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Kishlay Jha

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2020 – today

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2024
[c17]
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Juncheng Ding, Shailesh Daha, Bijaya Adhikari, Kishlay Jha:
Learning to Rank Complex Biomedical Hypotheses for Accelerating Scientific Discovery. ICHI 2024: 285-293
2023
[c16]
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Akash Choudhuri, Hankyu Jang, Alberto M. Segre, Philip M. Polgreen, Kishlay Jha, Bijaya Adhikari:
Continually-Adaptive Representation Learning Framework for Time-Sensitive Healthcare Applications. CIKM 2023: 4538-4544
2022
[j7]
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Kishlay Jha, Aidong Zhang:
Continual knowledge infusion into pre-trained biomedical language models. Bioinform. 38(2): 494-502 (2022)
[c15]
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Jianhui Sun, Mengdi Huai, Kishlay Jha, Aidong Zhang:
Demystify Hyperparameters for Stochastic Optimization with Transferable Representations. KDD 2022: 1706-1716
2021
[j6]
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  - journals/bioinformatics/JhaXZ21
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Kishlay Jha, Guangxu Xun, Aidong Zhang:
Continual representation learning for evolving biomedical bipartite networks. Bioinform. 37(15): 2190-2197 (2021)
[j5]
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Guangxu Xun, Kishlay Jha, Aidong Zhang:
MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable MeSH Probes. ACM Trans. Knowl. Discov. Data 15(1): 11:1-11:14 (2021)
[c14]
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Haoyu Wang, Xuan Wang, Yaqing Wang, Guangxu Xun, Kishlay Jha, Jing Gao:
InterHG: an Interpretable and Accurate Model for Hypothesis Generation. BIBM 2021: 1552-1557
[c13]
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Kishlay Jha, Guangxu Xun, Nan Du, Aidong Zhang:
Knowledge-Guided Efficient Representation Learning for Biomedical Domain. KDD 2021: 3077-3085
[c12]
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Yaqing Wang, Fenglong Ma, Haoyu Wang, Kishlay Jha, Jing Gao:
Multimodal Emergent Fake News Detection via Meta Neural Process Networks. KDD 2021: 3708-3716
[i2]
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  - journals/corr/abs-2103-00479
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Kishlay Jha:
Knowledge-Base Enriched Word Embeddings for Biomedical Domain. CoRR abs/2103.00479 (2021)
[i1]
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  - journals/corr/abs-2106-13711
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Yaqing Wang, Fenglong Ma, Haoyu Wang, Kishlay Jha, Jing Gao:
Multimodal Emergent Fake News Detection via Meta Neural Process Networks. CoRR abs/2106.13711 (2021)
2020
[c11]
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Guangxu Xun, Kishlay Jha, Jianhui Sun, Aidong Zhang:
Correlation Networks for Extreme Multi-label Text Classification. KDD 2020: 1074-1082

2010 – 2019

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2019
[j4]
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  - journals/bioinformatics/XunJYWZ19
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Guangxu Xun, Kishlay Jha, Ye Yuan, Yaqing Wang, Aidong Zhang:
MeSHProbeNet: a self-attentive probe net for MeSH indexing. Bioinform. 35(19): 3794-3802 (2019)
[j3]
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Vishrawas Gopalakrishnan, Kishlay Jha, Wei Jin, Aidong Zhang:
A survey on literature based discovery approaches in biomedical domain. J. Biomed. Informatics 93 (2019)
[j2]
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Kishlay Jha, Guangxu Xun, Vishrawas Gopalakrishnan, Aidong Zhang:
DWE-Med: Dynamic Word Embeddings for Medical Domain. ACM Trans. Knowl. Discov. Data 13(2): 19:1-19:21 (2019)
[c10]
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Guangxu Xun, Kishlay Jha, Ye Yuan, Aidong Zhang:
Topic Discovery for Biomedical Corpus Using MeSH Embeddings. BHI 2019: 1-4
[c9]
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Kishlay Jha, Guangxu Xun, Yaqing Wang, Aidong Zhang:
Hypothesis Generation From Text Based On Co-Evolution Of Biomedical Concepts. KDD 2019: 843-851
2018
[j1]
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Vishrawas Gopalakrishnan, Kishlay Jha, Guangxu Xun, Hung Q. Ngo, Aidong Zhang:
Towards self-learning based hypotheses generation in biomedical text domain. Bioinform. 34(12): 2103-2115 (2018)
[c8]
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Kishlay Jha, Yaqing Wang, Guangxu Xun, Aidong Zhang:
Interpretable Word Embeddings for Medical Domain. ICDM 2018: 1061-1066
[c7]
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Yaqing Wang, Fenglong Ma, Zhiwei Jin, Ye Yuan, Guangxu Xun, Kishlay Jha, Lu Su, Jing Gao:
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection. KDD 2018: 849-857
[c6]
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Kishlay Jha, Guangxu Xun, Yaqing Wang, Vishrawas Gopalakrishnan, Aidong Zhang:
Concepts-Bridges: Uncovering Conceptual Bridges Based on Biomedical Concept Evolution. KDD 2018: 1599-1607
2017
[c5]
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Kishlay Jha, Guangxu Xun, Vishrawas Gopalakrishnan, Aidong Zhang:
Augmenting word embeddings through external knowledge-base for biomedical application. IEEE BigData 2017: 1965-1974
[c4]
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Guangxu Xun, Kishlay Jha, Vishrawas Gopalakrishnan, Yaliang Li, Aidong Zhang:
Generating Medical Hypotheses Based on Evolutionary Medical Concepts. ICDM 2017: 535-544
2016
[c3]
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Kishlay Jha, Wei Jin:
Mining Novel Knowledge from Biomedical Literature using Statistical Measures and Domain Knowledge. BCB 2016: 317-326
[c2]
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Kishlay Jha, Wei Jin:
Mining Hidden Knowledge from the Counterterrorism Dataset Using Graph-Based Approach. NLDB 2016: 310-317
[c1]
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  - conf/semco/YanJJ16
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Peng Yan, Wei Jin, Kishlay Jha:
Discovering Semantic Relationships between Concepts from MEDLINE. ICSC 2016: 370-373

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