 GHz Access Points.
Guillermo Bielsa, et al.
In Infocom 2018.
- 2018.09.21 — Shorouq Al-Eidi and Ali Farrokhtala
Efficient Heuristic Algorithms for Positive-Influence Dominating Set in Social Networks.
Faisal N. Abu-Khzam and Karine Lamaa
- 2018.09.07 — by all
Google Data Collection.
Douglas Schmidt.
In Digital Content Next, 2018
Spring 2018 semester: weekly at 10:00-11:30, Fridays, @EN-2022
- 2018.08.03 — Ali Farrokhtala
(continued)
- 2018.07.27 — Shorouq Al-Eidi
Temporal networks.
Petter Holmes and Jari Saramaki.
Physics Reports 519:97-125, 2012.
- 2018.05.11 — Elham Karimi and Shorouq Al-Eidi
Network reachability of real-world contact sequences.
Petter Holme.
arXiv:cond-mat/0410313
Winter 2018 semester: weekly at 10:00-11:30, Fridays, @EN-2022
- 2018.04.27 — Asma Javaid
Rumor Cascades.
Friggeri, Adamic, Eckles, and Cheng (Facebook).
AAAI 2014.
- 2018.04.20 — Asma Javaid
The spread of true and false news online.
Vosoughi, Roy, and Aral.
Science 2018.
- 2018.03.09 — Ali Farrokhtala
Analyzing Temporal Networks in Social Media.
Petter Holme.
Proceedings of the IEEE.
- 2018.03.02 — Shorouq Al-Eidi (with help from Jun Wang)
Applying temporal network analysis to the venture capital market.
Zhang, Feng, Zhu, and Stanley.
The European Physical Journal B, 88(10), 260, 2015.
- 2018.02.16 — Ali Farrokhtala
Inferring friendship network structure by using mobile phone data.
Eagle, Pentland, and Lazer.
PNAS 2009.
- 2018.02.09 — Ali Farrokhtala
A Novel Mathematical Framework for Similarity-based
Opportunistic Social Networks.
El Sherief et al.
Pervasive and Mobile Computing, 40:134-150, 2017
- 2018.02.02 — Shorouq Al-Eidi
Temporal node centrality in complex networks.
Hyoungshick Kim and Ross Anderson.
Physical Review E, 85.2:026107, 2012.
- 2018.01.19 — Zijun Gong
SpotFi: Decimeter Level Localization Using WiFi.
Kotaru, Joshi, Bharadia, and Katti.
SIGCOMM 2015
Fall 2017 semester: weekly at 12:00-13:00, Thursdays, @EN-2031A
- 2017.12.07 and .14 — Elham Karimi
Power-law distributions in empirical data.
Clauset, Shalizi, and Newman.
SIAM Review, 51(4):661-703, 2009
- 2017.11.23 — Sipan Ye
From time series to complex networks: The visibility graph.
Lucas Lacasa at al.
PNAS 105(13):4972–4975, 2008.
- 2017.11.09 and 16 — Ali Alfosool
Friendship and Mobility: User Movement In Location-Based Social Networks.
Eunjoon Cho , Seth A. Myers , Jure Leskovec.
KDD 2011.
- 2017.10.26 — Ali Alfosool
RFC 5389:Session Traversal Utilities for NAT (STUN).
- 2017.10.12 — Ali Alfosool and Ali Farrokhtala
MOAA brainstorm session.
- 2017.10.05 — Ali Farrokhtala
Eigenbehaviors: identifying structure in routine.
Nathan Eagle et al.
Behavioral Ecology and Sociobiology, 2009
- 2017.09.21 — Ali Alfosool and Elham Karimi
Tracking Down Skype Traffic.
Bonfiglio, Melllia, Meo, Ritacca, and Rossi.
Infocom 2008.
Spring 2017 semester: weekly at 10:15-11:45, Fridays, @EN-2031A
- 2017.08.09 — Somayeh Kafaie
Network Medicine: a network-based approach to human disease.
Barabasi et al.
Nature Reviews, 2011
- 2017.07.25 — Ali Farrokhtala
Detecting influenza epidemics using search engine query data.
Ginsberg et al.
Nature, February 2009
- 2017.07.18 — Ali Farrokhtala
The Parable of Google Flu: Traps in Big Data Analysis.
Lazer et al.
Science, March 2014
- 2017.07.11 — Hoda Rafiee
Bike Score®: Associations between urban
bikeability and cycling behavior in 24 cities.
Winters at al.
International Journal of Behavioral Nutrition and Physical Activity, 2016
- 2017.06.28 — Hoda Rafiee
Density, Destinations or Both? A Comparison of
Measures of Walkability in Relation to Transportation
Behaviors, Obesity and Diabetes in Toronto, Canada.
Glazier et al.
PLOS One, January, 2014.
- 2017.05.05 — Ali Alfosool
Geographic Constraints on Social Network Groups.
Jukka-Pekka Onnela.
PLOS One, April 5, 2011.
-
We also took the Machine Learning course by Andrew Ng on Coursera.
Winter 2017 semester: weekly at 10:15-11:45, Fridays, @EN-3011A
- 2017.03.31 — Ali Farrokhtala and Hoda Rafiee
Analysis of a large-scale weighted network of one-to-one human communication.
Jukka-Pekka Onnela.
New Journal of Physics, Volume 9, June 2007
- 2017.03.24 — Ali Farrokhtala
Human mobility, social ties, and link prediction.
Dashun Wang.
KDD '11 Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
- 2017.03.17 — Sipan Ye
A universal model for mobility and migration patterns.
Filippo Simini.
Nature 484, 96–100 (05 April 2012)
- 2017.03.10 — Ali Farrokhtala
Predicting the Behavior of Techno-Social Systems.
Vespignani.
Science 24 Jul 2009: Vol. 325, Issue 5939, pp. 425-428.
- 2017.03.03 — Ali Alfosool
Limits of Predictability in Human Mobility.
Song et al.
Science 19 Feb 2010: Vol. 327, Issue 5968, pp. 1018-1021.
- 2017.02.03 and 02.10 — Sipan Ye
Understanding individual human mobility patterns.
González at al.
Nature 453, 779-782 (5 June 2008).
- 2017.01.27 — Hoda Rafiee
Research briefing
- 2017.01.20 — Ali Farrokhtala
Chapter 19: Writing Global Science, of "Writing Science"
Chapter 20: Writing for the Public, of "Writing Science"
Chapter 21: Resolution, of "Writing Science"
- 2017.01.13 — Shorouq Al-Eidi
Chapter 17: Putting it All Together: Real Editing, of "Writing Science"
Chapter 18: Dealing with Liminations, of "Writing Science"
Fall 2016 semester: weekly at 12:00-13:30, Thursdays, @EN-3011A
- 2016.12.01 — Zijun Gong
Chapter 9: The Resolution, of "Writing Science"
- 2016.11.24 — Sipan Ye
Chapter 7: The Challenge, of "Writing Science"
Chapter 8: Action, of "Writing Science"
- 2016.11.17 — Ali Alfosool
Chapter 16: Condensing, of "Writing Science"
- 2016.10.27 — Ali Farrokhtala
Chapter 14: Energizing Writing, of "Writing Science"
Chapter 15: Words, of "Writing Science"
- 2016.10.20 — Somayeh Kafaie
Chapter 12: Sentences, of "Writing Science"
Chapter 13: Flow, of "Writing Science"
- 2016.10.13 — Chen Zhang
Chapter 10: Internal Structure, of "Writing Science"
Chapter 11: Paragraphs, of "Writing Science"
- 2016.10.06 — Fan Jiang
Chapter 6: The Funneling: Connecting O and C, of "Writing Science"
- 2016.09.29 — Zijun Gong
Chapter 5: The Opening, of "Writing Science"
- 2016.09.23 — Sipan
Chapter 4: Story Structure, of "Writing Science"
Summer 2016 semester: weekly at 10:30-12:00, Fridays, @EN-4022
- 2016.07 — Ali Farrokhtala
Chapter 3: Making a story sticky, of "Writing Science"
- 2016.06 — Somayeh Kafaie
Chapter 2: Science Writing as Story Telling, of Writing Science"
Chapter 1: Writing in Science, of "Writing Science"
- 2016.06-07 — Yuanzhu Chen
Networks: an introduction, Newman M., OUP Oxford, 2010.
- 2016.05.06 — Ruoyu Su
Wireless software-defined networks (W-SDNs) and network function virtualization (NFV) for 5G cellular systems:
an overview and qualitative evaluation.
Akyildiz I F, Lin S C, Wang P.
Computer Networks, 93:66-79, 2015.
Winter 2016 semester: weekly at 10:30-12:00, Fridays, @EN-4022
- 2016.04.15 — Somayeh KafaieA survey of inter-flow network coding in wireless mesh networks with unicast traffic. Xie L F, Chong P H J, Ho I W H, et al. Computer Networks, 2015, 91: 738-751.
- 2016.04.08 — Zijun Gong and Kyung Kook SonExperiencing and Handling the Diversity in Data Density and Environmental Locality in an Indoor Positioning Service.Li L, Shen G, Zhao C, et al, Proceedings of the 20th annual international conference on Mobile computing and networking. ACM, 2014: 459-470.
- 2016.03.18 — Ruoyu SuLocalization and Location Verification in Non-Homogeneous One-Dimensional Wireless Ad-Hoc Networks. Ataei M R, Kunz T, Banihashemi A H., Selected Areas in Communications, IEEE Journal on, 2015, 33(7): 1304-1316.
- 2016.03.11 — Zijun Gong
Fundamental limits of wideband localization—Part I: A general framework. Shen, Yuan, and Moe Z. Win. Information Theory, IEEE Transactions on, 56.10 (2010): 4956-4980.
Fundamental limits of wideband localization—Part II: Cooperative networks. Shen, Yuan, Henk Wymeersch, and Moe Z. Win. Information Theory, IEEE Transactions on 56.10 (2010): 4981-5000.
Understanding the limits of RF-based collaborative localization. Giorgetti, G., Gupta, S. K. S., & Manes, G. (2011). Networking, IEEE/ACM Transactions on, 19(6), 1638-1651.
- 2016.02.19 and 2016.03.04 — Ali Farrokhtala, Ali Alfosool, and Sipan Ye
Evolutionary Network Analysis: A Survey. Aggarwal C, Subbian K., ACM Computing Surveys (CSUR), 2014, 47(1): 10.
- 2016.01.29 — Chen Zhang
Towards a Comprehensive Model for Performance Analysis of Opportunistic Routing in Wireless Mesh Networks. Darehshoorzadeh, A., De Grande, R., & Boukerche, A.. IEEE Transaction. Vehicular Technology., Volume:PP, Issue:99, 2015.
On the maximum performance in opportunistic routing. Cerda-Alabern, L., Darehshoorzadeh, A., & Pla, V.. IEEE International Symposium. WoWMoM., pp. 1-8, 2010.
- 2016.01.22 — Fan Jiang
Five Distruptive Technology Directions for 5G.
F. Boccardi, R. W. Health, A. Lozano, T. L. Marzetta, and P. Popocski.
IEEE Commun. Mag., vol. 52, no. 2, pp. 74-80, 2014.
Emerging Technologies and Research Challenges for 5G Wireless Networks.
W.H. Chin, Z. Fan, and R. Haines.
IEEE Wireless Commun., vol. 21, no. 2, pp. 106-112, 2014.
Fall 2015 semester: weekly at 11:00-12:30, Fridays, @EN-2031A
- 2015.12.11 and 12.18 — Chen Zhang and Somayeh Kafaie
Opportunistic Routing in Wireless Networks: Models, Algorithms, and Classifications.
A. Boukerche, and A. Darehshoorzadeh. ACM Computing Surveys (CSUR), vol. 47, no. 2, 2015.
- 2015.11.27 — Zijun Gong
Massive MIMO for 5G: Advantages and Challenges.
- 2015.11.20 — Fan Jiang
Soft-input Soft-output MMSE-SQRD Based Turbo Equalization for MIMO-OFDM Systems under Imperfect Channel Estimation.
Fan Jiang, and Cheng Li.
IEEE GLOBECOM 2015.
- 2015.11.06 and 11.13 — Ali Farrokhtala and Zijun Gong
Cognition-Based Networks: A New Perspective on Network Optimization Using Learning and Distributed Intelligence.
Michele Zorzi, Andrea Zanella, Alberto Testolin, Michele De Filippo De Grazia, and Marco Zorzi.
IEEE Access, vol. 3, 2015.
- 2015.10.23 — Kyungkook Son
Smartphone Positioning in Sparse Wi-Fi Environement.
Wasiq Waqar, Yuanzhu Chen, and Andrew Vardy.
Computer Communications (2015).
- 2015.10.16 — Sipan Ye
Exploring the Potential in Practice for Opportunistic Networks Amongst Smart Mobile Devices.
Shu Liu, and Aaron D. Striegel.
MobiCom 2013, pp:315-326.
- 2015.10.02 — Somayeh Kafaie
Analysis of General Network Coding Conditions and Design of a Free-ride-oriented Routing Metric.
Bin Guo, Hongkun Li, Chi Zhou and Yu Cheng.
IEEE Transactions on Vehicular Technology, vol. 60, no. 4, 2011.
- 2015.09.18 — Chen Zhang
Efficient network-coding-based opportunistic routing through cumulative coded acknowledgments.
Dimitrios Koutsonikolas, Chih-Chun Wang, Y. Charlie Hu.
In IEEE/ACM Transactions on Networking, 19(5):1368-1381.
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FastForward: Fast and Constructive Full Duplex Relays.
Dinesh Bharadia and Sachin Katti.
SIGCOMM 2014, pp:199-210.
-
Planck: Millisecond-scale Monitoring and Control for Commodity Networks.
Jeff Rasley et al.
SIGCOMM 2014, pp:407-418.
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Practical opportunistic routing in high-speed multi-rate wireless mesh networks.
Wei Hu, Jin Xie, and Zhenghao Zhang.
MobiHoc 2013, pp:127-136
Spring 2015 semester: weekly at 15:00-16:30, Wedensday, @EN-2031A
- 2015.6.17 — Somayeh Kafaie
Bridging Inter-flow and Intra-flow Network Coding for Video
Applications: Testbed Description and Performance Evaluation. Jonas
Hansen , Jeppe Krigslund , Daniel E. Lucani , Frank H. P. Fitzek,
CAMAD 2013
CORE: COPE with MORE in Wireless Meshed Networks. Jeppe Krigslund,
Jonas Hansen, Martin Hundeb, Daniel E. Lucani, Frank H. P. Fitzek, VTC
2013
- 2015.6.10 — Chen Zhang
Modeling TCP Throughput: A Simple Model and its Empirical Validation, Jitendra Padhye, Vcitor Firoiu, Don Towsley and Jim Kurose. SIGCOMM 1998
- 2015.6.3 — Somayeh Kafaie Intra- and Inter-Session Network Coding for Unicast Flows in Wireless Networks. Hulya Seferoglu, Athina Markopoulou IEEE INFOCOM 2011
- 2015.5.24 — Chen Zhang MultiPath TCP: From Theory to Practice. Sebastien Barre, Christoph Paasch and Oliveier Bonaventure. NETWORKING 2011, Lecture Notes in Computer Science Volume 6640,2011, pp 444-457
Winter 2015 semester: weekly at 14:00-15:30, Tuesday, @EN-2031A
- 2015.3.25 — Chen Zhang
ExOR: Opportunistic Multi-Hop Routing for Wireless Networks. Sanjit Biswas and Robert Morris. SIGCOMM 2005.
- 2015.2.10 —2015.2.17 —2015.3.18 Somayeh Kafaie
Performance Analysis of the IEEE 802.11 Distributed CCoordination Function,G. Bianchi, IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, Vol. 18, no. 3, 2000
- 2015.1.20 — Chen Zhang A survey of TCP over ad hoc networks, Ahmad Al Hanbali, Eitan Altman, and Philippe Nain, IEEE Communications Surveys and Tutorials, 7(3): 22-36, 2005
- 2015.1.27 — Chen Zhang Support of TCP in Wireless Mesh with Unstable Packet Forwarding Capacity, Chen Zhang, Yuanzhu Chen, and Cheng Li, ICC 2015
- 2015.1.27 — Somayeh KafaieNetwork Coding wiht Link Layer Cooperation in Wireless Mesh Networks, Somayeh Kafaie, Yuanzhu chen, Mohamed Hossam Ahmed, and OCtavia A. Dobre, ICC 2015
- 2015.1.20 — Chen Zhang A survey of TCP over ad hoc networks, Ahmad Al Hanbali, Eitan Altman, and Philippe Nain, IEEE Communications Surveys and Tutorials, 7(3): 22-36, 2005
Fall 2014 semester: weekly at 15:00-16:30, Thursday, @EN-2031A
- 2014.12.04 and 11.27 — Chen Zhang A survey of TCP over ad hoc networks, Ahmad Al Hanbali, Eitan Altman, and Philippe Nain, IEEE Communications Surveys and Tutorials, 7(3): 22-36, 2005
- 2014.11.20— Ruoyu Su Uncovering the overlapping community structure of complex networks in nature and society, Gergely Palla, Imre Derenyi, Illes Farkas, and Tames Vicsek, Nature, http://dx.doi.org/10.1038/nature03607, 435(7043): 814-818, 2005
- 2014.11.13 and 11.06—Somayeh Kafaie BUBBLE Rap: Social-Based Forwarding in Delay-Tolerant Networks, Pan Hui, Jon Crowcroft, and Eiko Yoneki, IEEE Transactions on Mobile Computing, 10(11): 1576-1589, 2011
- 2014.10.30—Yi Zhang Statistical Characterization and Computationally Efficient Modeling of a Class of Underwater Acoustic Communication Channels, Parastoo Qarabaqi and Milica Stojanovic, IEEE Journal of Oceanic Engineering, 38(4): 701-717, 2013
- 2014.10.23—Chen Zhang PSR: A Lightweight Proactive Source Routing Protocol For Mobile Ad Hoc Networks, Z. wang, Y. Chen, and C. Li, IEEE Transactions on Vehicular Technology, 63(2): 859-868, 2014
- 2014.09.25—Fan Jiang Soft-Decision Feedback Turbo Equalization for LDPC-Coded MIMO Underwater Acoustic Communications, A. Rafati, H. Lou, and C. Xiao, IEEE Journal of Oceanic Engineering, 39(1): 90-99, 2014
- 2014.09.18—Fan Jiang Low Complexity Turbo Dectection of Coded Under-Determined MIMO Systems,M. Walker, J. Tao, J. Wu, and Yahong Rosa Zheng,IEEE ICC 2011
Spring 2014 semester: weekly at 14:00-15:30, Friday, @EN-2031A
- 2014.08.22—Somayeh KAFAIE Network coding with TCP: Theory and implementation,Jay Kumar Sundararajan,IEEE Journal 2011
- 2014.08.15—Chen ZHANG and Somayeh KAFAIE Network coding with TCP: Theory and implementation,Jay Kumar Sundararajan,IEEE Journal 2011
- 2014.08.8 — Chen ZHANG
TCP Performance in Coded Wireless Mesh Networks. Yong Huang, Majid Ghaderi. IEEE SECON 2008.
- 2014.08.1— Ruoyu SU
Hot topic: physical-layer network coding. Shengli Zhang, Soung Chang Liew, Patrick P. Lam,MobiCom 2006
- 2014.07.25 — JingWen ZHU
Embracing wireless interference: analog network coding. Sachin Katti, Shyamnath Gollakota, and Dina Katabi,SigComm 2007
- 2014.07.18 — Somayeh KAFAIE
MAC-layer proactive mixing for network coding in multi-hop wireless network. Jian Zhang, Yuanzhu Peter Chen, Ivan Marsic. Computer Networks 2010
- 2014.07.11 — Somayeh KAFAIE
CORE: COPE with MORE in Wireless Meshed Networks. Jeppe Krigslund, Jonas Hansen, Martin Hundeb, Danie E. Lucani, Frank H.P. Fitzek, VTC 2013
Bridging Inter-flow and intra-flow Network Coding for Video Applications: Testbed Description and Performance Evaluation, Jonas Hansen, Jeppe Krigslund, Daniel E. Lucani, Frank H.P. Fitzek CAMAD 2013
- 2014.07.4 — Fan JIANG
PPR: partial packet recovery for wireless networks. Kyle Jamieson and Hari Balakrishnan,SigComm 2007.
- 2014.06.27 — Yi ZHANG
Beyond the bits: cooperative packet recovery using physical layer information. Grace Rusi Woo, Pouya Kheradpour, and Dina Katabi,MobiCOm 2007.
- 2014.06.6 and 06.14 — Somayeh KAFAIE:
Symbol-level Network Coding for Wireless Mesh Networks. Sachin Katti, Dina Katabi, Hari Balakrishnan and Muriel Medard,SIGCOMM 2008.
- 2014.05.16 and 05.30 — Chen ZHANG:
Trading Structure for Randomness in Wireless Opportunistic Routing.Szymon Chachulski,Michael Jennings Sachin Katti Dina Katabi,SIGCOMM 2007.
Winter 2014 semester: weekly at 15:00-16:30, Mondays, @EN-2031A
- 2014.03.24 and 04.07 — Somayeh KAFAIE:
Efficient Routing in Intermittently Connected Mobile Networks: The Single-copy Case. Thrasyvoulos Spyropoulos, Konstantinos Psounis, and Cauligi Raghavendra. IEEE/ACM TRANSACTIONS on NETWORKING, vol. 16, no. 1, February 2008.
- 2014.03.10-17 — Chen ZHANG:
Nuclei: GPU-Accelerated Many-Core Network Coding. Hassan Shohania, Baochun Li, and Xin Wang. INFOCOM 2009.
- 2014.03.03 — Xu LIU:
Network Coding for Content-Based Intermittently Connected Emergency Networks. Joshua Joy, Yu-Ting Yu, Samuel Wood, James Mathewson, Mark-Oliver Stehr. MobiCom 2013.
-
2014.02.24 — Somayeh KAFAIE:
ICEMAN: A System for Efficient, Robust, and Secure Situational Awareness at the Network Edge. Samuel Wood, James Mathewson, Joshua Joy, Mark-Oliver Stehr, Minyoung Kim, Ashish Gehani, Mario Gerla, Hamid Sadjadpour, and J.J. Garcia-Luna-Aceves. MILCOM 2013.
- 2014.01.20-27 and 02.17 — Chen ZHANG:
Efficient Network Coded Data Transmissions in Distruption Tolerant Networks. Yunfeng Lin, Baochun Li, and Ben Liang. INFOCOM 2008.
Fall 2013 semester: weekly at 15:00-16:30pm, Wednesdays, @EN-1001
- 2013.11.27 and 12.04 — Somayeh KAFAIE:
Trading structure for randomness in wireless opportunistic routing.
Szymon Chachulski, Michael Jennings, Sachin Katti and Dina Katabi.
SIGCOMM 2007.
- 2013.11.20 — Ruoyu SU:
CORMAN: a Novel Cooperative Opportunistic Routing Scheme in Mobile Ad Hoc Networks.
Z. Wang, Y. Chen, and C. Li.
IEEE Journal on Selected Areas in Communications, 30(2):289-296, February 2012
-
2013.11.13 — Chen ZHANG:
MAC-Layer Proactive Mixing for Network Coding in Multi-Hop Wireless Networks.
Jian Zhang, Yuanzhu Chen, and Ivan Marsic.
Computer Networks, 54(2):196-207, 2010.
-
2013.10.30 — you:
NECEC rehearsals
- 2013.10.09-23 and 11.06 — Fan JIANG:
XORs in The Air: Practical Wireless Network Coding.
Sachin Katti, Hariharan Rahul, Wenjun Hu, Dina Katabi, Muriel Medard, and Jon Crowcroft.
SIGCOMM 2006.
- 2013.10.02 — (skipped)
(Go to Ruoyu's Comprehensive Exam.)
- 2013.09.11-25 — Somayeh KAFAIE:
ExOR: Opportunistic Multi-Hop Routing for Wireless Networks.
Sanjit Biswas and Robert Morris.
SIGCOMM 2005.
Spring 2013 semester: weekly at 15:00-16:30pm, Wednesdays, @EN-1001
- 2013.08.28 — Somayeh KAFAIE:
Christos Gkantsidis and Pablo Rodriguez.
Network coding for large scale content distribution.
INFOCOM 2005.
- 2013.08.21 — Xu LIU:
Jorg Widmer and Jean-Yves Le Boudec.
Network Coding for Efficient Communication in Extreme Networks.
WDTN '05 Proceedings of the 2005 ACM SIGCOMM workshop on delay-tolerant networking
[link].
- 2013.08.14 — Xu LIU:
Christina Fragouli, Jean-Yves Le Boudec, and Jorg Widmer.
Network Coding: An Instant Primer.
ACM SIGCOMM Computer Communication Review, 36(1):63-68, January 2006
[link].
- 2013.08.07 — Chen ZHANG:
Gavin Holland and Nitin Vaidya.
Analysis of TCP Performance over Mobile Ad Hoc Networks.
Wireless Networks, 8(2,3):275-288, March 2002
[link].
- 2013.07.17 and 25 — Somayeh KAFAIE:
Zhenghua Fu, Petros Zerfos, Haiyun Luo, Songwu Lu, Lixia Zhang, and Mario Gerla.
The Impact of Multihop Wireless Channel on TCP Throughput and Loss
Infocom 2003 [link].
- 2013.06.12~07.10 — Chen ZHANG:
Shugong Xu and Tarek Saadawi.
Does the IEEE 802.11 MAC Protocol Work Well in Multihop Wireless Ad Hoc Networks?
IEEE Comm. Mag. 39(6):130-137
[link].
-
2013.05.22 and 06.05 — Somayeh KAFAIE, Chen ZHANG, Yuanchao PENG, and Xu LIU:
simulation studies of the previous article.
-
2013.05.08 and 05.15 — Somaye KAFAIE:
Josh Broch, David A. Maltz, David B. Johnson, Yih-Chun Hu, and Jorjeta Jetcheva.
A performance comparison of multi-hop wireless ad hoc network routing protocols,
MobiCom 1998 [link].
Fall 2012 semester: weekly at 15:30-16:30pm, Thursdays, @EN-4020
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2013.01.31 — Ruoyu SU
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2013.01.24 — Ruoyu SU
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2013.01.17 — Chen ZHANG: Routing in DTN
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2012.11.29 — Chengling HUANG: Urban sensing
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2012.11.22 — Xu LIU: Haggle
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2012.11.15 — Wasiq WAQAR: iOS development tutorial
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2012.11.08 — NECEC 2012
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2012.11.01 — Chen ZHANG: Epidemic routing in DTN
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2012.10.25 — Yiying LIN: Real-time visualzation of web browsing history
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2012.10.18 — Shuai HAN, Ruoyu SU, and Yi ZHANG: Marco Conti, Sajal K. Das, Chatschik Bisdikian, Mohan Kumar, Lionel M. Ni, Andrea Passarella, George Roussos, Gerhard Troster, Gene Tsudik, Franco Zambonelli.
Looking ahead in pervasive computing: Challenges and opportunities in the era of cyber-physical convergence. Pervasive and Mobile Computing 8(1): 2-21 (2012)
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2012.09.27 — Shuai HAN: research briefing. Volunteer: Guidelines for Writing a Scientific Paper
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2012.09.20 — Wasiq WAQAR and Chen ZHANG: research briefing
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2012.09.13 — Ruoyu SU and Yi ZHANG: research briefing
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2012.09.07 — who's who