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Qi He 0002

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affiliation: IBM Almaden Research Center, San Jose, CA, USA
affiliation: Pennsylvania State University, College of Information Sciences and Technology, CiteSeerX project, PA, USA
affiliation (PhD 2009): Nanyang Technological University, Division of Information Systems, School of Computer Engineering, Singapore

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2020 – today

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2024
[j9]
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Zicun Cong, Baoxu Shi, Shan Li, Jaewon Yang, Qi He, Jian Pei:
FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently. IEEE Trans. Knowl. Data Eng. 36(4): 1537-1551 (2024)
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Yan Han, Kaiqi Chen, Shan Li, Ji Yan, Baoxu Shi, Lei Zhang, Fei Chen, Jaewon Yang, Yunpeng Xu, Xiaoqiang Luo, Qi He, Ying Ding, Zhangyang Wang:
Turning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting. WWW (Companion Volume) 2024: 903-906
[i7]
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Jingying Zeng, Richard Huang, Waleed Malik, Langxuan Yin, Bojan Babic, Danny Shacham, Xiao Yan, Jaewon Yang, Qi He:
Large Language Models for Social Networks: Applications, Challenges, and Solutions. CoRR abs/2401.02575 (2024)
[i6]
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Zicun Cong, Baoxu Shi, Shan Li, Jaewon Yang, Qi He, Jian Pei:
FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently. CoRR abs/2401.14702 (2024)
2023
[i5]
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Jingying Zeng, Jaewon Yang, Waleed Malik, Xiao Yan, Richard Huang, Qi He:
Let AI Entertain You: Increasing User Engagement with Generative AI and Rejection Sampling. CoRR abs/2312.12457 (2023)
2021
[c38]
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Xiao Yan, Ada Ma, Jaewon Yang, Lin Zhu, How Jing, Jacob Bollinger, Qi He:
Contextual Skill Proficiency via Multi-task Learning at LinkedIn. CIKM 2021: 4273-4282
[c37]
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Minji Yoon, Théophile Gervet, Baoxu Shi, Sufeng Niu, Qi He, Jaewon Yang:
Performance-Adaptive Sampling Strategy Towards Fast and Accurate Graph Neural Networks. KDD 2021: 2046-2056
2020
[c36]
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Baoxu Shi, Jaewon Yang, Feng Guo, Qi He:
Salience and Market-aware Skill Extraction for Job Targeting. KDD 2020: 2871-2879
[c35]
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Baoxu Shi, Shan Li, Jaewon Yang, Mustafa Emre Kazdagli, Qi He:
Learning to Ask Screening Questions for Job Postings. SIGIR 2020: 549-558
[c34]
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Shan Li, Baoxu Shi, Jaewon Yang, Ji Yan, Shuai Wang, Fei Chen, Qi He:
Deep Job Understanding at LinkedIn. SIGIR 2020: 2145-2148
[c33]
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Qi He, Jaewon Yang, Baoxu Shi:
Constructing Knowledge Graph for Social Networks in A Deep and Holistic Way. WWW (Companion Volume) 2020: 307-308
[i4]
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  - journals/corr/abs-2004-14969
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Baoxu Shi, Shan Li, Jaewon Yang, Mustafa Emre Kazdagli, Qi He:
Learning to Ask Screening Questions for Job Postings. CoRR abs/2004.14969 (2020)
[i3]
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Baoxu Shi, Jaewon Yang, Feng Guo, Qi He:
Salience and Market-aware Skill Extraction for Job Targeting. CoRR abs/2005.13094 (2020)
[i2]
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  - journals/corr/abs-2006-12425
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Shan Li, Baoxu Shi, Jaewon Yang, Ji Yan, Shuai Wang, Fei Chen, Qi He:
Deep Job Understanding at LinkedIn. CoRR abs/2006.12425 (2020)

2010 – 2019

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2019
[c32]
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Baoxu Shi, Jaewon Yang, Tim Weninger, How Jing, Qi He:
Representation Learning in Heterogeneous Professional Social Networks with Ambiguous Social Connections. IEEE BigData 2019: 1928-1937
[c31]
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Xiao Yan, Jaewon Yang, Mikhail Obukhov, Lin Zhu, Joey Bai, Shiqi Wu, Qi He:
Social Skill Validation at LinkedIn. KDD 2019: 2943-2951
[i1]
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  - journals/corr/abs-1910-10763
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Baoxu Shi, Jaewon Yang, Tim Weninger, How Jing, Qi He:
Representation Learning in Heterogeneous Professional Social Networks with Ambiguous Social Connections. CoRR abs/1910.10763 (2019)
2017
[c30]
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Liangyue Li, How Jing, Hanghang Tong, Jaewon Yang, Qi He, Bee-Chung Chen:
NEMO: Next Career Move Prediction with Contextual Embedding. WWW (Companion Volume) 2017: 505-513
2016
[j8]
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Peifeng Yin, Qi He, Xingjie Liu, Wang-Chien Lee:
It takes two to tango: Exploring social tie development with both online and offline interactions. Stat. Anal. Data Min. 9(3): 174-187 (2016)
2015
[j7]
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Ming Ji, Qi He, Jiawei Han, W. Scott Spangler:
Mining strong relevance between heterogeneous entities from unstructured biomedical data. Data Min. Knowl. Discov. 29(4): 976-998 (2015)
[j6]
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Chenliang Li, Aixin Sun, Jianshu Weng, Qi He:
Tweet Segmentation and Its Application to Named Entity Recognition. IEEE Trans. Knowl. Data Eng. 27(2): 558-570 (2015)
[c29]
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Deepak Agarwal, Bee-Chung Chen, Qi He, Zhenhao Hua, Guy Lebanon, Yiming Ma, Pannagadatta Shivaswamy, Hsiao-Ping Tseng, Jaewon Yang, Liang Zhang:
Personalizing LinkedIn Feed. KDD 2015: 1651-1660
2014
[j5]
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Qi He, Juanzi Li, Rong Yan, John Yen, Haizheng Zhang:
Introduction to the Special Issue on Linking Social Granularity and Functions. ACM Trans. Intell. Syst. Technol. 5(2): 22:1-22:3 (2014)
[j4]
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Zhen Liao, Yang Song, Yalou Huang, Li-wei He, Qi He:
Task Trail: An Effective Segmentation of User Search Behavior. IEEE Trans. Knowl. Data Eng. 26(12): 3090-3102 (2014)
[c28]
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Xingjie Liu, Yuanyuan Tian, Qi He, Wang-Chien Lee, John McPherson:
Distributed Graph Summarization. CIKM 2014: 799-808
[c27]
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Deepak Agarwal, Bee-Chung Chen, Rupesh Gupta, Joshua Hartman, Qi He, Anand Iyer, Sumanth Kolar, Yiming Ma, Pannagadatta Shivaswamy, Ajit Singh, Liang Zhang:
Activity ranking in LinkedIn feed. KDD 2014: 1603-1612
[c26]
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Peifeng Yin, Qi He, Xingjie Liu, Wang-Chien Lee:
It Takes Two to Tango: Exploring Social Tie Development with Both Online and Offline Interactions. SDM 2014: 334-342
2013
[c25]
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Chenliang Li, Aixin Sun, Jianshu Weng, Qi He:
Exploiting hybrid contexts for Tweet segmentation. SIGIR 2013: 523-532
[e2]
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Qi He, Arun Iyengar, Wolfgang Nejdl, Jian Pei, Rajeev Rastogi:
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013. ACM 2013, ISBN 978-1-4503-2263-8 [contents]
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Feida Zhu, Qi He, Rong Yan, John Yen:
Proceedings of the 7th Workshop on Social Network Mining and Analysis, SNAKDD 2013, Chicago, IL, USA, August 11, 2013. ACM 2013, ISBN 978-1-4503-2330-7 [contents]
2012
[c24]
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  - conf/cikm/BhatiaHHS12
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Sumit Bhatia, Bin He, Qi He, W. Scott Spangler:
A scalable approach for performing proximal search for verbose patent search queries. CIKM 2012: 2603-2606
[c23]
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Xingjie Liu, Qi He, Yuanyuan Tian, Wang-Chien Lee, John McPherson, Jiawei Han:
Event-based social networks: linking the online and offline social worlds. KDD 2012: 1032-1040
[c22]
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Chenliang Li, Jianshu Weng, Qi He, Yuxia Yao, Anwitaman Datta, Aixin Sun, Bu-Sung Lee:
TwiNER: named entity recognition in targeted twitter stream. SIGIR 2012: 721-730
[c21]
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  - conf/srii/HeSHCK12
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Qi He, W. Scott Spangler, Bin He, Ying Chen, Linda Kato:
Prospective Client Driven Technology Recommendation. SRII Global Conference 2012: 110-119
2011
[c20]
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Baojun Qiu, Qi He, John Yen:
Evolution of Node Behavior in Link Prediction. AAAI 2011: 1810-1811
[c19]
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  - conf/wsdm/HeKPMG11
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Qi He, Daniel Kifer, Jian Pei, Prasenjit Mitra, C. Lee Giles:
Citation recommendation without author supervision. WSDM 2011: 755-764
2010
[j3]
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  - journals/pami/HeCLB10
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Qi He, Kuiyu Chang, Ee-Peng Lim, Arindam Banerjee:
Keep It Simple with Time: A Reexamination of Probabilistic Topic Detection Models. IEEE Trans. Pattern Anal. Mach. Intell. 32(10): 1795-1808 (2010)
[c18]
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  - conf/cikm/TianHZLL10
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Yuan Tian, Qi He, Qiankun Zhao, Xingjie Liu, Wang-Chien Lee:
Boosting social network connectivity with link revival. CIKM 2010: 589-598
[c17]
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  - conf/cikm/ZhaoTHOJL10
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Qiankun Zhao, Yuan Tian, Qi He, Nuria Oliver, Ruoming Jin, Wang-Chien Lee:
Communication motifs: a tool to characterize social communications. CIKM 2010: 1645-1648
[c16]
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  - conf/icdm/WengLHL10
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Jianshu Weng, Ee-Peng Lim, Qi He, Cane Wing-ki Leung:
What Do People Want in Microblogs? Measuring Interestingness of Hashtags in Twitter. ICDM 2010: 1121-1126
[c15]
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Jianshu Weng, Ee-Peng Lim, Jing Jiang, Qi He:
TwitterRank: finding topic-sensitive influential twitterers. WSDM 2010: 261-270
[c14]
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Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, C. Lee Giles:
Context-aware citation recommendation. WWW 2010: 421-430

2000 – 2009

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2009
[b1]
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Qi He:
Topical analysis of text streams. Nanyang Technological University, Singapore, 2009
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Qi He, Bi Chen, Jian Pei, Baojun Qiu, Prasenjit Mitra, C. Lee Giles:
Detecting topic evolution in scientific literature: how can citations help? CIKM 2009: 957-966
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Qi He, Daxin Jiang, Zhen Liao, Steven C. H. Hoi, Kuiyu Chang, Ee-Peng Lim, Hang Li:
Web Query Recommendation via Sequential Query Prediction. ICDE 2009: 1443-1454
2008
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Huanhuan Cao, Daxin Jiang, Jian Pei, Qi He, Zhen Liao, Enhong Chen, Hang Li:
Context-aware query suggestion by mining click-through and session data. KDD 2008: 875-883
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Qi He, Kuiyu Chang, Ee-Peng Lim:
Modeling Anticipatory Event Transitions. Intelligence and Security Informatics 2008: 97-119
2007
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  - journals/isem/HeCL07
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Qi He, Kuiyu Chang, Ee-Peng Lim:
Anticipatory event detection via classification. Inf. Syst. E Bus. Manag. 5(3): 275-294 (2007)
[c10]
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Qi He, Kuiyu Chang, Ee-Peng Lim:
Using Burstiness to Improve Clustering of Topics in News Streams. ICDM 2007: 493-498
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  - conf/paisi/ChangHASL07
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Kuiyu Chang, Qi He, Ridzwan Aminuddin, Ridzwan Suri, Ee-Peng Lim:
Anticipatory Event Detection for Bursty Events. PAISI 2007: 220-225
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Ridzwan Aminuddin, Ridzwan Suri, Kuiyu Chang, Zaki Zainudin, Qi He, Ee-Peng Lim:
Modeling Anticipatory Event Transitions. PAKDD 2007: 401-408
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Qi He, Kuiyu Chang, Ee-Peng Lim, Jun Zhang:
Bursty Feature Representation for Clustering Text Streams. SDM 2007: 491-496
[c6]
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Qi He, Kuiyu Chang, Ee-Peng Lim:
Analyzing feature trajectories for event detection. SIGIR 2007: 207-214
2006
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Hao Wang, Heqing Guo, Manshan Lin, Jianfei Yin, Qi He, Jun Zhang:
A new dependable exchange protocol. Comput. Commun. 29(15): 2770-2780 (2006)
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Qi He, Kuiyu Chang, Ee-Peng Lim:
A Model for Anticipatory Event Detection. ER 2006: 168-181
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Qi He, Kuiyu Chang, Ee-Peng Lim:
Anticipatory Event Detection via Sentence Classification. SMC 2006: 1143-1148
2005
[c3]
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  - conf/iccsa/WangGLYHZ05
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Hao Wang, Heqing Guo, Manshan Lin, Jianfei Yin, Qi He, Jun Zhang:
Dependable Transaction for Electronic Commerce. ICCSA (3) 2005: 691-700
[c2]
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Hao Wang, Heqing Guo, Jianfei Yin, Qi He, Manshan Lin, Jun Zhang:
Abuse-Free Item Exchange. ICCSA (4) 2005: 1028-1035
[c1]
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  - conf/www/LimantoGTZHH05
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Hanny Yulius Limanto, Nguyen Ngoc Giang, Vo Tan Trung, Jun Zhang, Qi He, Quang Huy Nguyen:
An information extraction engine for web discussion forums. WWW (Special interest tracks and posters) 2005: 978-979

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