Publications
Journal Papers
- Predicting Symptom Improvement During Depression Treatment Using Sleep Sensory Data.
Chinmaey Shende, Soumyashree Sahoo, Stephen Sam, Parit Patel, Reynaldo Morillo, Xinyu Wang, Shweta Ware, Jinbo Bi, Jayesh Kamath, Alexander Russell, Dongjin Song, Bing Wang.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. (IMWUT/UbiComp), October 2023.
- Automatic depression prediction using Internet traffic characteristics on smartphones
C. Yue, S. Ware, R. Morillo, J. Lu, C. Shang, J. Bi, J. Kamath, A. Russell, A. Bamis, and B. Wang.
Smart Health. Vol. 18. November, 2020.
- A Control Theoretic Approach to ABR Video Streaming: A Fresh Look at PID-based Rate Adaptation
Yanyuan Qin, Ruofan Jin, Shuai Hao, Krishna R. Pattipati, Feng Qian, Subhabrata Sen, Chaoqun Yue, and Bing Wang.
IEEE Transactions on Mobile Computing, Vol. 19, No. 11, November 2020.
- Predicting Depressive Symptoms Using Smartphone Data.
(pdf) (2020 Most Downloaded Paper Award)
Shweta Ware, Chaoqun Yue, Reynaldo Morillo, Jin Lu, Chao Shang, Jinbo Bi, Alexander Russell, Jayesh Kamath, Athanasios Bamis, and Bing Wang.
Vol. 15, Smart Health Journal, March 2020 (ACM/IEEE CHASE, October 2019).
- Large-scale Automatic Depression Screening Using Meta-data from WiFi Infrastructure
Shweta Ware, Chaoqun Yue, Reynaldo Morillo, Jin Lu, Chao Shang, Jayesh Kamath, Athanasios Bamis, Jinbo Bi, Alexander Russell, and Bing Wang.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Vol. 2, No. 4, December 2018 (Ubicomp 2019).
- Fusing Location Data for Depression Prediction
Chaoqun Yue, Shweta Ware, Reynaldo Morillo, Jin Lu, Chao Shang, Jinbo Bi, Jayesh Kamath, Alexander Russell, Athanasios Bamis, and Bing Wang.
IEEE Transactions on Big Data, October 2018.
- Joint Modeling of Heterogeneous Sensing Data for Depression Assessment via Multi-task Learning
Jin Lu, Chao Shang, Chaoqun Yue, Reynaldo Morillo, Shweta Ware, Jayesh Kamath, Athanasios Bamis, Alexander Russell, Bing Wang, and Jinbo Bi.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (IMWUT), Vol. 2, No. 1, March 2018. (Ubicomp 2018, October 2018).
- Delay Monitoring for Wireless Sensor Networks: An Architecture Using Air Sniffers
Wei Zeng, Jordan Cote, Xian Chen, Yoo-Ah Kim, Wei Wei, Kyoungwon Suh, Bing Wang and Zhijie Jerry Shi.
Elsevier Journal of Ad Hoc Networks, Vol. 13, Part B, pp. 549-559, February 2014.
- Classification of Access Network Types: Ethernet, Wireless LAN, ADSL, Cable Modem or Dialup?
Wei Wei, Bing Wang, Chun Zhang, Jim Kurose and Don Towsley.
Elsevier Journal of Computer Networks, Vol. 52, No. 17, pp. 3205-3217, December 2008.
- Periodic Broadcast and Patching Services - Implementation, Measurement, and Analysis in an Internet Streaming Video Testbed
Michael K. Bradshaw, Bing Wang, Subhabrata Sen, Lixin Gao, Jim Kurose, Prashant Shenoy and Don Towsley.
ACM Mulitmedia Systems Journal, Special Issue on Multimedia Distribution, Vol. 9, Issue 1, pp. 78-93, July 2003.
Conference Papers
- Using Mobile Daily Mood and Anxiety Self-ratings to Predict Depression Symptom Improvement.
Soumyashree Sahoo, Chinmaey Shende, Md Zakir Hossain, Parit Patel, Xinyu Wang, Md Ishtyaq Mahmud, Jinbo Bi, Jayesh Kamath, Alexander Russell, Dongjin Song, Bing Wang.
IEEE Proceeding for CHASE, June 2024.
- BGPy: The BGP Python Security Simulator.
Justin Furuness, Cameron Morris, Reynaldo Morillo, Amir Herzberg, and Bing Wang.
Proceedings of the 16th Cyber Security Experimentation and Test Workshop, August 2023.
- ROV++: Improved deployable defense against BGP hijacking.
Reynaldo Morillo, Justin Furuness, Cameron Morris, James Breslin, Amir Herzberg, and Bing Wang.
Proceedings of NDSS, February 2021.
- Fusing Location Data for Depression Prediction
Chaoqun Yue, Shweta Ware, Reynaldo Morillo, Jin Lu, Chao Shang, Jinbo Bi, Jayesh Kamath, Alexander Russell, Athanasios Bamis, and Bing Wang.
Proceedings of Ubiquitous Intelligence and Computing (UIC), August 2017.
- Behavior vs. Introspection: Refining prediction of clinical depression via smartphone sensing data
Asma Ahmad Farhan, Chaoqun Yue, Reynaldo Morillo, Shweta Ware, Jin Lu, Jinbo Bi, Jayesh Kamath, Alexander Russell, Athanasios Bamis, and Bing Wang.
Proceedings of IEEE Wireless Health Conference, October 2016.
- Correlating S&P 500 Stocks with Twitter Data
Yuexin Mao, Bing Wang, Wei Wei and Benyuan Liu.
Proceeding of ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research (HotSocial) , Beijing, China, August 2012.
- Multimedia Streaming via TCP: An Analytic Performance Study
Bing Wang, Jim Kurose, Prashant Shenoy and Don Towsley.
Proceedings of ACM Multimedia (Multimedia 2004), New York City, October 2004 [pdf].
A short version appeared in Proceedings of ACM SIGMETRICS (SIGMETRICS 2004), New York City, June 2004 [pdf].
A longer version is currently available as UMass CMPSCI Technical Report 04-21 [pdf].
- AMPS: A Flexible, Scalable Proxy Testbed for Implementing Streaming Services
Xiaolan Zhang, Michael K. Bradshaw, Yang Guo, Bing Wang, Jim Kurose, Prashant Shenoy and Don Towsley.
Proceedings of Network and Operating System Support for Digital Audio and Video (NOSSDAV 2004), , Kinsale, Ireland, June 2004 [pdf].
A longer version is currently available as UMass CMPSCI Technical Report 04-08 [pdf].
- Periodic Broadcast and Patching Services - Implementation, Measurement, and Analysis in an Internet Streaming Video Testbed
Michael K. Bradshaw, Bing Wang, Subhabrata Sen, Lixin Gao, Jim Kurose, Prashant Shenoy and Don Towsley.
Proceedings of ACM Multimedia (Multimedia 2001), Ottawa, Canada, October 2001 [pdf].
Proceedings of ACM Multimedia (Multimedia 2001), demo abstract, Ottawa, Canada, October 2001[pdf].
A short version appeared in Proceedings of ACM SIGMETRICS (SIGMETRICS 2001), Cambridge, MA, June 2001 [pdf].
A longer version is currently available as UMass CMPSCI Technical Report 00-56 [pdf].
Technical Reports
- Empirical Study of Proxy-assisted Video Streaming Over the Best-effort Internet
Bing Wang, Michael K. Bradshaw, Yang Guo, Jim Kurose, Subhabrata Sen, Prashant Shenoy, Don Towsley, Wei Wei and Ellen (Xiaolan) Zhang.
UMass CMPSCI Technical Report 03-33.
- Techniques for Reducing Bandwidth Overheads of Interactivity in Patching
Bing Wang, Subhabrata Sen, Lixin Gao and Don Towsley.
UMass CMPSCI Technical Report 01-24.