Tong Xia

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 69

Top Topics

Convolutional Network

Reinforcement Learning

Trajectory Data

Disease Progression

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

ACM Trans. Knowl. Discov. Data

Publications

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)
Bangbang Gao, Hui Zhou, Lingqian Wang, Yamei Cao, Bo Yu, Tong Xia, Zhefeng Wei, Hongliang Zhang, Wenbo Sun
Nonstationary Prestack Linear Bayesian Stochastic Inversion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tong Xia, Xuancheng Ren, Yuntian Liu, Niutao Liu, Feng Xu, Ya-Qiu Jin
Detection of Surface Rocks and Small Craters in Permanently Shadowed Regions of the Lunar South Pole Based on YOLOv7 and Markov Random Field Algorithms in SAR Images. Remote. Sens. 16 (11) (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)
Tong Xia, Yong Li, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin
History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Zefang Zong, Tong Xia, Meng Zheng, Yong Li
Reinforcement Learning for Solving Multiple Vehicle Routing Problem with Time Window. ACM Trans. Intell. Syst. Technol. 15 (2) (2024)
Tong Xia, Abhirup Ghosh, Cecilia Mascolo
FLea: Improving federated learning on scarce and label-skewed data via privacy-preserving feature augmentation. CoRR (2023)
Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Tong Xia, Niels van Berkel
FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing. UbiComp/ISWC Adjunct (2023)
Zhenyu Han, Yanxin Xi, Tong Xia, Yu Liu, Yong Li
Devil in the Landscapes: Inferring Epidemic Exposure Risks from Street View Imagery. SIGSPATIAL/GIS (2023)
Tao Feng, Sirui Song, Tong Xia, Yong Li
Contact Tracing and Epidemic Intervention via Deep Reinforcement Learning. ACM Trans. Knowl. Discov. Data 17 (3) (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)
Yuchong Li, Tong Xia, Huoling Luo, Baochun He, Fucang Jia
MT-FiST: A Multi-Task Fine-Grained Spatial-Temporal Framework for Surgical Action Triplet Recognition. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Tong Xia, Niels van Berkel
FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing. CoRR (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)
Zhenyu Han, Yanxin Xi, Tong Xia, Yu Liu, Yong Li
Devil in the Landscapes: Inferring Epidemic Exposure Risks from Street View Imagery. CoRR (2023)
Martin Wagner, Beat P. Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Carissa Reid, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtac, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. Medical Image Anal. 86 (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)
Yali Fan, Zhen Tu, Tong Li, Hancheng Cao, Tong Xia, Yong Li, Xiang Chen, Lin Zhang
Understanding the Long-Term Dynamics of Mobile App Usage Context via Graph Embedding. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Anal. 86 (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)
Jie Feng, Yong Li, Kai Zhao, Zhao Xu, Tong Xia, Jinglin Zhang, Depeng Jin
DeepMM: Deep Learning Based Map Matching With Data Augmentation. IEEE Trans. Mob. Comput. 21 (7) (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)
Erzhuo Shao, Huandong Wang, Jie Feng, Tong Xia, Hedong Yang, Lu Geng, Depeng Jin, Yong Li
DeepFlowGen: Intention-Aware Fine Grained Crowd Flow Generation via Deep Neural Networks. IEEE Trans. Knowl. Data Eng. 34 (12) (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)
Tong Li, Yong Li, Mohammad Ashraful Hoque, Tong Xia, Sasu Tarkoma, Pan Hui
To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage. IEEE Trans. Mob. Comput. 21 (4) (2022)
Tao Feng, Tong Xia, Xiaochen Fan, Huandong Wang, Zefang Zong, Yong Li
Precise Mobility Intervention for Epidemic Control Using Unobservable Information via Deep Reinforcement Learning. KDD (2022)
Tong Li, Tong Xia, Huandong Wang, Zhen Tu, Sasu Tarkoma, Zhu Han, Pan Hui
Smartphone App Usage Analysis: Datasets, Methods, and Applications. IEEE Commun. Surv. Tutorials 24 (2) (2022)
Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. CoRR (2022)
Erika Bondareva, Tong Xia, Jing Han, Cecilia Mascolo
Towards Uncertainty-Aware Murmur Detection in Heart Sounds via Tandem Learning. CinC (2022)
Tao Feng, Huandong Wang, Xiaochen Fan, Tong Xia, Yong Li
Reviving the economy while saving lives: a deep reinforcement learning approach for smart POI reopening. SIGSPATIAL/GIS (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)
Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li
AttnMove: History Enhanced Trajectory Recovery via Attentional Network. CoRR (2021)
Yunke Zhang, Fengli Xu, Tong Xia, Yong Li
Quantifying the Causal Effect of Individual Mobility on Health Status in Urban Space. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (4) (2021)
Tao Feng, Sirui Song, Tong Xia, Yong Li
Reinforced Contact Tracing and Epidemic Intervention. CoRR (2021)
Martin Wagner, Beat Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark. CoRR (2021)
Zefang Zong, Tao Feng, Tong Xia, Depeng Jin, Yong Li
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey. 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)
Erzhuo Shao, Jie Feng, Yingheng Wang, Tong Xia, Yong Li
One-shot Transfer Learning for Population Mapping. CoRR (2021)
Wenjing Jiang, Tong Xia, Zhiqiong Wang, Fucang Jia
Semi-supervised Surgical Tool Detection Based on Highly Confident Pseudo Labeling and Strong Augmentation Driven Consistency. DGM4MICCAI/DALI@MICCAI (2021)
Tong Xia, Junjie Lin, Yong Li, Jie Feng, Pan Hui, Funing Sun, Diansheng Guo, Depeng Jin
3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction. ACM Trans. Knowl. Discov. Data 15 (6) (2021)
Abhirup Ghosh, Tong Xia
Mobility-based Individual POI Recommendation to Control the COVID-19 Spread. IEEE BigData (2021)
Erzhuo Shao, Jie Feng, Yingheng Wang, Tong Xia, Yong Li
One-shot Transfer Learning for Population Mapping. CIKM (2021)
Tong Xia, Fucang Jia
Against spatial-temporal discrepancy: contrastive learning-based network for surgical workflow recognition. Int. J. Comput. Assist. Radiol. Surg. 16 (5) (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)
Hongyu Chen, Xiao Ma, Tong Xia, Fucang Jia
Semi-supervised Semantic Segmentation of Cataract Surgical Images based on DeepLab v3+. ICCDA (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)
Tong Xia, Yong Li, Yue Yu, Fengli Xu, Qingmin Liao, Depeng Jin
Understanding Urban Dynamics via State-Sharing Hidden Markov Model. IEEE Trans. Knowl. Data Eng. 33 (10) (2021)
Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li
AttnMove: History Enhanced Trajectory Recovery via Attentional Network. AAAI (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)
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)
Dianlei Xu, Yong Li, Tong Xia, Jianbo Li, Pan Hui
Portfolio Optimization in Traffic Offloading: Concept, Model, and Algorithms. IEEE Trans. Mob. Comput. 20 (2) (2021)
Tong Xia, Jing Han, Lorena Qendro, Ting Dang, Cecilia Mascolo
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data. Interspeech (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)
Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Jing Han, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Cecilia Mascolo
Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data. CoRR (2020)
Tong Xia, Yong Li, Jie Feng, Depeng Jin, Qing Zhang, Hengliang Luo, Qingmin Liao
DeepApp: Predicting Personalized Smartphone App Usage via Context-Aware Multi-Task Learning. ACM Trans. Intell. Syst. Technol. 11 (6) (2020)
Jie Feng, Ziqian Lin, Tong Xia, Funing Sun, Diansheng Guo, Yong Li
A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling. IJCAI (2020)
Yue Yu, Tong Xia, Huandong Wang, Jie Feng, Yong Li
Semantic-aware Spatio-temporal App Usage Representation via Graph Convolutional Network. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Jieli Yin, Yali Fan, Tong Xia, Yong Li, Xiang Chen, Zhi Zhou, Xu Chen
Mobile App Usage Patterns Aware Smart Data Pricing. IEEE J. Sel. Areas Commun. 38 (4) (2020)
Fengli Xu, Zongyu Lin, Tong Xia, Diansheng Guo, Yong Li
SUME: Semantic-enhanced Urban Mobility Network Embedding for User Demographic Inference. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Jing Han, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Cecilia Mascolo
Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data. KDD (2020)
Kai Zhao, Jie Feng, Zhao Xu, Tong Xia, Lin Chen, Funing Sun, Diansheng Guo, Depeng Jin, Yong Li
DeepMM: Deep Learning Based Map Matching with Data Augmentation. SIGSPATIAL/GIS (2019)
Tong Xia, Sumit Bhardwaj, Pavel A. Dmitriev, Aleksander Fabijan
Safe velocity: a practical guide to software deployment at scale using controlled rollout. ICSE (SEIP) (2019)
Tong Xia, Yue Yu, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin, Yong Li
Understanding Urban Dynamics via State-sharing Hidden Markov Model. WWW (2019)
Sirui Song, Tong Xia, Depeng Jin, Pan Hui, Yong Li
UrbanRhythm: Revealing Urban Dynamics Hidden in Mobility Data. CoRR (2019)
Tong Xia, Yong Li
Revealing Urban Dynamics by Learning Online and Offline Behaviours Together. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (1) (2019)
Fengli Xu, Tong Xia, Hancheng Cao, Yong Li, Funing Sun, Fanchao Meng
Detecting Popular Temporal Modes in Population-scale Unlabelled Trajectory Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Tong Xia, Fengli Xu, Jieli Yin, Xiang Chen, Yong Li, Qingmin Liao
Detecting Human Interaction Borders in City: The Shanghai Case. UbiComp/ISWC Adjunct (2018)