Cecilia Mascolo

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 162

Top Venues

CoRR

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

KDD

ICWSM

Publications

Changshuo Hu, Thivya Kandappu, Jake Stuchbury-Wass, Yang Liu, Anthony Tang, Cecilia Mascolo, Dong Ma
Detecting Foot Strikes during Running with Earbuds. BodySys@MobiSys (2024)
Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Akhil Mathur, Cecilia Mascolo
Balancing Continual Learning and Fine-tuning for Human Activity Recognition. CoRR (2024)
Yuwei Zhang, Tong Xia, Jing Han, Yu Wu, Georgios Rizos, Yang Liu, Mohammed Mosuily, Jagmohan Chauhan, Cecilia Mascolo
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking. CoRR (2024)
Yang Liu, Kayla-Jade Butkow, Jake Stuchbury-Wass, Adam Pullin, Dong Ma, Cecilia Mascolo
RespEar: Earable-Based Robust Respiratory Rate Monitoring. CoRR (2024)
Kayla-Jade Butkow, Ting Dang, Andrea Ferlini, Dong Ma, Yang Liu, Cecilia Mascolo
An evaluation of heart rate monitoring with in-ear microphones under motion. Pervasive Mob. Comput. 100 (2024)
Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers. CoRR (2024)
Tong Xia, Abhirup Ghosh, Xinchi Qiu, Cecilia Mascolo
FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation. KDD (2024)
Changshuo Hu, Thivya Kandappu, Yang Liu, Cecilia Mascolo, Dong Ma
BreathPro: Monitoring Breathing Mode during Running with Earables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Cecilia Mascolo, Akhil Mathur
Kaizen: Practical self-supervised continual learning with continual fine-tuning. WACV (2024)
Tamisa Ketmalasiri, Yu Yvonne Wu, Kayla-Jade Butkow, Cecilia Mascolo, Yang Liu
IMChew: Chewing Analysis using Earphone Inertial Measurement Units. BodySys@MobiSys (2024)
Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers. PerCom (2024)
Kayla-Jade Butkow, Ting Dang, Andrea Ferlini, Dong Ma, Cecilia Mascolo
hEARt: Motion-resilient Heart Rate Monitoring with In-ear Microphones. PERCOM (2023)
Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms. CoRR (2023)
Tong Xia, Abhirup Ghosh, Cecilia Mascolo
FLea: Improving federated learning on scarce and label-skewed data via privacy-preserving feature augmentation. CoRR (2023)
Abhirup Ghosh, Cecilia Mascolo
Modeling with Homophily Driven Heterogeneous Data in Gossip Learning. IJCAI (2023)
Jake Stuchbury-Wass, Erika Bondareva, Kayla-Jade Butkow, Sanja Scepanovic, Zoran Radivojevic, Cecilia Mascolo
Heart Rate Extraction from Abdominal Audio Signals. ICASSP (2023)
Terry Fawden, Lorena Qendro, Cecilia Mascolo
Uncertainty-Informed On-Device Personalisation Using Early Exit Networks on Sensor Signals. EUSIPCO (2023)
Ting Dang, Jing Han, Tong Xia, Erika Bondareva, Chloë Siegele-Brown, Jagmohan Chauhan, Andreas Grammenos, Dimitris Spathis, Pietro Cicuta, Cecilia Mascolo
Conditional Neural ODE Processes for Individual Disease Progression Forecasting: A Case Study on COVID-19. KDD (2023)
Tong Xia, Jing Han, Abhirup Ghosh, Cecilia Mascolo
Cross-Device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection. ICASSP (2023)
Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms. SenSys (2023)
Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo, Björn W. Schuller
A summary of the ComParE COVID-19 challenges. Frontiers Digit. Health 5 (2023)
Jacob Brown, Yang Liu, Cecilia Mascolo
Yawning Detection using Earphone Inertial Measurement Units. SmartWear@MobiCom (2023)
Jake Stuchbury-Wass, Erika Bondareva, Kayla-Jade Butkow, Sanja Scepanovic, Zoran Radivojevic, Cecilia Mascolo
Heart Rate Extraction from Abdominal Audio Signals. CoRR (2023)
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction. CoRR (2023)
Sotirios Vavaroutas, Lorena Qendro, Cecilia Mascolo
Uncertainty Estimation with Data Augmentation for Active Learning Tasks on Health Data. EMBC (2023)
Laya Jose, Shlomo Berkovsky, Hao Xiong, Cecilia Mascolo, Roneel V. Sharan
Denoising Cough Sound Recordings Using Neural Networks. EMBC (2023)
Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Cecilia Mascolo, Akhil Mathur
Practical self-supervised continual learning with continual fine-tuning. CoRR (2023)
Erika Bondareva, Georgios Rizos, Jing Han, Cecilia Mascolo
Embracing the Imaginary: Deep Complex-valued Networks for Heart Murmur Detection. CinC (2023)
Tong Xia, Jing Han, Abhirup Ghosh, Cecilia Mascolo
Cross-device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection. CoRR (2023)
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction. MLHC (2023)
Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas D. Lane, Cecilia Mascolo
TinyTrain: Deep Neural Network Training at the Extreme Edge. CoRR (2023)
Lorena Qendro, Cecilia Mascolo
Towards Adversarial Robustness with Early Exit Ensembles. EMBC (2022)
Ting Dang, Thomas Quinnell, Cecilia Mascolo
Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch. INTERSPEECH (2022)
Andrea Ferlini, Dong Ma, Lorena Qendro, Cecilia Mascolo
Mobile Health With Head-Worn Devices: Challenges and Opportunities. IEEE Pervasive Comput. 21 (3) (2022)
Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo, Björn W. Schuller
A Summary of the ComParE COVID-19 Challenges. CoRR (2022)
Yingying (Jennifer) Chen, Cecilia Mascolo
Women in Networks: Professor Cecilia Mascolo. IEEE Netw. 36 (4) (2022)
Anish Das, Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
Enabling On-Device Smartphone GPU based Training: Lessons Learned. PerCom Workshops (2022)
Nhat Pham, Hong Jia, Minh Tran, Tuan Dinh, Nam Bui, Young Kwon, Dong Ma, Phuc Nguyen, Cecilia Mascolo, Tam Vu
PROS: an efficient pattern-driven compressive sensing framework for low-power biopotential-based wearables with on-chip intelligence. MobiCom (2022)
Ting Dang, Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo
COVID-19 Disease Progression Prediction via Audio Signals: A Longitudinal Study. CoRR (2022)
Dimitris Spathis, Ignacio Perez-Pozuelo, Laia Marques-Fernandez, Cecilia Mascolo
Breaking away from labels: The promise of self-supervised machine learning in intelligent health. Patterns 3 (2) (2022)
Zahra Tarkhani, Lorena Qendro, Malachy O'Connor Brown, Oscar Hill, Cecilia Mascolo, Anil Madhavapeddy
Enhancing the Security & Privacy of Wearable Brain-Computer Interfaces. CoRR (2022)
Dong Ma, Chi Ian Tang, Cecilia Mascolo
Improving Feature Generalizability with Multitask Learning in Class Incremental Learning. CoRR (2022)
Anish Das, Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
Enabling On-Device Smartphone GPU based Training: Lessons Learned. CoRR (2022)
Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers. IPSN (2022)
Dong Ma, Chi Ian Tang, Cecilia Mascolo
Improving Feature Generalizability with Multitask Learning in Class Incremental Learning. ICASSP (2022)
Apinan Hasthanasombat, Abhirup Ghosh, Dimitris Spathis, Cecilia Mascolo
Investigating Domain-agnostic Performance in Activity Recognition using Accelerometer Data. UbiComp/ISWC Adjunct (2022)
Jake Stuchbury-Wass, Andrea Ferlini, Cecilia Mascolo
Multimodal Attention Networks for Human Activity Recognition From Earable Devices. UbiComp/ISWC Adjunct (2022)
Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
Longitudinal cardio-respiratory fitness prediction through free-living wearable sensors. CoRR (2022)
Jagmohan Chauhan, Young D. Kwon, Cecilia Mascolo
Exploring On-Device Learning Using Few Shots for Audio Classification. EUSIPCO (2022)
Alexander Campbell, Lorena Qendro, Pietro Liò, Cecilia Mascolo
Robust and Efficient Uncertainty Aware Biosignal Classification via Early Exit Ensembles. ICASSP (2022)
Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers. CoRR (2022)
Erika Bondareva, Tong Xia, Jing Han, Cecilia Mascolo
Towards Uncertainty-Aware Murmur Detection in Heart Sounds via Tandem Learning. CinC (2022)
Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Yu Wu, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
Longitudinal cardio-respiratory fitness prediction through wearables in free-living environments. npj Digit. Medicine 5 (2022)
Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloë Brown, Jagmohan Chauhan, Ting Dang, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo
Sounds of COVID-19: exploring realistic performance of audio-based digital testing. npj Digit. Medicine 5 (2022)
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Soren Brage, Nicholas J. Wareham, Cecilia Mascolo
Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction. CoRR (2022)
Erika Bondareva, Marios Constantinides, Michael S. Eggleston, Ireneusz Jablonski, Cecilia Mascolo, Zoran Radivojevic, Sanja Scepanovic
Stress Inference from Abdominal Sounds using Machine Learning. EMBC (2022)
Erika Bondareva, Jing Han, William Bradlow, Cecilia Mascolo
Segmentation-free Heart Pathology Detection Using Deep Learning. CoRR (2021)
Kayla-Jade Butkow, Ting Dang, Andrea Ferlini, Dong Ma, Cecilia Mascolo
Motion-resilient Heart Rate Monitoring with In-ear Microphones. CoRR (2021)
Andrea Ferlini, Dong Ma, Robert Harle, Cecilia Mascolo
EarGate: Gait-based User Identification with In-ear Microphones. CoRR (2021)
Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
Self-supervised transfer learning of physiological representations from free-living wearable data. CHIL (2021)
Benjamin Lucas Searle, Dimitris Spathis, Marios Constantinides, Daniele Quercia, Cecilia Mascolo
Anticipatory Detection of Compulsive Body-focused Repetitive Behaviors with Wearables. CoRR (2021)
Dionysis Manousakas, Cecilia Mascolo
β-Cores: Robust Large-Scale Bayesian Data Summarization in the Presence of Outliers. WSDM (2021)
Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications. CoRR (2021)
Jing Han, Zixing Zhang, Cecilia Mascolo, Elisabeth André, Jianhua Tao, Ziping Zhao, Björn W. Schuller
Deep Learning for Mobile Mental Health: Challenges and recent advances. IEEE Signal Process. Mag. 38 (6) (2021)
Lorena Qendro, Jagmohan Chauhan, Alberto Gil C. P. Ramos, Cecilia Mascolo
The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms. CoRR (2021)
Lorena Qendro, Alexander Campbell, Pietro Liò, Cecilia Mascolo
High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm. CoRR (2021)
Tong Xia, Dimitris Spathis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Jing Han, Apinan Hasthanasombat, Erika Bondareva, Ting Dang, Andres Floto, Pietro Cicuta, Cecilia Mascolo
COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening. NeurIPS Datasets and Benchmarks (2021)
Jing Han, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Cecilia Mascolo
Exploring Automatic COVID-19 Diagnosis via Voice and Symptoms from Crowdsourced Data. ICASSP (2021)
Dong Ma, Andrea Ferlini, Cecilia Mascolo
OESense: Employing Occlusion Effect for In-ear Human Sensing. CoRR (2021)
Erika Bondareva, Elín Rós Hauksdóttir, Cecilia Mascolo
Earables for Detection of Bruxism: a Feasibility Study. UbiComp/ISWC Adjunct (2021)
Erika Bondareva, Jing Han, William Bradlow, Cecilia Mascolo
Segmentation-free Heart Pathology Detection Using Deep Learning. EMBC (2021)
Andrea Ferlini, Alessandro Montanari, Andreas Grammenos, Robert Harle, Cecilia Mascolo
Enabling In-Ear Magnetic Sensing: Automatic and User Transparent Magnetometer Calibration. PerCom (2021)
Lorena Qendro, Alexander Campbell, Pietro Liò, Cecilia Mascolo
Early Exit Ensembles for Uncertainty Quantification. ML4H@NeurIPS (2021)
Ashwin Ahuja, Andrea Ferlini, Cecilia Mascolo
PilotEar: Enabling In-ear Inertial Navigation. UbiComp/ISWC Adjunct (2021)
Kevalee Shah, Dimitris Spathis, Chi Ian Tang, Cecilia Mascolo
Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes. CoRR (2021)
Jing Han, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Cecilia Mascolo
Exploring Automatic COVID-19 Diagnosis via voice and symptoms from Crowdsourced Data. CoRR (2021)
Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Léon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. Interspeech (2021)
Erika Bondareva, Elín Rós Hauksdóttir, Cecilia Mascolo
Earables for Detection of Bruxism: a Feasibility Study. CoRR (2021)
Dong Ma, Andrea Ferlini, Cecilia Mascolo
Innovative Human Motion Sensing With Earbuds. GetMobile Mob. Comput. Commun. 25 (4) (2021)
Jordan Cambe, Krittika D'Silva, Anastasios Noulas, Cecilia Mascolo, Adam Waksman
Modelling Cooperation and Competition in Urban Retail Ecosystems with Complex Network Metrics. CoRR (2021)
Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Léon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. CoRR (2021)
Dong Ma, Andrea Ferlini, Cecilia Mascolo
OESense: employing occlusion effect for in-ear human sensing. MobiSys (2021)
Young D. Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui, Cecilia Mascolo
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications. CoRR (2021)
Krittika D'Silva, Jordan Cambe, Anastasios Noulas, Cecilia Mascolo, Adam Waksman
Modelling Urban Dynamics with Multi-Modal Graph Convolutional Networks. CoRR (2021)
Lorena Qendro, Jagmohan Chauhan, Alberto Gil C. P. Ramos, Cecilia Mascolo
The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms. SEC (2021)
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data. CoRR (2021)
Benjamin Lucas Searle, Dimitris Spathis, Marios Constantinides, Daniele Quercia, Cecilia Mascolo
Anticipatory Detection of Compulsive Body-focused Repetitive Behaviors with Wearables. MobileHCI (2021)
Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloë Brown, Jagmohan Chauhan, Ting Dang, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo
Sounds of COVID-19: exploring realistic performance of audio-based digital testing. CoRR (2021)
Ashwin Ahuja, Andrea Ferlini, Cecilia Mascolo
PilotEar: Enabling In-ear Inertial Navigation. CoRR (2021)
Young D. Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui, Cecilia Mascolo
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications. SEC (2021)
Tong Xia, Jing Han, Lorena Qendro, Ting Dang, Cecilia Mascolo
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data. Interspeech (2021)
Sandra Servia Rodríguez, Cecilia Mascolo, Young D. Kwon
Knowing when we do not know: Bayesian continual learning for sensing-based analysis tasks. CoRR (2021)
Tong Xia, Jing Han, Cecilia Mascolo
Benchmarking Uncertainty Qualification on Biosignal Classification Tasks under Dataset Shift. CoRR (2021)
Tong Xia, Jing Han, Lorena Qendro, Ting Dang, Cecilia Mascolo
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data. CoRR (2021)
Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications. Interspeech (2021)
Andrea Ferlini, Dong Ma, Robert Harle, Cecilia Mascolo
EarGate: gait-based user identification with in-ear microphones. MobiCom (2021)
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Sourav Bhattacharya, Dionysis Manousakas, Alberto Gil C. P. Ramos, Stylianos I. Venieris, Nicholas D. Lane, Cecilia Mascolo
Countering Acoustic Adversarial Attacks in Microphone-equipped Smart Home Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Andreas Grammenos, Rodrigo Mendoza-Smith, Jon Crowcroft, Cecilia Mascolo
Federated Principal Component Analysis. NeurIPS (2020)
Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
Learning Generalizable Physiological Representations from Large-scale Wearable Data. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Cecilia Mascolo