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The antibody response to Plasmodium falciparum : cues for vaccine design and the discovery of receptor-based antibodies

Tan, Joshua ; Piccoli, Luca ; Lanzavecchia, Antonio

In: Annual Review of Immunology

P. falciparum remains a serious public health problem and a continuous challenge for the immune system due to the complexity and diversity of the pathogen. Recent advances from several laboratories in the characterization of the antibody response to the parasite have led to the identification of critical targets for protection and revealed a new mechanism of diversification based on the...

FJProf : profiling fork/join applications on the Java virtual machine

Rosales, Eduardo ; Rosà, Andrea ; Binder, Walter

An efficient fork/join application should maximize parallelism while minimizing overheads, and maximize locality while minimizing contention. However, there is no unique optimal implementation that best resolves such tradeoffs and failing in balancing them may lead to fork/join applications suffering from several issues (e.g., suboptimal forking, load imbalance, excessive synchronization),...

Revisiting user mobility and social relationships in lbsns : a hypergraph embedding approach

Dingqi, Yang ; Qu, Bingqing ; Jie, Yang ; Cudré-Mauroux, Philippe

In: Proceedings of the Web Conference (WWW 2019)

Activelink: deep active learning for link prediction in knowledge graphs

Ostapuk, Natalia ; Yang, Jie ; Cudré-Mauroux, Philippe

In: Proceedings of the Web Conference (WWW 2019)

Scalpel-cd: leveraging crowdsourcing and deep probabilistic modeling for debugging noisy training data

Yang, Jie ; Smirnova, Alisa ; Yang, Dingqi ; Demartini, Gianluca ; Yuan, Lu ; Cudré-Mauroux, Philippe

In: Proceedings of the Web Conference (WWW 2019)

Accuracy evaluation of overlapping and multi-resolution clustering algorithms on large datasets

Lutov, Artem ; Khayati, Mourad ; Cudré-Mauroux, Philippe

Playing Atari with six neurons

Cuccu, Giuseppe ; Togelius, Julian ; Philippe, Cudré-Mauroux

In: International Conference on Autonomous Agents and Multiagent Systems AAMAS 2019

How do crowdworker communities and microtask markets influenceeach other? a data-driven study on amazon mechanical turk

Yang, Jie ; van der Valk, Carlo ; Hossfeld, Tobias ; Redi, Judith ; Bozzon, Alessandro

In: AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2018

Crowdworker online communities -- operating in fora like mTurkForum and TurkerNation -- are an important actor in microwork markets. Albeit central to market dynamics, how the behavior of crowdworker communities and the dynamics of online marketplaces influence each other is yet to be understood. To provide quantitative evidence of such influence, we performed an analysis on 6-years worth of...

LearningQ: a large-scale dataset for educational question generation

Chen, Guanliang ; Yang, Jie ; Hauff, Claudia ; Houben, Geert-Jan

In: AAAI 2018: Conference on Artificial Intelligence; New Orleans, Louisiana, USA

Geographic differential privacy for mobile crowd coverage maximization

Wang, Leye ; Qin, Gehua ; Yang, Dingqi ; Han, Xiao ; Ma, Xiaojuan

In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI'18), New Orleans, USA

For real-world mobile applications such as location-based advertising and spatial crowdsourcing, a key to success is targeting mobile users that can maximally cover certain locations in a future period. To find an optimal group of users, existing methods often require information about users' mobility history, which may cause privacy breaches. In this paper, we propose a method to maximize...