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News
Recent News
Oct/2020: Invited to be a Senior TPC in IJCAI 2021.
Oct/2020: A Postdoctoral Research Fellow position now is available, anyone interested is welcome to apply.
Oct/2020: Welcome Tianle Zhang, who graduated from Central South University, to start his PhD in our group.
Oct/2020: Invited to be a TPC in AAMAS 2021.
Oct/2020: Our paper Memory Augmented Hierarchical Attention Network for Next Point-of-Interest Recommendation is accepted by IEEE Trans. on Computational Social Systems with minor revisions.
Oct/2020: Welcome Siqi Sun, who graduated from China University of Geosciences, to start her PhD in our group.
Sep/2020: Our paper Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation: An Empirical Study is accepted by ACM Trans. on Computing for Healthcare. We conducted an in-depth study based on 10-year's spatiotemporal morbidity rates of chronic diseases in more than 500 regions of London to verify if spatiotemporal correlations can be leveraged for data inference using only a small number of samples.
Sep/2020: Welcome Han Wu, who graduated from Huazhong University of Science and Technology, to start his PhD in our group.
Sep/2020: My PhD student Yanghao got his paper Generalizing Universal Adversarial Attacks Beyond Additive Perturbations accepted by ICDM 2020, we released our Universal Adversarial Attack tool - GUAP.
Sep/2020: Our tutorial proposal on “Adversarial Robustness of Deep Learning Theory, Algorithms, and Applications” is one of four tutorials that are accepted by ICDM 2020.
Aug/2020: Invited to be a TPC in AAAI 2021.
July/2020: Our paper A Survey of Safety and Trustworthiness of Deep Neural Networks: Verification, Testing, Adversarial Attack and Defence, and Interpretability is accepted by Computer Science Review. We conducted a comprehensive survey of the current research effort into making DNNs safe and trustworthy from four aspects: verification, testing, adversarial attack and defence, and interpretability.
May/2020: Invited to be a TPC in CIKM 2020.
Feb/2020: Our research was covered by multiple media: Lancaster University News, EurekAlert, ScienceBlog, eScience News, Science X, and Heriot-Watt University News.
Feb/2020: Welcome Ronghui Mu, who gradudated from UCL, to start her PhD in our group.
Feb/2020: Invited by Prof Michael Sheng from Macquarie University, I give a talk about Robustness of Deep Neural Networks in his group.
Jan/2020: Welcome Yanghao Zhang, who graduated from University of Southampton, to start his PhD in our group.
2019
Dec/2019: Invited by Prof Zhi Jin from Peking University, I give a talk about Robustness of Deep Neural Networks at Key Lab of High Confidence Software Technologies, Ministry of Education.
Nov/2019: Got a Partnership Resource Fund from ORCA Hub for the project “Towards Accountable and Explainable Learning-enabled Autonomous Robotic Systems”, the overall amount is £180K.
Nov/2019: Invited to be a TPC in CAiSE 2020.
Nov/2019: Our paper AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration, is accepted by AAAI 2020 with Oral Presentation, our code is released.
Nov/2019: Our paper ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context is accepted by AAAI 2020, our code is released.
Nov/2019: Invited to be a PC in ICML 2020.
Nov/2019: Welcome Chi Zhang, who graduated from Zhejiang University, to start her PhD in our group.
Oct/2019: Got a subcontract from Liverpool University, funded by Defence Science and Technology Laboratory, to work on the project “Test Coverage Metrics for Artificial Intelligence V2”, the overall amount is £15K.
June/2019: Our paper Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles is accepted by IROS 2019.
May/2019: Our paper A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees is accepted by Theoretical Computer Science, our verification tool DeepGame is released.
May/2019: Our paper Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance is accepted by IJCAI 2019 (17.9% acceptance rate), our code is released.
Before 2019
Dec/2018: Invited to be a TPC member in IJCAI 2019.
July/2018: Our paper Concolic Testing for Deep Neural Networks is accepted by ASE2018 (20% acceptance rate), our testing tool DeepConcolic is released.
June/2018: Invited to be a TPC member in MobiQuitous 2018 and EUSPN 2018.
April/2018: Our paper Reachability Analysis of Deep Neural Networks with Provable Guarantees is accepted by IJCAI 2018 (20% acceptance rate), our reachability analysis tool DeepGO is released.
April/2018: Welcome Long to do his one-year undergraduate research project with me at Oxford University, working on Safety Assurance for Deep Neural Networks.
April/2018: One short paper “Related or Duplicate: Distinguishing Similar CQA Questions via Convolutional Neural Networks” is accepted by SIGIR 2018 (30% acceptance rate)
Mar/2018: Welcome Pawel and Thomas to do their MSc projects with me at Oxford University, working on Safety Assurance for Deep Neural Networks.
Jan/2018: Invited to be TPC members in MobiSPC 2018 and IUPT 2018 (held in conjunction with ANT 2018).
Dec/2017: My PhD thesis is awarded Dean's Commendation for Doctoral Thesis Excellence.
Dec/2017: I successfully pass the thesis examination and be qualified for the degree of Doctor of Philosophy.
Dec/2017: One paper on Indoor Localisation is accepted by JNCA.
Nov/2017: Invited to be a TPC member in IJCAI-ECAI 2018.
Oct/2017: One paper on Multi-Modal Hand Motion Detection is accepted by IEEE Trans. on Mobile Computing.
July/2017: Invited to be a TPC member in MobiQuitous’17.
Sep/2017: One paper on Spatio-Temporal Sensor Data Recovery is accepted by MobiQuitous’17.
June/2017: Start to work as a PostDoctoral Research Associate at Univeristy of Oxford.
May/2017: My PhD thesis is submitted.
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