Office of the Vice Chancellor for Research and Innovation

Research Output

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Conference contribution
2020

Aloe: Verifying reliability of approximate programs in the presence of recovery mechanisms

Joshi, K., Fernando, V. & Misailovic, S., Feb 22 2020, CGO 2020 - Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization. Mars, J., Tang, L., Xue, J. & Wu, P. (eds.). Association for Computing Machinery, Inc, p. 56-67 12 p. (CGO 2020 - Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Anchor box optimization for object detection

Zhong, Y., Wang, J., Peng, J. & Zhang, L., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 1275-1283 9 p. 9093498. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Anomaly detection in traffic surveillance videos with GAN-based future frame prediction

Nguyen, K. T., Dinh, D. T., Do, M. N. & Tran, M. T., Jun 8 2020, ICMR 2020 - Proceedings of the 2020 International Conference on Multimedia Retrieval. Association for Computing Machinery, Inc, p. 457-463 7 p. (ICMR 2020 - Proceedings of the 2020 International Conference on Multimedia Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Physics-Motivated DNN for X-Ray CT Scatter Correction

Iskender, B. & Bresler, Y., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 609-613 5 p. 9098512. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A preclinical small animal imaging platform combining multi-angle photoacoustic and fluorescence projections into co-registered 3D maps

Thompson, W., Yu, A., Dumani, D. S., Cook, J., Anastasio, M. A., Emelianov, S. Y. & Ermilov, S. A., 2020, Photons Plus Ultrasound: Imaging and Sensing 2020. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 112400L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11240).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A toroidal maxwell-cremona-delaunay correspondence

Erickson, J. & Lin, P., Jun 1 2020, 36th International Symposium on Computational Geometry, SoCG 2020. Cabello, S. & Chen, D. Z. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, LIPIcs-SoCG-2020-40. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 164).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A validated scoring rubric for explain-in-plain-english questions

Chen, B., Azad, S., Haldar, R., West, M. & Zilles, C., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 563-569 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Baldur: A power-efficient and scalable network using all-optical switches

Jokar, M. R., Qiu, J., Chong, F. T., Goddard, L. L., Dallesasse, J. M., Feng, M. & Li, Y., Feb 2020, Proceedings - 2020 IEEE International Symposium on High Performance Computer Architecture, HPCA 2020. Institute of Electrical and Electronics Engineers Inc., p. 153-166 14 p. 9065595. (Proceedings - 2020 IEEE International Symposium on High Performance Computer Architecture, HPCA 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Becoming Together: Creating and Looking at Collaborations as Learning Products

Kumar, V., Jayathirtha, G., Halverson, E. R., Carter-Stone, L., Leander, K. M., Tissenbaum, M., Wheeler, N. T. & Litts, B. K., Jun 2020, The Interdisciplinarity of the Learning Sciences: 14th International Conference of the Learning Sciences (ICLS) 2020. Gresalfi, M. & Horn, I. S. (eds.). International Society of the Learning Sciences (ISLS), Vol. 3. p. 1511-1518

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Collective development of large scale data science products via modularized assignments: An experience report

Bhavya, Boughoula, A., Green, A. & Zhai, C. X., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 1200-1206 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Collective Multi-type Entity Alignment between Knowledge Graphs

Zhu, Q., Wei, H., Sisman, B., Zheng, D., Faloutsos, C., Dong, X. L. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2241-2252 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

CrossWeigh: Training named entity tagger from imperfect annotations

Wang, Z., Shang, J., Liu, L., Lu, L., Liu, J. & Han, J., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 5154-5163 10 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

CrowdQM: Learning Aspect-Level User Reliability and Comment Trustworthiness in Discussion Forums

Morales, A., Narang, K., Sundaram, H. & Zhai, C., 2020, Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Proceedings. Lauw, H. W., Lim, E-P., Wong, R. C-W., Ntoulas, A., Ng, S-K. & Pan, S. J. (eds.). Springer, p. 592-605 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12084 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction

Jin, L., Doshi-Velez, F., Miller, T., Schuler, W. & Schwartz, L., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2721-2731 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discriminative Topic Mining via Category-Name Guided Text Embedding

Meng, Y., Huang, J., Wang, G., Wang, Z., Zhang, C., Zhang, Y. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2121-2132 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

DLbricks: Composable benchmark generation to reduce deep learning benchmarking effort on CPUs

Li, C., Dakkak, A., Xiong, J. & Hwu, W. M., Apr 20 2020, ICPE 2020 - Proceedings of the ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 202-209 8 p. (ICPE 2020 - Proceedings of the ACM/SPEC International Conference on Performance Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

DZip: Improved general-purpose lossless compression based on novel neural network modeling

Goyal, M., Tatwawadi, K., Chandak, S. & Ochoa, I., Mar 2020, Proceedings - DCC 2020: Data Compression Conference. Bilgin, A., Marcellin, M. W., Serra-Sagrista, J. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., 1 p. 9105846. (Data Compression Conference Proceedings; vol. 2020-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient contextualized representation: Language model pruning for sequence labeling

Liu, L., Ren, X., Shang, J., Gu, X., Peng, J. & Han, J., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1215-1225 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

EMRQA: A large corpus for question answering on electronic medical records

Pampari, A., Raghavan, P., Liang, J. & Peng, J., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2357-2368 12 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Evolutionary context-integrated deep sequence modeling for protein engineering

Luo, Y., Vo, L., Ding, H., Su, Y., Liu, Y., Qian, W. W., Zhao, H. & Peng, J., 2020, Research in Computational Molecular Biology - 24th Annual International Conference, RECOMB 2020, Proceedings. Schwartz, R. (ed.). Springer, p. 261-263 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12074 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experimental Investigation of Coupled Thermo-Hydraulic Properties of Glacial Tills

Baser, T., Kim, K., Tarpey, E., Makhnenko, R. & Stumpf, A., Feb 2020, Geo-Congress 2020: Geo-Systems, Sustainability, Geoenvironmental Engineering, and Unsaturated Soil Mechanics. Hambleton, J. P., Makhnenko, R. & Budge, A. S. (eds.). American Society of Civil Engineers, p. 1-10 10 p. (Geotechnical Special Publication; vol. 319).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploring the Relationship Between the Types of Interactions and Progress on a Task during Collaborative Problem Solving

Shehab, S. & Mercier, E., 2020, The Interdisciplinarity of the Learning Sciences, 14th International Conference of the Learning Sciences (ICLS) 2020. Gresalfi, M. & Horn, I. S. (eds.). International Society of the Learning Sciences (ISLS), Vol. 3. p. 1285-1292

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Functional epsilon entropy

Basu, S., Seo, D. & Varshney, L., Mar 2020, Proceedings - DCC 2020: Data Compression Conference. Bilgin, A., Marcellin, M. W., Serra-Sagrista, J. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 332-341 10 p. 9105781. (Data Compression Conference Proceedings; vol. 2020-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gender and Gendered Discourse in Online STEM College Courses

Henricks, G. M., Bhat, S. & Perry, M., Jun 2020, The Interdisciplinarity of the Learning Sciences: 14th International Conference of the Learning Sciences (ICLS) 2020. Gresalfi, M. & Horn, I. S. (eds.). International Society of the Learning Sciences, Vol. 2. p. 811-812

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Generating Representative Headlines for News Stories

Gu, X., Mao, Y., Han, J., Liu, J., Wu, Y., Yu, C., Finnie, D., Yu, H., Zhai, J. & Zukoski, N., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 1773-1784 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion

Huang, J., Xie, Y., Meng, Y., Shen, J., Zhang, Y. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2188-2198 11 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Hierarchical text classification with reinforced label assignment

Mao, Y., Tian, J., Han, J. & Ren, X., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 445-455 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

InF-VAE: A variational autoencoder framework to integrate homophily and influence in diffusion prediction

Sankar, A., Zhang, X., Krishnan, A. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 510-518 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Learning efficient channels with a dual loss autoencoder

Granstedt, J. L., Zhou, W. & Anastasio, M. A., Jan 1 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning named entity tagger using domain-specific dictionary

Shang, J., Liu, L., Gu, X., Ren, X., Ren, T. & Han, J., Jan 1 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2054-2064 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning numerical observers using unsupervised domain adaptation

He, S., Zhou, W., Li, H. & Anastasio, M. A., Jan 1 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Markov-Chain Monte Carlo approximation of the Ideal Observer using generative adversarial networks

Zhou, W. & Anastasio, M. A., Jan 1 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MC-Explorer: Analyzing and visualizing motif-cliques on large networks

Li, B., Cheng, R., Hu, J., Fang, Y., Ou, M., Luo, R., Chang, K. C. C. & Lin, X., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 1722-1725 4 p. 9101676. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Measuring the score advantage on asynchronous exams in an undergraduate cs course

Silva, M., West, M. & Zilles, C., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 873-879 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks

Bhadra, S., Zhou, W. & Anastasio, M. A., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, 113120V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-agent safety verification using symmetry transformations

Sibai, H., Mokhlesi, N., Fan, C. & Mitra, S., Jan 1 2020, Tools and Algorithms for the Construction and Analysis of Systems- 26th International Conference, TACAS 2020, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2020, Proceedings, Part I. Biere, A. & Parker, D. (eds.). Springer, p. 173-190 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12078 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Multimodal Fusion of Imaging and Genomics for Lung Cancer Recurrence Prediction

Subramanian, V., Do, M. N. & Syeda-Mahmood, T., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 804-808 5 p. 9098545. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiplexed cytokine detection for immunodiagnostics using silicon photonic microring resonator arrays

Robison, H. M., Escalante, P., Valera, E., Erskine, C. L., Auvil, L., Sasieta, H. C., Bushell, C., Welge, M. & Bailey, R. C., Jan 1 2020, 21st International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2017. Chemical and Biological Microsystems Society, p. 3-4 2 p. (21st International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network

Shang, J., Zhang, X., Liu, L., Li, S. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 1908-1919 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Online discussion forum help-seeking behaviors of students underrepresented in STEM

Jay, V., Henricks, G. M., Anderson, C. J., Angrave, L. C., Bosch, N., Williams-Dobosz, D., Shaik, N., Bhat, S. & Perry, M., Jun 2020, The Interdisciplinarity of the Learning Sciences: 14th International Conference of the Learning Sciences (ICLS) 2020. Gresalfi, M. & Horn, I. S. (eds.). International Society of the Learning Sciences, Vol. 2. p. 809-810

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pare: A paper-reviewer matching approach using a common topic space

Anjum, O., Gong, H., Bhat, S., Xiong, J. & Hwu, W. M., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 518-528 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Polynomial-time statistical estimation of species trees under gene duplication and loss

Legried, B., Molloy, E. K., Warnow, T. & Roch, S., 2020, Research in Computational Molecular Biology - 24th Annual International Conference, RECOMB 2020, Proceedings. Schwartz, R. (ed.). Springer, p. 120-135 16 p. (Lecture Notes in Computer Science; vol. 12074 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predicting Longitudinal Cognitive Scores Using Baseline Imaging and Clinical Variables

Saboo, K., Hu, C., Varatharajah, Y., Vemuri, P. & Iyer, R., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1326-1330 5 p. 9098511. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Preposition sense disambiguation and representation

Gong, H., Mu, J., Bhat, S. & Viswanath, P., 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 1510-1521 12 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Progressively-Growing AmbientGANs for learning stochastic object models from imaging measurements

Zhou, W., Bhadra, S., Brooks, F. J., Li, H. & Anastasio, M. A., Jan 1 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantitative ultrasound successes: Past, present and future

Oelze, M. L., Jan 1 2020, Medical Imaging 2020: Ultrasonic Imaging and Tomography. Byram, B. C. & Ruiter, N. V. (eds.). SPIE, 113190X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11319).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommendation for video advertisements based on personality traits and companion content

Dey, S., Duff, B. R. L., Chhaya, N., Fu, W., Swaminathan, V. & Karahalios, K., Mar 17 2020, Proceedings of the 25th International Conference on Intelligent User Interfaces, IUI 2020. Association for Computing Machinery, p. 144-154 11 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Relation learning on social networks with multi-modal graph edge variational autoencoders

Yang, C., Zhang, J., Wang, H., Li, S., Kim, M., Walker, M., Xiao, Y. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 699-707 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Reliability-aware dynamic feature composition for name tagging

Lin, Y., Liu, L., Ji, H., Yu, D. & Han, J., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 165-174 10 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ROSE: Role-based Signed Network Embedding

Javari, A., Derr, T., Esmailian, P., Tang, J. & Chang, K. C. C., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2782-2788 7 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access