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Items where Department is "Faculty of Science, Engineering and Medicine > Science > Computer Science"
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Number of items: 185.
Journal Article
Abeywickrama, Dhaminda B., Griffiths, Nathan, Xu, Zhou and Mouzakitis, Alex (2022) Emergence of norms in interactions with complex rewards. Autonomous Agents and Multi-Agent Systems, 37 . 2. doi:10.1007/s10458-022-09585-3 ISSN 1387-2532.
Adamaszek, Anna, Czumaj, Artur, Englert, Matthias and RΓ€cke, Harald (2022) Almost tight bounds for reordering buffer management. SIAM Journal on Computing, 51 (3). pp. 701-722. doi:10.1137/20M1326167 ISSN 0097-5397.
Adewoyin, Rilwan A., Dueben, Peter, Watson, Peter, He, Yulan and Dutta, Ritabrata (2022) TRU-NET : a deep learning approach to high resolution prediction of rainfall. Machine Learning, 110 (8). pp. 2035-2062. doi:10.1007/s10994-021-06022-6 ISSN 2632-2153.
Aghabagherloo, Alireza, Delavar, Mahshid, Mohajeri, Javad, Salmasizadeh, Mahmoud and Preneel, Bart (2022) An efficient and physically secure privacy-preserving authentication scheme for Vehicular Ad-hoc NETworks (VANETs). IEEE Access, 10 . pp. 93831-93844. doi:10.1109/access.2022.3203580 ISSN 2169-3536.
Agrawal, Akanksha, Kanesh, Lawqueen, Panolan, Fahad, Ramanujan, M. S. and Saurabh, Saket (2022) A fixed-parameter tractable algorithm for elimination distance to bounded degree graphs. SIAM Journal on Discrete Mathematics, 36 (2). pp. 911-921. doi:10.1137/21m1396824 ISSN 1095-7146.
Almagor, Shaull, Chistikov, Dmitry, Ouaknine, JoΓ«l and Worrell, James (2022) O-minimal invariants for discrete-time dynamical systems. ACM Transactions on Computational Logic (TOCL), 23 (2). pp. 1-20. 9. doi:10.1145/3501299 ISSN 1529-3785.
Arana-Catania, Miguel, van Lier, Felix-Anselm and Procter, Rob (2022) Supporting peace negotiations in the Yemen war through machine learning. Data and Policy, 4 . e28. doi:10.1017/dap.2022.19 ISSN 2632-3249.
Arnold, Eduardo, Mozaffari, Sajjad and Dianati, Mehrdad (2022) Fast and robust registration of partially overlapping point clouds. IEEE Robotics and Automation Letters, 7 (2). pp. 1502-1509. doi:10.1109/LRA.2021.3137888 ISSN 2377-3766.
Balogh, G. D., Flynn, T., Laizet, S., Mudalige, Gihan R. and Reguly, Istvan Zoltan (2022) Scalable many-core algorithms for tridiagonal solvers. Computing in Science and Engineering, 24 (1). pp. 26-35. doi:10.1109/MCSE.2021.3130544 ISSN 1521-9615.
Barakat, Lina, Taylor, Phillip M., Griffiths, Nathan and Miles, Simon (2022) A reputation-based framework for honest provenance reporting. ACM Transactions on Internet Technology, 22 (4). 103. doi:10.1145/3507908 ISSN 1533-5399.
Bashford-Rogers, Thomas, Santos, LuΓs Paulo, Marnerides, Demetris and Debattista, Kurt (2022) Ensemble metropolis light transport. ACM Transactions on Graphics, 41 (1). pp. 1-15. doi:10.1145/3472294 ISSN 0730-0301.
Bhambay, Sanidhay and Mukhopadhyay, Arpan (2022) Asymptotic optimality of speed-aware JSQ for heterogeneous service systems. Performance Evaluation, 157-158 . 102320. doi:10.1016/j.peva.2022.102320 ISSN 0166-5316.
Bhattacharya, Anup, Chakraborty, Sourav, Ghosh, Arijit, Mishra, Gopinath and Paraashar, Manaswi (2022) Disjointness through the lens of VapnikβChervonenkis dimension : sparsity and beyond. Computational Complexity, 31 (2). 9. doi:10.1007/s00037-022-00225-6 ISSN 1016-3328.
Bhattacharya, Sayan, Grandoni, Fabrizio, Kulkarni, Janardhan, Liu, Quanquan C. and Solomon, Shay (2022) Fully dynamic (Ξ +1)-coloring in O(1) update time. ACM Transactions on Algorithms , 18 (2). pp. 1-25. 10. doi:10.1145/3494539 ISSN 1549-6325.
Bilal, Iman Munire, Wang, Bo, Tsakalidis, Adam, Nguyen, Dong, Procter, Rob and Liakata, Maria (2022) Template-based abstractive microblog opinion summarisation. Transactions of the Association for Computational Linguistics, 10 . pp. 1229-1248. doi:10.1162/tacl_a_00516 ISSN 2307-387X.
Bradbury, Matthew S. and Jhumka, Arshad (2022) Quantifying source location privacy routing performance via divergence and information loss. IEEE Transactions on Information Forensics and Security, 17 . pp. 3890-3905. doi:10.1109/TIFS.2022.3217385 ISSN 1556-6013.
Bradbury, Matthew S., Jhumka, Arshad and Watson, Tim (2022) Information management for trust computation on resource-constrained IoT devices. Future Generation Computer Systems, 135 . pp. 348-363. doi:10.1016/j.future.2022.05.004 ISSN 0167-739X.
Bradbury, Matthew S., Jhumka, Arshad, Watson, Tim, Flores, Denys, Burton, Jonathan and Butler, Matthew (2022) Threat modelling guided trust-based task offloading for resource-constrained Internet of Things. Transactions on Sensor Networks, 18 (2). 29. doi:10.1145/3510424 ISSN 1550-4859.
Chang, Ching-Chun (2022) Automation of reversible steganographic coding with nonlinear discrete optimisation. Connection Science, 34 (1). pp. 1719-1735. doi:10.1080/09540091.2022.2078792 ISSN 0954-0091.
Chen, Lijie, Hirahara, Shuichi, Oliveira, Igor Carboni, Pich, JΓ‘n, Rajgopal, Ninad and Santhanam, Rahul (2022) Beyond natural proofs : hardness magnification and locality. Journal of the ACM, 69 (4). 25. doi:10.1145/3538391 ISSN 0004-5411.
Chiesa, Alessandro, Forbes, Michael, Gur, Tom and Spooner, Nicholas (2022) Spatial isolation implies zero knowledge even in a quantum world. Journal of the ACM, 69 (2). 15. doi:10.1145/3511100 ISSN 0004-5411.
Chistikov, Dmitry, Kiefer, Stefan, Murawski, Andrzej S. and Purser, David (2022) The big-O problem. Logical Methods in Computer Science, 18 (1). 40:1-40:50. doi:10.46298/lmcs-18(1:40)2022 ISSN 1860-5974.
Chuah, Edward, Jhumka, Arshad, Malek, Miroslaw and Suri, Neeraj (2022) A survey of log-correlation tools for failure diagnosis and prediction in cluster systems. IEEE Access, 10 . pp. 133487-133503. doi:10.1109/access.2022.3231454 ISSN 2169-3536.
Dall'Agnol, Marcel, Gur, Tom, Moulik, Subhayan Roy and Thaler, Justin (2022) Quantum proofs of proximity. Quantum, 6 . 834. doi:10.22331/q-2022-10-13-834
Demirci, Gunduz Vehbi, Haldar, Aparajita and Ferhatosmanoglu, Hakan (2022) Scalable graph convolutional network training on distributed-memory systems. Proceedings of the VLDB Endowment, 16 (4). pp. 711-724. doi:10.14778/3574245.3574256 ISSN 2150-8097.
Elizabeth, Hartung, Hoang, Hung P., Mutze, Torsten and Williams, Aaron (2022) Combinatorial generation via permutation languages. I. Fundamentals. Transactions of the American Mathematical Society, 375 . pp. 2255-2291. doi:10.1090/tran/8199 ISSN 0002-9947.
Gregor, Petr, JΓ€ger, Sven, Mutze, Torsten, Sawada, Joe and Wille, Kaja (2022) Gray codes and symmetric chains. Journal of Combinatorial Theory, Series B, 153 . pp. 31-60. doi:10.1016/j.jctb.2021.10.008 ISSN 0095-8956.
Gu, Chen, Jhumka, Arshad and Maple, Carsten (2022) Silence is golden : a source location privacy scheme for wireless sensor networks based on silent nodes. Security and Communication Networks, 2022 . 5026549. doi:10.1155/2022/5026549 ISSN 1939-0122.
Hengesbach, Nicole, McInerny, Greg J. and Porto de Albuquerque, Joao (2022) Seeing what is not shown : combining visualization critique and design to surface the limitations in data. Information Design Journal, 27 (1). pp. 64-75. doi:10.1075/idj.22006.hen ISSN 0142-5471.
Huang, Peng-Cheng, Chang, Ching-Chun and Li, Yung-Hui (2022) Efficient (k, n) : threshold secret sharing method with cheater prevention for QR code application. Journal of Internet Technology, 23 (1). pp. 157-165. doi:10.53106/160792642022012301016 ISSN 1607-9264.
Huang, Ziyue, Qiu, Yuan, Yi, Ke and Cormode, Graham (2022) Frequency estimation under multiparty differential privacy : one-shot and streaming. Proceedings of the VLDB Endowment, 15 (10). pp. 2058-2070. doi:10.14778/3547305.3547312 ISSN 2150-8097.
Ignatieva, Anastasia, Hein, Jotun and Jenkins, Paul A. (2022) Ongoing recombination in SARS-CoV-2 revealed through genealogical reconstruction. Molecular Biology and Evolution, 39 (2). msac028. doi:10.1093/molbev/msac028 ISSN 0737-4038.
(2022) Quality assurance for automatically generated contours with additional deep learning. Insights into Imaging, 13 (1). 137. doi:10.1186/s13244-022-01276-7 ISSN 1869-4101.
Iwama, Kazuo and Paterson, Mike (2022) Bounded Hanoi. The American Mathematical Monthly, 129 (4). pp. 303-319. doi:10.1080/00029890.2022.2026166 ISSN 1930-0972.
Jaskari, Joel, Sahlsten, Jaakko, Damoulas, Theodoros, Knoblauch, Jeremias, Sarkka, Simo, Karkkainen, Leo, Hietala, Kustaa and Kaski, Kimmo K. (2022) Uncertainty-aware deep learning methods for robust diabetic retinopathy classification. IEEE Access, 10 . pp. 76669-76681. doi:10.1109/ACCESS.2022.3192024 ISSN 2169-3536.
Jia, Jian-An, Zhang, Shuqin, Bai, Xin, Fang, Meng, Chen, Shipeng, Liang, Xiaotao, Zhu, Shanfeng, Wong, Danny Ka-Ho, Zhang, Anye, Feng, Jianfeng, Sun, Fengzhu and Gao, Chunfang (2022) Sparse logistic regression revealed the associations between HBV PreS quasispecies and hepatocellular carcinoma. Virology Journal, 19 (1). 114. doi:10.1186/s12985-022-01836-9 ISSN 1743-422X.
IMAGEN Consortium (Including: Jiao, Zeyu, Lai, Yinglei, Kang, Jujiao, Gong, Weikang, Ma, Liang, Jia, Tianye, Xie, Chao, Xiang, Shitong, Cheng, Wei, Heinz, Andreas, Desrivières, Sylvane, Schumann, Gunter, Sun, Fengzhu and Feng, Jianfeng). (2022) A model-based approach to assess reproducibility for large-scale high-throughput MRI-based studies. NeuroImage, 255 . 119166. doi:10.1016/j.neuroimage.2022.119166 ISSN 1053-8119.
Kabela, Adam, KrΓ‘lΚΌ, Daniel, Noel, Jonathan A. and Pierron, ThΓ©o (2022) Density maximizers of layered permutations. The Electronic Journal of Combinatorics, 29 (3). P3.56. doi:10.37236/10781 ISSN 2150-959X.
Kang, Jujiao, Jia, Tianye, Jiao, Zeyu, Shen, Chun, Xie, Chao, Cheng, Wei, Sahakian, Barbara J., Waxman, David, Prof. and Feng, Jianfeng (2022) Increased brain volume from higher cereal and lower coffee intake : shared genetic determinants and impacts on cognition and metabolism. Cerebral Cortex, 32 (22). pp. 5163-5174. doi:10.1093/cercor/bhac005 ISSN 1460-2199.
Knoblauch, Jeremias, Jewson, Jack E. and Damoulas, Theodoros (2022) An optimization-centric view on Bayesβ rule : reviewing and generalizing variational inference. Journal of Machine Learning Research, 23 (123). pp. 1-109. ISSN 1532-4435.
Le, Phuong Thi, Chang, Ching-Chun, Li, Yung-Hui, Hsu, Yi-Chiung and Wang, Jia-Ching (2022) Antialiasing attention spatial convolution model for skin lesion segmentation with applications in the Medical IoT. Wireless Communications and Mobile Computing, 2022 . pp. 1-15. 1278515. doi:10.1155/2022/1278515 ISSN 1530-8669.
Li, Luyang, He, Ligang, Gao, Jinjin and Han, Xie (2022) PSNet : fast data structuring for hierarchical deep learning on point cloud. IEEE Transactions on Circuits and Systems for Video Technology, 32 (10). pp. 6835-6849. doi:10.1109/TCSVT.2022.3171968 ISSN 1051-8215.
Li, Yung-Hui, Chang, Ching-Chun, Su, Guo-Dong, Yang, Kai-Lin, Aslam, Muhammad Saqlain and Liu, Yanjun (2022) Coverless image steganography using morphed face recognition based on convolutional neural network. EURASIP Journal on Wireless Communications and Networking, 2022 (1). p. 28. doi:10.1186/s13638-022-02107-5 ISSN 1687-1499.
Lin, Iuon-Chang, Chang, Ching-Chun and Peng, Chih-Hsiang (2022) An anomaly-based IDS framework using centroid-based classification. Symmetry, 14 (1). e105. doi:10.3390/sym14010105 ISSN 2073-8994.
Lu, Jianfeng, Shi, Mengtao, Lu, Yuhang, Chang, Ching-Chun, Li, Li and Bai, Rui (2022) Multi-stage generation of tile images based on generative adversarial network. IEEE Access . p. 1. doi:10.1109/access.2022.3218636 ISSN 2169-3536.
Lu, Wenqi, Miligy, Islam M., Minhas, Fayyaz, Park, Young Saeng, Snead, David R. J., Rakha, Emad A., Verrill, Clare and Rajpoot, Nasir (2022) Lessons from a breast cell annotation competition series for school pupils. Scientific Reports, 12 (1). 7792. doi:10.1038/s41598-022-11782-9 ISSN 2045-2322.
Lu, Wenqi, Toss, Michael, Dawood, Muhammad, Rakha, Emad, Rajpoot, Nasir and Minhas, Fayyaz (2022) SlideGraph+ : whole slide image level graphs to predict HER2 status in breast cancer. Medical Image Analysis, 80 . 102486. doi:10.1016/j.media.2022.102486 ISSN 1361-8415.
Lu, Zhenjian and Oliveira, Igor C. (2022) Theory and applications of probabilistic Kolmogorov complexity. Bulletin of EATCS, 137 .
Luo, Man, Du, Bowen, Klemmer, Konstantin, Zhu, Hongming and Wen, Hongkai (2022) Deployment optimization for shared e-mobility systems with multi-agent deep neural search. IEEE Transactions on Intelligent Transportation Systems, 23 (3). pp. 2549-2560. doi:10.1109/TITS.2021.3125745 ISSN 1524-9050.
Ma, Qing, Wang, Hui, Rolls, Edmund T., Xiang, Shitong, Li, Jiong, Li, Yuzhu, Zhou, Qiongjie, Cheng, Wei and Li, Fei (2022) Lower gestational age is associated with lower cortical volume and cognitive and educational performance in adolescence. BMC Medicine, 20 . 424. doi:10.1186/s12916-022-02627-3 ISSN 1741-7015.
Mahmood, Hanya, Bradburn, Mike, Rajpoot, Nasir M. (Nasir Mahmood), Islam, Nadim Mohammed, Kujan, Omar and Khurram, Syed Ali (2022) Prediction of malignant transformation and recurrence of oral epithelial dysplasia using architectural and cytological feature specific prognostic models. Modern Pathology, 35 . pp. 1151-1159. doi:10.1038/s41379-022-01067-x ISSN 0893-3952.
Mandal, Kalikinkar, Saha, Dhiman, Sarkar, Sumanta and Todo, Yosuke (2022) Sycon : a new milestone in designing ASCON-like permutations. Journal of Cryptographic Engineering, 12 . pp. 305-327. doi:10.1007/s13389-021-00272-9 ISSN 2190-8508.
Maray, Mohammed, Mesfer Alshahrani, Haya, A. Alissa, Khalid, Alotaibi, Najm, Gaddah, Abdulbaset, Meree, Ali, Othman, Mahmoud and Ahmed Hamza, Manar (2022) Optimal deep learning driven intrusion detection in SDN-Enabled IoT environment. Computers, Materials & Continua, 74 (3). pp. 6587-6604. doi:10.32604/cmc.2023.034176 ISSN 1546-2226.
Mariam, Komal, Afzal, Osama Mohammed, Hussain, Wajahat, Javed, Muhammad Umar, Kiyani, Amber, Rajpoot, Nasir M. (Nasir Mahmood), Khurram, Syed Ali and Khan, Hassan Aqeel (2022) On smart gaze based annotation of histopathology images for training of deep convolutional neural networks. IEEE Journal of Biomedical and Health Informatics . doi:10.1109/JBHI.2022.3148944 ISSN 2168-2194.
Mendonça, Philipe R. F., Tagliatti, Erica, Langley, Helen, Kotzadimitriou, Dimitrios, Zamora-Chimal, Criseida G., Timofeeva, Yulia and Volynski, Kirill E. (2022) Asynchronous glutamate release is enhanced in low release efficacy synapses and dispersed across the active zone. Nature Communications, 13 (1). 3497. doi:10.1038/s41467-022-31070-4 ISSN 2041-1723.
Merino, Arturo, Micka, Ondrej and Mutze, Torsten (2022) On a combinatorial generation problem of Knuth. SIAM Journal on Computing, 51 (3). pp. 379-423. doi:10.1137/20M1377394 ISSN 0097-5397.
Milonia, Stefano and Mazzamurro, Matteo (2022) Temporal networks of βContrafactaβ in the first three troubadour generations. Digital Scholarship in the Humanities, 38 (1). pp. 240-256. doi:10.1093/llc/fqac018 ISSN 2055-7671.
Nederlof, I., Hajizadeh, S., Sobhani, F., Raza, Shan-e-Ahmed, AbdulJabbar, K., Harkes, R., van de Vijver, M. J., Salgado, R., Desmedt, C., Kok, M., Yuan, Y. and Horlings, H. M. (2022) Spatial interplay of lymphocytes and fibroblasts in estrogen receptor-positive HER2-negative breast cancer. npj Breast Cancer, 8 (1). 56. doi:10.1038/s41523-022-00416-y ISSN 2374-4677.
Onah, Daniel F. O., Pang, Elaine L. L. and Sinclair, Jane (2022) An investigation of self-regulated learning in a novel MOOC platform. Journal of Computing in Higher Education . doi:10.1007/s12528-022-09346-x ISSN 1042-1726.
Pocock, Johnathan, Graham, Simon, Vu, Quoc Dang, Jahanifar, Mostafa, Deshpande, Srijay, Hadjigeorghiou, Giorgos, Shephard, Adam, Bashir, Raja Muhammad Saad, Bilal, Mohsin, Lu, Wenqi, Epstein, D. B. A., Minhas, Fayyaz ul Amir Afsar, Rajpoot, Nasir M. and Raza, Shan-e-Ahmed (2022) TIAToolbox as an end-to-end library for advanced tissue image analytics. Communications Medicine, 2 (1). 120. doi:10.1038/s43856-022-00186-5 ISSN 2730-664X.
Qureshi, Shahzad Ahmad, Raza, Shan E. Ahmed, Hussain, Lal, Malibari, Areej A., Nour, Mohamed K., Rehman, Aziz ul, Al-Wesabi, Fahd N. and Hilal, Anwer Mustafa (2022) Intelligent ultra-light deep learning model for multi-class brain tumor detection. Applied Sciences, 12 (8). e3715. doi:10.3390/app12083715 ISSN 2076-3417.
Rolls, Edmund T., Deco, Gustavo, Huang, Chu-Chung and Feng, Jianfeng (2022) The human language effective connectome. NeuroImage, 258 . 119352. doi:10.1016/j.neuroimage.2022.119352 ISSN 1053-8119.
Rolls, Edmund T., Wan, Zhuo, Cheng, Wei and Feng, Jianfeng (2022) Risk-taking in humans and the medial orbitofrontal cortex reward system. NeuroImage, 249 . 118893. doi:10.1016/j.neuroimage.2022.118893 ISSN 1053-8119.
Sant, Jaromir, Jenkins, Paul, Koskela, Jere and SpanΓ², Dario (2022) Convergence of likelihood ratios and estimators for selection in nonneutral WrightβFisher diffusions. Scandinavian Journal of Statistics, 49 (4). pp. 1728-1760. doi:10.1111/sjos.12572 ISSN 0303-6898.
Scott, Mary, Cormode, Graham and Maple, Carsten (2022) Aggregation and transformation of vector-valued messages in the shuffle model of differential privacy. IEEE Transactions on Information Forensics and Security, 17 . pp. 612-627. doi:10.1109/TIFS.2022.3147643 ISSN 1556-6013.
Shaban, Muhammad, Raza, Shan E. Ahmed, Hassan, Mariam, Jamshed, Arif, Mushtaq, Sajid, Loya, Asif, Batis, Nikolaos, Brooks, Jill, Nankivell, Paul, Sharma, Neil, Robinson, Max, Mehanna, Hisham, Khurram, Syed Ali and Rajpoot, Nasir M. (Nasir Mahmood) (2022) A digital score of tumourβassociated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma. The Journal of Pathology, 256 (2). pp. 174-185. doi:10.1002/path.5819 ISSN 0022-3417.
Shirian, Amir, Somandepalli, Krishna and Guha, Tanaya (2022) Self-supervised graphs for audio representation learning with limited labeled data. IEEE Journal of Selected Topics in Signal Processing, 16 (6). pp. 1391-1401. doi:10.1109/JSTSP.2022.3190083 ISSN 1932-4553.
Shuaib, Choudhry, Syed, Mairaj, Halawi, Danny and Saquib, Nazmus (2022) Trophic analysis of a historical network reveals temporal information. Applied Network Science, 7 (1). 31. doi:10.1007/s41109-022-00469-9 ISSN 2364-8228.
Sitthiworachart, Jirarat, Joy, Mike, King, Emma, Sinclair, Jane and Foss, Jonathan G. K. (2022) Technology-supported active learning in a flexible teaching space. Education Sciences, 12 (9). 634. doi:10.3390/educsci12090634 ISSN 2227-7102.
Styles, Olly, Guha, Tanaya and Sanchez Silva, Victor (2022) Multi-camera trajectory forecasting with trajectory tensors. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44 (11). pp. 8482-8491. doi:10.1109/TPAMI.2021.3107958 ISSN 0162-8828.
Sutton-Parker, Justin (2022) Can analytics software measure end user computing electricity consumption? Clean Technologies and Environmental Policy, 24 . 2441-2458 . doi:10.1007/s10098-022-02325-x ISSN 1618-954X.
Taylor, Phillip M., Griffiths, Nathan, Hall, V., Zhou, Z. and Mouzakitis, A. (2022) Feature selection for supervised learning and compression. Applied Artificial Intelligence, 36 (1). 2034293. doi:10.1080/08839514.2022.2034293 ISSN 1087-6545.
Thampi, Vipin, Hariprasad, Roopa, John, Amrita, Nethan, Suzanne, Dhanasekaran, Kavitha, Kumar, Vipin, Birur, Praveen, Thakur, J. S., Lilford, Richard, Rajpoot, Nasir M. and Gill, Paramjit (2022) Feasibility of training community health workers in the detection of oral cancer. JAMA Network Open, 5 (1). e2144022. doi:10.1001/jamanetworkopen.2021.44022 ISSN 2574-3805.
Tu, Zezhong, Xue, Yongkang, Ren, Pengpeng, Hao, Feng, Wang, Runsheng, Li, Meng, Zhang, Jianfu, Ji, Zhigang and Huang, Ru (2022) A probability-based strong physical unclonable function with strong machine learning immunity. IEEE Electron Device Letters, 43 (1). pp. 138-141. doi:10.1109/LED.2021.3130606 ISSN 0741-3106.
Van Hinsbergh, James, Griffiths, Nathan, Xu, Zhou and Mouzakitis, Alexandros (2022) Using trajectory sub-clustering to improve destination prediction. Mobile Information Systems, 2022 . 3623881. doi:10.1155/2022/3623881 ISSN 1574-017X.
Venkateswarlu, Ayineedi, Kesarwani, Abhishek and Sarkar, Sumanta (2022) On the lower bound of cost of MDS matrices. IACR Transactions on Symmetric Cryptology, 2022 (4). pp. 266-290. doi:10.46586/tosc.v2022.i4.266-290 ISSN 2519-173X.
Wan, Zhuo, Rolls, Edmund T., Feng, Jianfeng and Cheng, Wei (2022) Brain functional connectivities that mediate the association between childhood traumatic events, and adult mental health and cognition. eBioMedicine, 79 . 104002. doi:10.1016/j.ebiom.2022.104002 ISSN 2352-3964.
Wang, Haoyi, Sanchez Silva, Victor and Li, Chang-Tsun (2022) Improving face-based age estimation with attention-based dynamic patch fusion. IEEE Transactions on Image Processing, 31 . pp. 1084-1096. doi:10.1109/TIP.2021.3139226 ISSN 1057-7149.
Wang, Hui-Fu, Zhang, Wei, Rolls, Edmund T., Li, Yuzhu, Wang, Linbo, Ma, Ya-Hui, Kang, Jujiao, Feng, Jianfeng, Yu, Jin-Tai and Cheng, Wei (2022) Hearing impairment is associated with cognitive decline, brain atrophy and tau pathology. EBioMedicine, 86 . 104336. doi:10.1016/j.ebiom.2022.104336 ISSN 2352-3964.
Wang, Linbo, Zhang, Wei, Liu, Fengtao, Mao, Chengjie, Liu, Chun-Feng, Cheng, Wei and Feng, Jianfeng (2022) Association of cerebrospinal fluid neurofilament heavy protein levels with clinical progression in patients with Parkinson disease. JAMA Network Open, 5 (7). e2223821. doi:10.1001/jamanetworkopen.2022.23821 ISSN 2574-3805.
(2022) Dopamine depletion and subcortical dysfunction disrupt cortical synchronization and metastability affecting cognitive function in Parkinson's disease. Human Brain Mapping, 43 (5). pp. 1598-1610. doi:10.1002/hbm.25745 ISSN 1065-9471.
Wang, Yanxiang, Zhang, Xian, Shen, Yiran, Du, Bowen, Zhao, Guangrong, Cui, Lizhen and Wen , Hongkai (2022) Event-stream representation for human gaits identification using deep neural networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44 (7). pp. 3436-3449. doi:10.1109/TPAMI.2021.3054886 ISSN 0162-8828.
Wu, Wentai, He, Ligang, Lin, Weiwei, Su, Yi, Cui, Yuhua, Maple, Carsten and Jarvis, Stephen A. (2022) Developing an unsupervised real-time anomaly detection scheme for time series with multi-seasonality. IEEE Transactions on Knowledge and Data Engineering, 34 (9). pp. 4147-4160. doi:10.1109/TKDE.2020.3035685 ISSN 1041-4347.
Wu, Xinran, Kong, Xiangzhen, Vatansever, Deniz, Liu, ZhaoWen, Zhang, Kai, Sahakian, Barbara J., Robbins, Trevor W., Feng, Jianfeng, Thompson, Paul and Zhang, Jie (2022) Dynamic changes in brain lateralization correlate with human cognitive performance. PLoS Biology, 20 (3). e3001560. doi:10.1371/journal.pbio.3001560 ISSN 1545-7885.
Xu, Longzhou, Feng, Jianfeng and Yu, Lianchun (2022) Avalanche criticality in individuals, fluid intelligence, and working memory. Human Brain Mapping, 43 (8). pp. 2534-2553. doi:10.1002/hbm.25802 ISSN 1065-9471.
Yan, Hanqi, Gui, Lin and He, Yulan (2022) Hierarchical interpretation of neural text classification. Computational Linguistics, 48 (4). pp. 987-1020. doi:10.1162/coli_a_00459 ISSN 0891-2017.
Yang, Anyi, Rolls, Edmund T., Dong, Guiying, Du, Jingnan, Li, Yuzhu, Feng, Jianfeng, Cheng, Wei and Zhao, Xing-Ming (2022) Longer screen time utilization is associated with the polygenic risk for Attention-deficit/hyperactivity disorder with mediation by brain white matter microstructure. EBioMedicine, 80 . 104039. doi:10.1016/j.ebiom.2022.104039 ISSN 2352-3964.
Yaseen, Adiba, Amin, Imran, Akhter, Naeem, Ben-Hur, Asa and Minhas, Fayyaz ul Amir Afsar (2022) Insights into performance evaluation of compoundβprotein interaction prediction methods. Bioinformatics, 38 (Supplement 2). ii75-ii81. doi:10.1093/bioinformatics/btac496 ISSN 1460-2059.
Yu, Weiren, Iranmanesh, Sima, Haldar, Aparajita, Zhang, Maoyin and Ferhatosmanoglu, Hakan (2022) RoleSim* : scaling axiomatic role-based similarity ranking on large graphs. World Wide Web, 25 (2). pp. 785-829. doi:10.1007/s11280-021-00925-z ISSN 1573-1413.
Zhang, Liang, Qiu, Feiyang, Hao, Feng and Kan, Haibin (2022) 1-round distributed key generation with efficient reconstruction using decentralized CP-ABE. IEEE Transactions on Information Forensics and Security, 17 . pp. 894-907. doi:10.1109/TIFS.2022.3152356 ISSN 1556-6013.
Zhao, Qi, Voon, Valerie, Zhang, Lingli, Shen, Chun, Zhang, Jie and Feng, Jianfeng (2022) The ABCD study : brain heterogeneity in intelligence during a neurodevelopmental transition stage. Cerebral Cortex, 32 (14). pp. 3098-3109. doi:10.1093/cercor/bhab403 ISSN 1460-2199.
Zhu, Hongming, Tan, Rui, Han, Letong, Fan, Hongfei, Wang, Zeju, Du, Bowen, Liu, Sicong and Liu, Qin (2022) DSSM : a deep neural network with spectrum separable module for multi-spectral remote sensing image segmentation. Remote Sensing, 14 (4). e818. doi:10.3390/rs14040818 ISSN 2072-4292.
Book Item
Alotaibi, Mona and Joy, Mike (2022) Internet of Things support system for diabetic students : an exploratory study. In: Proceedings of the Future Technologies Conference (FTC) 2022, Volume 2. Lecture Notes in Networks and Systems, 2 (560). Cham: Springer, pp. 274-283. ISBN 9783031184574
Chen, Megan, Chiesa, Alessandro and Spooner, Nicholas (2022) On succinct non-interactive arguments in relativized worlds. In: Dunkelman, O. and Dziembowski, S., (eds.) Advances in Cryptology β EUROCRYPT 2022. Lecture Notes in Computer Science,, 13276 . Springer New York LLC, pp. 336-366. ISBN 9783031070846
Lai, Russell W. F., Malavolta, Giulio and Spooner, Nicholas (2022) Quantum rewinding for many-round protocols. In: Kiltz, E. and Vaikuntanathan, V., (eds.) Theory of Cryptography. TCC 2022. Lecture Notes in Computer Science, 13747 . Cham: Springer, pp. 80-109. ISBN 9783031223174
Conference Item
Adewoyin, Rilwan A., Dutta, Ritabrata and He, Yulan (2022) RSTGen : imbuing fine-grained interpretable control into long-form text generators. In: NAACL 2022 : Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Seattle, Washington, 10-15 Jul 2022. Published in: Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies pp. 1822-1835. doi:10.18653/v1/2022.naacl-main.133
Agrawal, Akanksha, Kanesh, Lawqueen, Lokshtanov, Daniel, Panolan, Fahad, Ramanujan, Maadapuzhi Sridharan, Saurabh, Saket and Zehavi , Meirav (2022) Deleting, eliminating and decomposing to hereditary classes are all FPT-equivalent. In: ACM-SIAM Symposium on Discrete Algorithms (SODA22), Virginia, U.S. (virtual conference), 9-12 Jan 2022. Published in: Proceedings of the 2022 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA) pp. 1976-2004. ISBN 9781611977073. doi:10.1137/1.9781611977073.79
Alharthi, Khalid, Jhumka, Arshad, Sheng, Di and Cappello, Franck (2022) Clairvoyant : a log-based transformer-decoder for failure prediction in large-scale systems. In: ACM International Conference on Supercomputing, Virtual, 27-30 Jun 2022. Published in: ICS '22: Proceedings of the 36th ACM International Conference on Supercomputing pp. 1-14. ISBN 9781450392815. doi:10.1145/3524059.3532374
Amir, Shirian, Somandepalli, Krishna, Sanchez Silva, Victor and Guha, Tanaya (2022) Visually-aware acoustic event detection using heterogeneous graphs. In: 23rd INTERSPEECH Conference, Incheon, Korea, 18-22 Sep 2022. Published in: INTERSPEECH proceedings pp. 2428-2432. doi:10.21437/Interspeech.2022-10670
Arana-Catania, M., Kochkina, Elena, Zubiaga, Arkaitz, Liakata, Maria, Procter, Rob and He, Yulan (2022) Natural language inference with self-attention for veracity assessment of pandemic claims. In: 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Hybrid: Seattle, USA, 10-15 Jul 2022. Published in: Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies pp. 1496-1511. doi:10.18653/v1/2022.naacl-main.107
Asadi, Vahid R., Golovnev, Alexander, Gur, Tom and Shinkar, Igor (2022) Worst-case to average-case reductions via additive combinatorics. In: The 54th ACM Symposium on Theory of Computing (STOC 2022), Rome, Italy, 20-24 Jun 2022. Published in: STOC 2022: Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing pp. 1566-1574. ISBN 9781450392648. doi:10.1145/3519935.3520041
Balko, Martin, Chaplick, Steven, Ganian, Robert, Gupta, Siddharth, Hoffmann, Michael, Valtr, Pavel and Wolff, Alexander (2022) Bounding and computing obstacle numbers of graphs. In: 30th Annual European Symposium on Algorithms (ESA 2022), Potsdam, Germany, 5-7 Sep 2022, 244 11:1-11:13. ISBN 9783959772471. doi:10.4230/LIPIcs.ESA.2022.11 ISSN 1868-8969.
Bera, Suman, Bhattacharya, Sayan, Choudhari, Jayesh and Ghosh, Prantar (2022) A new dynamic algorithm for densest subhypergraphs. In: WWW '22: The ACM Web Conference, Online, hosted Lyon, France, 25β29 Apr 2022. Published in: WWW '22: Proceedings of the ACM Web Conference 2022 pp. 1093-1103. ISBN 9781450390965. doi:10.1145/3485447.3512158
Bhambay, Sanidhay and Mukhopadhyay, Arpan (2022) Optimal load balancing in heterogeneous server systems. In: 2022 20th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt), Torino, Italy, 19-23 Sep 2022. Published in: 2022 20th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt) ISBN 9783903176492. doi:10.23919/WiOpt56218.2022.9930523
Bhattacharya, Sayan, Saranurak, Thatchaphol and Sukprasert, Pattara (2022) Simple dynamic spanners with near-optimal recourse against an adaptive adversary. In: 30th Annual European Symposium on Algorithms (ESA 2022), Germany, 5-9 Sep 2022. Published in: Leibniz International Proceedings in Informatics (LIPIcs) series, 244 17:1-17:19. ISBN 9783959772471. doi:10.4230/LIPIcs.ESA.2022.17 ISSN 1868-8969.
Bhattachrya, Anup, Bishnu, Arijit, Ghosh, Arijit and Mishra, Gopinath (2022) Faster counting and sampling algorithms using colorful decision oracle. In: The 39th International Symposium on Theoretical Aspects of Computer Science (STACS 2022) , Marseille, France ; Online, 15-18 Mar 2022. Published in: Leibniz International Proceedings in Informatics (LIPIcs), 219 ISBN 9783959772228. doi:10.4230/LIPIcs.STACS.2022.10 ISSN 1868-8969.
Bishnu, Arijit, Ghosh, Arijit, Mishra, Gopinath and Paraashar, Manaswi (2022) Counting and sampling from substructures using linear algebraic queries. In: 42nd IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, Chennai, India, 18β20 Dec 2022. Published in: Leibniz International Proceedings in Informatics (LIPIcs), 250 (8). ISBN 9783959772617. doi:10.4230/LIPIcs.FSTTCS.2022.8 ISSN 1868-8969.
Bishop, Nicholas, Chan, Hau, Mandal, Debmalya and Tran-Thanh, Long (2022) Sequential blocked matching. In: Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Virtual conference, 22 Feb- 01 Mar 2022. Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 36 (5). pp. 4834-4842. doi:10.1609/aaai.v36i5.20411
Cardinal, Jean, Merino, Arturo and Mutze, Torsten (2022) Efficient generation of elimination trees and graph associahedra. In: 33rd Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2022), Virtual Conference, 09-12 Jan 2022. Published in: Proceedings of SODA 2022 pp. 2128-2140. ISBN 9781611977073. doi:10.1137/1.9781611977073.84
Carmosino, Marco, Kabanets, Valentine, Kolokolova, Antonina and Carboni Oliveira, Igor (2022) LEARN-uniform circuit lower bounds and provability in bounded arithmetic. In: Symposium on Foundations of Computer Science (FOCS), Denver, Colorado, 7-10 Feb 2022. Published in: 2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS) doi:10.1109/FOCS52979.2021.00080 ISSN 2575-8454.
Cavalar, Bruno P. and Lu, Zhenjian (2022) Algorithms and lower bounds for comparator circuits from shrinkage. In: 13th Innovations in Theoretical Computer Science Conference (ITCS 2022), Berkeley, CA, USA, 31 Jan - 03 Feb 2022. Published in: Leibniz International Proceedings in Informatics (LIPIcs), 215 pp. 1-21. ISBN 9783959772174. doi:10.4230/LIPIcs.ITCS.2022.34 ISSN 1868-8969.
Chakraborty, Sourav, Fischer, Eldar, Ghosh, Arijit, Mishra, Gopinath and Sen, Sayantan (2022) Exploring the gap between tolerant and non-tolerant distribution testing. In: Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2022), Online, 19-21 Sep 2022. Published in: Proceedings of the Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2022), 245 pp. 1-23. ISBN 9783959772495. doi:10.4230/LIPIcs.APPROX/RANDOM.2022.27 ISSN 1868-8969.
Chau, Thomas, Dudziak, Εukasz, Wen, Hongkai, Lane, Nicholas D. and Abdelfattah, Mohamed S. (2022) BLOX : macro neural architecture search benchmark and algorithms. In: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Hybrid ; New Orleans, 28 Nov - 9 Dec 2022. Published in: Advances in Neural Information Processing Systems (NeurIPS 2022), 35 ISBN 9781713845393.
Chau, Thomas C. P., Dudziak, Lukasz, Wen, Hongkai, Lane, Nicholas Donald and Abdelfattah, Mohamed S. (2022) BLOX : micro neural architecture search benchmark and algorithms. In: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Hybrid ; New Orleans, 28 Nov - 9 Dec 2022
Chistikov, Dmitry, Haase, Christoph, Hadizadeh, Zahra and Mansutti, Alessio (2022) Higher-order quantified Boolean satisfiability. In: 47th International Symposium on Mathematical Foundations of Computer Science (MFCS 2022), Vienna, Austria, 22-26 Aug 2022. Published in: Proceedings of the International Symposium on Mathematical Foundations of Computer Science (MFCS 2022), 241 ISBN 9783959772563. doi:10.4230/LIPIcs.MFCS.2022.33 ISSN 1868-8969.
Chistikov, Dmitry, Haase, Christoph and Mansutti, Alessio (2022) Geometric decision procedures and the VC dimension of linear arithmetic theories. In: 37th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS 2022), Haifa, Israel, 02β05 Aug 2022. Published in: LICS '22: Proceedings of the 37th Annual ACM/IEEE Symposium on Logic in Computer Science pp. 1-13. ISBN 9781450393515. doi:10.1145/3531130.3533372
Chistikov, Dmitry, Haase, Christoph and Mansutti, Alessio (2022) Quantifier elimination for counting extensions of Presburger arithmetic. In: 25th International Conference on Foundations of Software Science and Computation Structures (FoSSaCS 2022), Munich, Germany, 2-7 Apr 2022. Published in: Foundations of Software Science and Computation Structures, 13242 pp. 225-243. ISBN 9783030992521. doi:10.1007/978-3-030-99253-8_12 ISSN 0302-9743.
Chistikov, Dmitry, Majumdar, Rupak and Schepper, Philipp (2022) Subcubic certificates for CFL reachability. In: ACM SIGPLAN Symposium on Principles of Programming Languages (POPL 2022), Philadelphia, Pennsylvania, United States, 16-22 Jan 2022. Published in: Proceedings of the ACM on Programming Languages, 6 (POPL). doi:10.1145/3498702 ISSN 2475-1421.
Coy, Sam and Czumaj, Artur (2022) Deterministic massively parallel connectivity. In: ACM SIGACT Symposium on Theory of Computing (STOC β22), Rome, Italy, 20-24 Jun. Published in: STOC 2022: Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing pp. 162-175. ISBN 9781450392648. doi:10.1145/3519935.3520055
Coy, Sam, Czumaj, Artur, Feldmann, Michael, Hinnenthal, Kristian, Kuhn, Fabian, Scheideler, Christian, Schneider, Philipp and Struijs, Martijn (2022) Near-shortest path routing in hybrid communication networks. In: 25th International Conference on Principles of Distributed Systems (OPODIS 2021), Strasbourg, France, 13β15 Dec 2021. Published in: 25th International Conference on Principles of Distributed Systems (OPODIS 2021), 217 11:1-11:23. ISBN 9783959772198. doi:10.4230/LIPIcs.OPODIS.2021.11
Cunningham, Teddy (2022) Sharing and generating privacy-preserving spatio-temporal data using real-world knowledge. In: 23rd IEEE International Conference on Mobile Data Management (MDM), Paphos, Cyprus ; Online, 6-9 Jul 2022. Published in: 2022 23rd IEEE International Conference on Mobile Data Management (MDM) ISBN 9781665451765. doi:10.1109/MDM55031.2022.00074 ISSN 2375-0324.
Czumaj, Artur, Jiang, Shaofeng H-C., Krauthgamer, Robert, Vesely, Pavel and Yang, Mingwei (2022) Streaming facility location in high dimension via geometric hashing. In: 2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS), Denver, CO, USA, 31 Oct - 03 Nov 2022. Published in: Proceedings of the 63rd IEEE Symposium on Foundations of Computer Science (FOCS 2022) ISBN 9781665455190. doi:10.1109/FOCS54457.2022.00050 ISSN 2575-8454.
Czumaj, Artur, Jiang, Shaofeng H.-C., Krauthgamer, Robert and VeselΓ½, Pavel (2022) Streaming algorithms for geometric Steiner forest. In: 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022), Paris, France, 04-08 Jul 2022. Published in: Proceedings of the 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022) pp. 1-20. ISBN 9783959772358. doi:10.4230/LIPIcs.ICALP.2022.47 ISSN 1868-8969.
Dasu, Vishnu Asutosh, Sarkar, Sumanta and Mandal, Kalikinkar (2022) PROV-FL : privacy-preserving round optimal verifiable federated learning. In: The 15th ACM Workshop on Artificial Intelligence and Security (AISec 2022), Los Angeles, U.S.A ; Hybrid, 11 Nov 2022. Published in: AISec'22: Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security pp. 33-44. ISBN 9781450398800. doi:10.1145/3560830.3563729
Davies, Jonathan, Arana-Catania, Miguel and Procter, Rob (2022) Embedding digital participatory budgeting within local government : motivations, strategies and barriers faced. In: 15th International Conference on Theory and Practice of Electronic Governance (ICEGOV 2022), GuimarΓ£es, Portugal, 4-7 Oct 2022. Published in: ICEGOV '22: Proceedings of the 15th International Conference on Theory and Practice of Electronic Governance pp. 98-104. ISBN 9781450396356.
Dawood, Muhammad, Branson, Kim, Rajpoot, Nasir M. and Minhas, Fayyaz ul Amir Afsar (2022) All you need is color : image based spatial gene expression prediction using neural stain learning. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Published in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML PKDD 2021 pp. 437-450. ISBN 9783030937324. doi:10.1007/978-3-030-93733-1_32 ISSN 1865-0937.
Dellaporta, Charita, Knoblauch, Jeremias, Damoulas, Theodoros and Briol, François-Xavier (2022) Robust Bayesian inference for simulator-based models via the MMD posterior bootstrap. In: 25th International Conference in Artificial Intelligence and Statistics (AISTATS), Virtual, 28-30 Mar 2022. Published in: Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) 2022, 151 ISSN 2640-3498.
Dougrez-Lewis, John, Kochkina, Elena, Arana-Catania, Miguel, Liakata, Maria and He, Yulan (2022) PHEMEPlus : enriching social media rumour verification with external evidence. In: The Fifth Workshop on Fact Extraction and VERification (FEVER), Hybrid: Dublin, Ireland + Online, 26 May 2022. Published in: Proceedings of the Fifth Workshop on Fact Extraction and VERification (FEVER) pp. 49-58. ISBN 9781952148026. doi:10.18653/v1/2022.fever-1.6
Efthymiou, Charilaos (2022) On sampling symmetric Gibbs distributions on sparse random graphs and hypergraphs. In: 49th EATCS International Colloquium on Automata, Languages and Programming (ICALP), Paris, 4-8 Jul 2022. Published in: 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022), 229 57:1-57:16. ISBN 9783959772358. doi:10.4230/LIPIcs.ICALP.2022.57 ISSN 1868-8969.
Englert, Matthias and Lazic, Ranko (2022) Adversarial reprogramming revisited. In: Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, 28 Nov - 09 Dec 2022. Published in: Advances in Neural Information Processing Systems (NeurIPS 2022), 35 pp. 28588-28600.
Englert, Matthias, Matsakis, Nicolaos and VeselΓ½, Pavel (2022) Improved approximation guarantees for shortest superstrings using cycle classification by overlap to length ratios. In: STOC 2022: 54th Annual ACM Symposium on Theory of Computing, Rome, Italy, 20-24 Jun 2022. Published in: Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing (STOC β22) pp. 317-330. ISBN 9781450392648. doi:10.1145/3519935.3520001
Geraghty, Jack, Li, Jiazheng, Ragano, Alessandro and Hines, Andrew (2022) AQP : an open modular Python platform for objective speech and audio quality metrics. In: MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, 14-17 Jun 2022. Published in: MMSys '22: Proceedings of the 13th ACM Multimedia Systems Conference pp. 191-196. doi:10.1145/3524273.3532885
Ghalebikesabi, Sahra, Wilde, Harrison, Jewson, Jack, Doucet, Arnaud, Vollmer, Sebastian and Holmes, Chris (2022) Mitigating statistical bias within differentially private synthetic data. In: Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, Eindhoven, The Netherlands, 01-05 Aug 2022. Published in: Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, 180 pp. 696-705.
Ghosh, Arijit, Mishra, Gopinath, Raychaudhury, Rahul and Sen, Sayantan (2022) Tolerant bipartiteness testing in dense graphs. In: The 49th EATCS International Colloquium on Automata, Languages and Programming (ICALP), Paris, France, 4-8 Jul 2022. Published in: Leibniz International Proceedings in Informatics (LIPIcs), 229 69:1-69:19. ISBN 9783959772358. doi:10.4230/LIPIcs.ICALP.2022 ISSN 1868-8969.
Goldberg, Halley, Kabanets, Valentine, Lu, Zhenjian and Oliveira, Igor C. (2022) Probabilistic Kolmogorov complexity with applications to average-case complexity. In: Computational Complexity Conference (CCC), Philadelphia, PA, USA, 21β23 Jul 2022. Published in: 37th Computational Complexity Conference (CCC 2022), 234 16:1-16:60. ISBN 9783959772419. doi:10.4230/LIPIcs.CCC.2022.16 ISSN 1868-8969.
Gregor, Petr, Merino, Arturo and Mutze, Torsten (2022) The Hamilton compression of highly symmetric graphs. In: 47th International Symposium on Mathematical Foundations of Computer Science (MFCS 2022), Vienna, Austria, 22β26 Aug 2022, 241 54:1-54:14. ISBN 9783959772563. doi:10.4230/LIPIcs.MFCS.2022.54 ISSN 1868-8969.
Gregor, Petr, Mutze, Torsten and Merino, Arturo (2022) Star transposition Gray codes for multiset permutations. In: 39th International Symposium on Theoretical Aspects of Computer Science (STACS 2022), Marseille, 15-18 Mar 2022. Published in: Proceedings of STACS 2022, 219 34:1-34:14. ISBN 9783959772228. doi:10.4230/LIPIcs.CVIT.2016.23 ISSN 1868-8969.
Gur, Tom, Lifshitz, Noam and Liu, Siqi (2022) Hypercontractivity on high dimensional expanders. In: The 54th ACM Symposium on Theory of Computing (STOC 2022), Rome, Italy, 20-24 Jun 2022. Published in: STOC 2022 : Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing pp. 176-184. ISBN 9781450392648. doi:10.1145/3519935.3520004
Haldar, Aparajita, Cunningham, Teddy and Ferhatosmanoglu, Hakan (2022) RAGUEL : Recourse-Aware Group Unfairness Elimination. In: 31st ACM International Conference on Information and Knowledge Management (CIKM β22), Atlanta, GA, USA, 17β21 Oct 2022. Published in: Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM β22) pp. 666-675. ISBN 9781450392365. doi:10.1145/3511808.3557424
Hao, Feng and van Oorschot, Paul (2022) SoK : password-authenticated key exchange - theory, practice, standardization and real-world lessons. In: 17th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2022), Nagasaki, Japan ; Virtual, 30 May - 3 Jun 2022. Published in: ASIA CCS '22: Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security pp. 697-711. doi:10.1145/3488932.3523256
Harrenstein, Paul and Turrini, Paolo (2022) Computing Nash equilibria for district-based nominations. In: 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022), Virtual, 9β13 May 2022. Published in: Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022) pp. 588-596. ISBN 9781450392136.
Harrison, Luke, Bag, Samiran, Luo, Hang and Hao, Feng (2022) VERICONDOR : End-to-end verifiable condorcet voting without tallying authorities. In: 17th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2022), Nagasaki, Japan ; Virtual, 30 May β3 Jun 2022. Published in: ASIA CCS '22: Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security pp. 1113-1125. doi:10.1145/3488932.3497758
Hengesbach, Nicole (2022) Undoing seamlessness : exploring seams for critical visualization. In: CHI EA '22: CHI Conference on Human Factors in Computing Systems Extended Abstracts, New Orleans, 29 Apr- 5 May 2022. Published in: CHI Conference on Human Factors in Computing Systems Extended Abstracts ISBN 9781450391566. doi:10.1145/3491101.3519703
Ikenmeyer, Christian, Komarath, Balagopal and Saurabh, Nitin (2022) Karchmer-Wigderson games for hazard-free computation. In: 14th Innovations in Theoretical Computer Science (ITCS), MIT in Cambridge, Massachusetts, 11-13 Jan 2023. Published in: Proceedings of the 14th Innovations in Theoretical Computer Science Conference (ITCS 2023), 251 ISBN 9783959772631. doi:10.4230/LIPIcs.ITCS.2023.74 ISSN 1868-8969.
Jahanifar, Mostafa, Shephard, Adam, Zamanitajeddin, Neda, Bashir, R. M. Saad, Bilal, Mohsin, Khurram, Syed Ali, Minhas, Fayyaz and Rajpoot, Nasir (2022) Stain-robust mitotic figure detection for the mitosis domain generalization challenge. In: International Conference on Medical Image Computing and Computer-Assisted Intervention, Strasbourg, France, 27 Sep-01 Oct 2021. Published in: Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis, 13166 (1). pp. 48-52. ISBN 9783030972806. doi:10.1007/978-3-030-97281-3_6 ISSN 0302-9743.
Kamalakkannan, K., Mudalige, Gihan R., Reguly, I. Z. and Fahmy, S. A. (2022) FPGA acceleration of structured-mesh-based explicit and implicit numerical solvers using SYCL. In: IWOCL and SYCLcon, Virtual, 10β12 May 2022. Published in: IWOCL'22: International Workshop on OpenCL ISBN 9781450396585. doi:10.1145/3529538.3530007
Kamalakkannan, Kamalavasan, Mudalige, Gihan R., Reguly, Istvan Z. and Fahmy, Suhaib A. (2022) High throughput multidimensional tridiagonal system solvers on FPGAs. In: ACM International Conference on Supercomputing, Virtual, 28-30 Jun 2022. Published in: ICS '22: Proceedings of the 36th ACM International Conference on Supercomputing pp. 1-12. ISBN 9781450392815. doi:10.1145/3524059.3532371
Kiss, Peter (2022) Deterministic dynamic matching in worst-case update time. In: Innovations in Theoretical Computer Science 2022, Berkley, CA, USA, 31 Jan - 03 Feb 2022. Published in: Leibniz International Proceedings in Informatics (LIPIcs), 215 94:1-94:21. doi:10.4230/LIPIcs.ITCS.2022.94 ISSN 1868-8969.
Le, Thai, Tran-Thanh, Long and Lee, Dongwon (2022) Socialbots on fire : modeling adversarial behaviors of socialbots via multi-agent hierarchical reinforcement learning. In: The ACM Web Conference (WWW 2022), Virtual; Lyon, France, 25-29 Apr 2022. Published in: WWW '22: Proceedings of the ACM Web Conference 2022 pp. 545-554. ISBN 9781450390965. doi:10.1145/3485447.3512215
Liang, Bin, Chen, Zixiao, Gui, Lin, He, Yulan, Yang, Min and Xu, Ruifeng (2022) Zero-shot stance detection via contrastive learning. In: WWW '22: The ACM Web Conference, Online, hosted Lyon, France, 25β29 Apr 2022. Published in: WWW '22: Proceedings of the ACM Web Conference 2022 pp. 2738-2747. ISBN 9781450390965. doi:10.1145/3485447.3511994
Liang, Bin, Lou, Chenwei, Li, Xiang, Yang, Min, Gui, Lin, He, Yulan, Pei, Wenjie and Xu, Ruifeng (2022) Multi-modal sarcasm detection via cross-modal graph convolutional network. In: The 60th Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, Ireland, 22-27 May 2022. Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1 pp. 1767-1777. doi:10.18653/v1/2022.acl-long.124
Liang, Bin, Zhu, Qinlin, Li, Xiang, Yang, Min, Gui, Lin, He, Yulan and Xu, Ruifeng (2022) JointCL : a joint contrastive learning framework for zero-shot stance detection. In: The 60th Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, Ireland, 22-27 May 2022. Published in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1 pp. 81-91. doi:10.18653/v1/2022.acl-long.7
Lisowski, Grzegorz, Ramanujan, M. S. and Turrini, Paolo (2022) Equilibrium computation for knockout tournaments played by groups. In: 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022), Virtual, 9β13 May 2022. Published in: Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022) pp. 807-815. ISBN 9781450392136.
Lokshtanov, Daniel, Panolan, Fahad and Ramanujan, M. S. (2022) Backdoor sets on nowhere dense SAT. In: 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022), Paris, France, 4-8 Jul 2022. Published in: 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022), 229 91:1-91:20. ISBN 9783959772358. doi:10.4230/LIPIcs.ICALP.2022.91 ISSN 1868-8969.
Lokshtanov, Daniel, Panolan, Fahad and Ramanujan, Maadapuzhi Sridharan (2022) Backdoors to nowhere dense SAT. In: 49th EATCS International Colloquium on Automata, Languages and Programming (ICALP), Paris, France ; Virtual, 4-8 Jul 2022. Published in: 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022), 229 91:1-91:20. ISBN 9783959772358. doi:10.4230/LIPIcs.ICALP.2022.91 ISSN 1868-8969.
Lu, Junru, Tan, Xingwei, Pergola, Gabriele, Gui, Lin and He, Yulan (2022) Event-centric question answering via contrastive learning and invertible event transformation. In: EMNLP 2022, Abu Dhabi, United Arab Emirates, 7-11 Dec 2022. Published in: Findings of the Association for Computational Linguistics: EMNLP 2022 pp. 2377-2389.
Ma, Yiming, Sanchez, Victor and Guha, Tanaya (2022) FusionCount : efficient crowd counting via multiscale feature fusion. In: IEEE International Conference on Image Processing, Bordeaux, France, 16-19 Oct 2022. Published in: 2022 IEEE International Conference on Image Processing (ICIP) ISBN 9781665496216. doi:10.1109/ICIP46576.2022.9897322 ISSN 1522-4880.
Maddock, Samuel, Cormode, Graham, Wang, Tianhao, Maple, Carsten and Jha, Somesh (2022) Federated boosted decision trees with differential privacy. In: ACM SIGSAC Conference on Computer and Communications Security (CCS β22), Los Angeles, CA, USA, 7β11 Nov 2022. Published in: Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security (CCS β22) pp. 2249-2263. ISBN 9781450394505. doi:10.1145/3548606.3560687
Merino, Arturo, Mutze, Torsten and Williams, Aaron (2022) All your bases are belong to us : listing all bases of a matroid by greedy exchanges. In: 11th International Conference on Fun with Algorithms (FUN 2022), Sicily, Italy, 30 May - 03 Jun 2022. Published in: 11th International Conference on Fun with Algorithms (FUN 2022), 226 22:1-22:28. ISBN 9783959772327. doi:10.4230/LIPIcs.FUN.2022.22 ISSN 1868-8969.
Mudalige, Gihan R., Reguly, I. Z., Prabhakar, A., Amirante, D., Lapworth, L. and Jarvis, Stephen A. (2022) Towards virtual certification of gas turbine engines with performance-portable simulations. In: 2022 IEEE International Conference on Cluster Computing (CLUSTER), Heidelberg, Germany, 6-9 Sep 2022
Nguyen, Kien, Tripathi, Subarna, Du, Bang, Guha, Tanaya and Truong, Dinh Quang (2022) In defense of scene graphs for image captioning. In: International Conference on Computer Vision (ICCV), 2021, Virtual conference, 11-17 Oct 2021. Published in: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ISBN 9781665428125. doi:10.1109/ICCV48922.2021.00144
Oliveira, Igor C., Lu, Zhenjian and Zimand, Marius (2022) Optimal coding theorems in time-bounded Kolmogorov complexity. In: 49th EATCS International Colloquium on Automata, Languages and Programming (ICALP), Paris ; Online, 4-8 Jul 2022. Published in: 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022), 229 92:1-92:14. ISBN 9783959772358. doi:10.4230/LIPIcs.ICALP.2022.92 ISSN 1868-8969.
Phan, Minh Hieu, Ta, The-Anh, Phung, Son Lam, Tran-Thanh, Long and Bouzerdoum, Abdesselam (2022) Class similarity weighted knowledge distillation for continual semantic segmentation. In: 2022 Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, USA, 19-24 Jun 2022 pp. 16866-16875.
Prabhakar, Arun, Goddard, Christopher R., Amirantec, Dario, Reguly, Istvan Z., Gerstenberger, Axel, Suhrmann, Jan-Friedrich, Jarvis, Stephen A., Lapworth, Leigh and Mudalige, Gihan R. (2022) Virtual certification of gas turbine engines - visualizing the DLR Rig250 compressor. In: Supercomputing 2022 - Scientific Visualization and Data Analytics Showcase, Dallas, TX US, 14β17 Nov 2022
Ramanujan, M. S., Sahu, Abhishek, Saurabh, Saket and Verma, Shaily (2022) An exact algorithm for knot-free vertex deletion. In: 47th International Symposium on Mathematical Foundations of Computer Science (MFCS 2022), Vienna, Austria, 22β26 Aug 2022, 241 78:1-78:15. ISBN 9783959772563. doi:10.4230/LIPIcs.MFCS.2022.78 ISSN 1868-8969.
Rangi, Anshuka, Tran-Thanh, Long, Xu, Haifeng and Franceschetti, Massimo (2022) Saving stochastic bandits from poisoning attacks via limited data verification. In: Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Virtual conference, 22 Feb- 01 Mar 2022. Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 36 (7). pp. 8054-8061. doi:10.1609/aaai.v36i7.20777 ISSN 2374-3468.
Rangi, Anshuka, Xu, Haifeng, Tran-Thanh, Long and Franceschetti, Massimo (2022) Understanding the limits of poisoning attacks in episodic reinforcement learning. In: International Joint Conference on Artificial Intelligence (IJCAI 2022), Vienna, Austria, 25-29 Jul 2022. Published in: Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022) pp. 3394-3400. doi:10.24963/ijcai.2022/471
Ren, Xuebin, Shi, Liang, Yu, Weiren, Yang, Shusen, Zhao, Cong and Xu, Zongben (2022) LDP-IDS : local differential privacy for infinite data streams. In: ACM SIGMOD PODS International Conference on Management of Data, Philadelphia, PA, USA, 12-17 Jun 2022. Published in: SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data pp. 1064-1077. ISBN 9781450392495. doi:10.1145/3514221.3526190
Roy, Debaleena, Guha, Tanaya and Sanchez Silva, Victor (2022) Graph-based transform based on 3D convolutional neural network for intra-prediction of imaging data. In: 2022 Data Compression Conference (DCC), Snowbird, Utah, 22-25 Mar 2022. Published in: 2022 Data Compression Conference (DCC) doi:10.1109/DCC52660.2022.00029 ISSN 2375-0359.
Sanchez Silva, Victor (2022) Overfitted neural networks for block-based intra-prediction. In: (DCC 2023) 2023 Data Compression Conference, Snowbird, UT, USA, 21-24 Mar 2023 (Unpublished)
Scott, Mary, Cormode, Graham and Maple, Carsten (2022) Applying the shuffle model of differential privacy to vector aggregation. In: BICOD21 : British International Conference on Databases, London, UK, 28 Mar 2022. Published in: CEUR Workshop Proceedings pp. 1-10. ISSN 1613-0073.
Shen, Guodong, Ouyang, Yuqi and Sanchez Silva, Victor (2022) Video anomaly detection via prediction network with enhanced spatio-temporal memory exchange. In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, 23-27 May 2022. Published in: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) pp. 3728-3732. ISBN 9781665405416. doi:10.1109/ICASSP43922.2022.9747376
Sun, Zhaoyue, Li, Jiazheng, Pergola, Gabriele, Wallace, Byron, John, Bino, Greene, Nigel, Kim, Joseph and He, Yulan (2022) PHEE : a dataset for pharmacovigilance event extraction from text. In: Conference on Empirical Methods in Natural Language Processing, Abu Dhabi, United Arab Emirates, 7-11 Dec 2022. Published in: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing pp. 5571-5587.
Thejaswini, K. S., Ohlmann, Pierre and Jurdzinski, Marcin (2022) A technique to speed up symmetric attractor-based algorithms for parity games. In: The 42nd Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS), Chennai, India, 15-20 Dec 2022. Published in: Proceedings of the 42nd IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2022), 250 44:1-44:20. ISBN 9783959772617. doi:10.4230/LIPIcs.FSTTCS.2022.32 ISSN 1868-8969.
Wu, Hao, He, Ligang, Li, Chang-Tsun, Li, Junyu, Wu, Wentai and Maple, Carsten (2022) MGGAN : Improving sample generations of Generative Adversarial Networks. In: 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys), Haikou, Hainan, China, 20-22 Dec 2021. Published in: 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys) ISBN 9781665494571. doi:10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00073
Xiao, Yichen, Ou, Han-Ching, Chen, Haipeng, Nguyen, Van Thieu and Tran-Thanh, Long (2022) Sequential vaccine allocation with delayed feedback. In: International Joint Conference on Artificial Intelligence (IJCAI 2022), Vienna, Austria, 25-29 Jul 2022. Published in: Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022) pp. 5199-5205. doi:10.24963/ijcai.2022/722
Xue, Ruidong, Yu, Weiren and Wang, Hongxia (2022) An indexable time series dimensionality reduction method for maximum deviation reduction and similarity search. In: Extending Database Technology (ACM EDBTβ22), Edinburgh, UK, 29 Mar - 01 Apr 2022. Published in: Proceedings of the 25th International Conference on Extending Database Technology (ACM EDBTβ22), 25 (2). pp. 183-195. ISBN 9783893180857. doi:10.48786/edbt.2022.08 ISSN 2367-2005.
Yan, Hanqi, Gui, Lin, Li, Wenjie and He, Yulan (2022) Addressing token uniformity in transformers via singular value transformation. In: Uncertainty in Artificial Intelligence, Eindhoven, The Netherlands, 01-05 Aug 2022. Published in: Proceedings of Machine Learning Research, 180 pp. 2181-2191. ISSN 2640-3498.
Yang, Linyi, Li, Jiazheng, Dong, Ruihai, Zhang, Yue and Smyth, Barry (2022) NumHTML : numeric-oriented hierarchical transformer model for multi-task financial forecasting. In: The 36th AAAI Conference on Artificial Intelligence, Virtual, 22 Feb β 1 Mar 2022. Published in: Proceedings of the AAAI Conference on Artificial Intelligence, 36 (10). pp. 11604-11612. doi:10.1609/aaai.v36i10.21414 ISSN 2374-3468.
Yang, Shanshan and Stansfield, Kim (2022) AI chatbot for educational service improvement in the post-pandemic era : a case study prototype for supporting digital reading list. In: IC4E 2022: 2022 13th International Conference on E-Education, E-Business, E-Management, and E-Learning (IC4E), Tokyo, Japan, 14-17 Jan 2022 pp. 24-29. ISBN 9781450387187. doi:10.1145/3514262.3514289
Zennaro, Fabio Massimo (2022) Abstraction between structural causal models : a review of definitions and properties. In: UAI 2022 Workshop on Causal Representation Learning, Eindhoven, Netherlands, 5 Aug 2022
Zennaro, Fabio Massimo, Turrini, Paolo and Damoulas, Theodoros (2022) Towards computing an optimal abstraction for structural causal models. In: UAI 2022 Workshop on Causal Representation Learning, Eindhoven, Netherlands, 5 Aug 2022
Zhu, Lixing, Fang, Zheng, Pergola, Gabriele, Procter, Rob and He, Yulan (2022) Disentangled learning of stance and aspect topics for vaccine attitude detection in social media. In: 2022 Conference of the North American Chapter of the Association for Computational Linguistics, Seattle, United States, 10β15 Jul 2022. Published in: Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics pp. 1566-1580. doi:10.18653/v1/2022.naacl-main.112
Working or Discussion Paper
Prangnell, Lee and Sanchez Silva, Victor (2022) Spectral-PQ : a novel spectral sensitivity-orientated perceptual compression technique for RGB 4:4:4 video data. Working Paper. arXiv. (Submitted)
Journal Item
Valdes, Daniela, Alqazlan, Lama, Procter, Rob and Dale, Jeremy (2022) Global evidence on the rapid adoption of telemedicine in primary care during the first two years of the COVID-19 pandemic : a scoping review protocol. Systematic Reviews, 11 . 124. ISSN 2046-4053 doi:10.1186/s13643-022-01934-3