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Jiawei Han

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  • 2022

    Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds

    Zhang, Y., Meng, Y., Wang, X., Wang, S. & Han, J., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 279-290 12 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters

    Lee, D., Shen, J., Kang, S., Yoon, S., Han, J. & Yu, H., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 2819-2829 11 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations

    Jiang, M., Song, X., Zhang, J. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 925-934 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • THINK: Temporal Hypergraph Hyperbolic Network

    Agarwal, S., Sawhney, R., Thakkar, M., Nakov, P., Han, J. & Derr, T., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 849-854 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations

    Meng, Y., Zhang, Y., Huang, J., Zhang, Y. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 3143-3152 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation

    Lee, D., Shen, J., Lee, S., Yoon, S., Yu, H. & Han, J., 2022, p. 1687-1700. 14 p.

    Research output: Contribution to conference › Paper › peer-review

    Open Access

  • Towards a Unified Multi-Dimensional Evaluator for Text Generation

    Zhong, M., Liu, Y., Yin, D., Mao, Y., Jiao, Y., Liu, P., Zhu, C., Ji, H. & Han, J., 2022, p. 2023-2038. 16 p.

    Research output: Contribution to conference › Paper › peer-review

  • Toward Tweet Entity Linking with Heterogeneous Information Networks

    Shen, W., Yin, Y., Yang, Y., Han, J., Wang, J. & Yuan, X., Dec 1 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 12, p. 6003-6017 15 p.

    Research output: Contribution to journal › Article › peer-review

  • UNIPELT: A Unified Framework for Parameter-Efficient Language Model Tuning

    Mao, Y., Mathias, L., Hou, R., Almahairi, A., Ma, H., Han, J., Yih, W. T. & Khabsa, M., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 6253-6264 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unsupervised Key Event Detection from Massive Text Corpora

    Zhang, Y., Guo, F., Shen, J. & Han, J., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2535-2544 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Unsupervised Multi-Granularity Summarization

    Zhong, M., Liu, Y., Ge, S., Mao, Y., Jiao, Y., Zhang, X., Xu, Y., Zhu, C., Zeng, M. & Han, J., 2022, p. 5009-5024. 16 p.

    Research output: Contribution to conference › Paper › peer-review

  • 2021

    AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich Networks

    Yu, Z., Jin, D., Liu, Z., He, D., Wang, X., Tong, H. & Han, J., 2021, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Bailey, J., Miettinen, P., Koh, Y. S., Tao, D. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 837-846 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2021-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks

    Jin, D., Song, X., Yu, Z., Liu, Z., Zhang, H., Cheng, Z. & Han, J., Aug 3 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 157-165 9 p. (WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • CHEMNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision

    Wang, X., Hu, V., Song, X., Garg, S., Xiao, J. & Han, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 5227-5240 14 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

    Meng, Y., Xiong, C., Bajaj, P., Tiwary, S., Bennett, P., Han, J. & Song, X., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 23102-23114 13 p. (Advances in Neural Information Processing Systems; vol. 28).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • CODA: CONTRAST-ENHANCED AND DIVERSITY-PROMOTING DATA AUGMENTATION FOR NATURAL LANGUAGE UNDERSTANDING

    Qu, Y., Shen, D., Shen, Y., Sajeev, S., Han, J. & Chen, W., 2021.

    Research output: Contribution to conference › Paper › peer-review

  • Corpus-based Open-Domain Event Type Induction

    Shen, J., Zhang, Y., Ji, H. & Han, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 5427-5440 14 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation

    Wang, Q., Li, M., Wang, X., Parulian, N., Han, G., Ma, J., Tu, J., Lin, Y., Zhang, H., Liu, W., Chauhan, A., Guan, Y., Li, B., Li, R., Song, X., Fung, Y. R., Ji, H., Han, J., Chang, S. F. & Pustejovsky, J. & 7 others, Rah, J., Liem, D., Elsayed, A., Palmer, M., Voss, C., Schneider, C. & Onyshkevych, B., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations. Association for Computational Linguistics (ACL), p. 66-77 12 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data Mining and Knowledge Discovery

    Zhang, C. & Han, J., 2021, Urban Book Series. Springer, p. 797-814 18 p. (Urban Book Series).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    Open Access

  • Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

    Meng, Y., Zhang, Y., Huang, J., Wang, X., Zhang, Y., Ji, H. & Han, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 10367-10378 12 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Document-Level Event Argument Extraction by Conditional Generation

    Li, S., Ji, H. & Han, J., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 894-908 15 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Event Time Extraction and Propagation via Graph Attention Networks

    Wen, H., Qu, Y., Ji, H., Ning, Q., Han, J., Sil, A., Tong, H. & Roth, D., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 62-73 12 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation

    Mao, Y., Ma, W., Lei, D., Han, J. & Ren, X., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 5063-5074 12 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Few-Shot Named Entity Recognition: An Empirical Baseline Study

    Huang, J., Li, C., Subudhi, K., Jose, D., Balakrishnan, S., Chen, W., Peng, B., Gao, J. & Han, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 10408-10423 16 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • FUSE: Multi-faceted Set Expansion by Coherent Clustering of Skip-Grams

    Zhu, W., Gong, H., Shen, J., Zhang, C., Shang, J., Bhat, S. & Han, J., 2021, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Springer, p. 617-632 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12459 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Generation-augmented retrieval for open-domain question answering

    Mao, Y., He, P., Liu, X., Shen, Y., Gao, J., Han, J. & Chen, W., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4089-4100 12 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hierarchical Metadata-Aware Document Categorization under Weak Supervision

    Zhang, Y., Chen, X., Meng, Y. & Han, J., Aug 3 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 770-778 9 p. (WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • MATCH: Metadata-aware text classification in a large hierarchy

    Zhang, Y., Shen, Z., Dong, Y., Wang, K. & Han, J., Apr 19 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, p. 3246-3257 12 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Minimally-supervised structure-rich text categorization via learning on text-rich networks

    Zhang, X., Zhang, C., Dong, X. L., Shang, J. & Han, J., Apr 19 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, p. 3258-3268 11 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • On the Power of Pre-Trained Text Representations: Models and Applications in Text Mining

    Meng, Y., Huang, J., Zhang, Y. & Han, J., Aug 14 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4052-4053 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On the Transformer Growth for Progressive BERT Training

    Gu, X., Liu, L., Yu, H., Li, J., Chen, C. & Han, J., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 5174-5180 7 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Open-Domain Question Answering with Pre-Constructed Question Spaces

    Xiao, J., Wang, L., Dernoncourt, F., Bui, T., Sun, T. & Han, J., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Student Research Workshop. Association for Computational Linguistics (ACL), p. 61-67 7 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Student Research Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Out-of-Category Document Identification Using Target-Category Names as Weak Supervision

    Lee, D., Hyun, D., Han, J. & Yu, H., 2021, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Bailey, J., Miettinen, P., Koh, Y. S., Tao, D. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1186-1191 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2021-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Reader-Guided Passage Reranking for Open-Domain Question Answering

    Mao, Y., He, P., Liu, X., Shen, Y., Gao, J., Han, J. & Chen, W., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 344-350 7 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System

    Wen, H., Lin, Y., Lai, T. M., Pan, X., Li, S., Lin, X., Zhou, B., Li, M., Wang, H., Zhang, H., Yu, X., Dong, A., Wang, Z., Fung, Y. R., Mishra, P., Lyu, Q., Surís, D., Chen, B., Brown, S. W. & Palmer, M. & 6 others, Callison-Burch, C., Vondrick, C., Han, J., Roth, D., Chang, S. F. & Ji, H., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations. Association for Computational Linguistics (ACL), p. 133-143 11 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup

    Gao, L., Zhang, Y., Han, J. & Callan, J., 2021, RepL4NLP 2021 - 6th Workshop on Representation Learning for NLP, Proceedings of the Workshop. Rogers, A., Calixto, I., Calixto, I., Vulic, I., Saphra, N., Kassner, N., Camburu, O.-M., Bansal, T. & Shwartz, V. (eds.). Association for Computational Linguistics (ACL), p. 316-321 6 p. (RepL4NLP 2021 - 6th Workshop on Representation Learning for NLP, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data

    Zhu, Q., Ponomareva, N., Han, J. & Perozzi, B., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 27965-27977 13 p. (Advances in Neural Information Processing Systems; vol. 33).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Simulating Online Social Response: A Stimulus/Response Perspective

    Shao, H., Abdelzaher, T., Han, J., Jiang, M., Mao, Y., Meng, Y., Qiu, W., Sun, D., Wang, R., Yang, C., Yang, Z., Zhang, X., Zhang, Y., Cohen, S., Flamino, J., Korniss, G., Malik, O., Mandviwalla, A., Szymanski, B. & Yin, L., 2021, 2021 Winter Simulation Conference, WSC 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Winter Simulation Conference; vol. 2021-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • SumDoCs: Surrounding-aware unsupervised multi-document summarization

    Zhu, Q., Guo, F., Tian, J., Mao, Y. & Han, J., 2021, SIAM International Conference on Data Mining, SDM 2021. Siam Society, p. 477-485 9 p. (SIAM International Conference on Data Mining, SDM 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names

    Shen, J., Qiu, W., Meng, Y., Shang, J., Ren, X. & Han, J., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4239-4249 11 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract)

    Yang, C., Zhang, J. & Han, J., 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z.-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 4859-4863 5 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction

    Li, M., Li, S., Wang, Z., Huang, L., Cho, K., Ji, H., Han, J. & Voss, C., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 5203-5215 13 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Training ELECTRA Augmented with Multi-word Selection

    Shen, J., Liu, J., Liu, T., Yu, C. & Han, J., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 2475-2486 12 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization

    Zhu, Q., Yang, C., Xu, Y., Wang, H., Zhang, C. & Han, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 1766-1779 14 p. (Advances in Neural Information Processing Systems; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • UCPhrase: Unsupervised Context-aware Quality Phrase Tagging

    Gu, X., Wang, Z., Bi, Z., Meng, Y., Liu, L., Han, J. & Shang, J., Aug 14 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 478-486 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Universal Graph Convolutional Networks

    Jin, D., Yu, Z., Huo, C., Wang, R., Wang, X., He, D. & Han, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 10654-10664 11 p. (Advances in Neural Information Processing Systems; vol. 13).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2020

    A Data-Driven Graph Generative Model for Temporal Interaction Networks

    Zhou, D., Zheng, L., Han, J. & He, J., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 401-411 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types

    Dong, X. L., He, X., Kan, A., Li, X., Liang, Y., Ma, J., Xu, Y. E., Zhang, C., Zhao, T., Blanco Saldana, G., Deshpande, S., Michetti Manduca, A., Ren, J., Singh, S. P., Xiao, F., Chang, H. S., Karamanolakis, G., Mao, Y., Wang, Y. & Faloutsos, C. & 2 others, McCallum, A. & Han, J., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2724-2734 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Automatic Textual Evidence Mining in COVID-19 Literature

    Wang, X., Liu, W., Chauhan, A., Guan, Y. & Han, J., Apr 27 2020, (In preparation) (arXiv:2004.12563).

    Research output: Working paper

  • Co-embedding network nodes and hierarchical labels with taxonomy based generative adversarial networks

    Yang, C., Zhang, J. & Han, J., Nov 2020, Proceedings - 20th IEEE International Conference on Data Mining, ICDM 2020. Plant, C., Wang, H., Cuzzocrea, A., Zaniolo, C. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 721-730 10 p. 9338301. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2020-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution