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2020 – today
- 2025
[c10]Ping Liu
, Rajat Arora, Xiao Shi, Benjamin Le, Qianqi Shen, Jianqiang Shen, Chengming Jiang, Nikita Zhiltsov, Priya Bannur, Yidan Zhu, Liming Dong, Haichao Wei, Qi Guo, Luke Simon, Liangjie Hong, Wenjing Zhang:
A Scalable and Efficient Signal Integration System for Job Matching. KDD (2) 2025: 4659-4669- [c9]Yuchin Juan, Jianqiang Shen, Shaobo Zhang, Qianqi Shen, Caleb Johnson, Luke Simon, Liangjie Hong, Wenjing Zhang:
Scaling Retrieval for Web-Scale Recommenders: Lessons from Inverted Indexes to Embedding Search. RecSys 2025: 1066-1069 - [i7]Hamed Firooz, Maziar Sanjabi, Adrian Englhardt, Aman Gupta, Ben Levine, Dre Olgiati, Gungor Polatkan, Iuliia Melnychuk, Karthik Ramgopal, Kirill Talanine, Kutta Srinivasan, Luke Simon, Natesh Sivasubramoniapillai, Necip Fazil Ayan, Qingquan Song, Samira Sriram, Souvik Ghosh, Tao Song, Vignesh Kothapalli, Xiaoling Zhai, Ya Xu, Yu Wang, Yun Dai:
360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation. CoRR abs/2501.16450 (2025) - [i6]Kayhan Behdin, Yun Dai, Ata Fatahi Baarzi, Aman Gupta, Qingquan Song, Shao Tang, Hejian Sang, Gregory Dexter, Sirou Zhu, Siyu Zhu, Tejas Dharamsi, Maziar Sanjabi, Vignesh Kothapalli, Hamed Firooz, Zhoutong Fu, Yihan Cao, Pin-Lun Hsu, Fedor Borisyuk, Zhipeng Wang, Rahul Mazumder, Natesh S. Pillai, Luke Simon:
Efficient AI in Practice: Training and Deployment of Efficient LLMs for Industry Applications. CoRR abs/2502.14305 (2025) - [i5]Farzad Pourbabaee, Sophie Yanying Sheng, Peter McCrory, Luke Simon, Di Mo:
Trading off Relevance and Revenue in the Jobs Marketplace: Estimation, Optimization and Auction Design. CoRR abs/2504.03618 (2025) - [i4]Ping Liu, Rajat Arora, Xiao Shi, Benjamin Le, Qianqi Shen, Jianqiang Shen, Chengming Jiang, Nikita Zhiltsov, Priya Bannur, Yidan Zhu, Liming Dong, Haichao Wei, Qi Guo, Luke Simon, Liangjie Hong, Wenjing Zhang:
A Scalable and Efficient Signal Integration System for Job Matching. CoRR abs/2507.09797 (2025) - [i3]Sudarshan Srinivasa Ramanujam, Antonio Alonso, Saurabh Kataria, Siddharth Dangi, Akhilesh Gupta, Birjodh Singh Tiwana, Manas Somaiya, Luke Simon, David Byrne, Sojeong Ha, Sen Zhou, Andrei Akterskii, Zhanglong Liu, Samira Sriram, Crescent Xiong, Zhoutao Pei, Angela Shao, Alex Li, Annie Xiao, Caitlin Kolb, Thomas Kistler, Zach Moore, Hamed Firooz:
Large Scale Retrieval for the LinkedIn Feed using Causal Language Models. CoRR abs/2510.14223 (2025) - 2024
- [c8]Yaochen Zhu, Liang Wu, Binchi Zhang, Song Wang, Qi Guo, Liangjie Hong, Luke Simon, Jundong Li:
Understanding and Modeling Job Marketplace with Pretrained Language Models. CIKM 2024: 5143-5150 - [i2]Jianqiang Shen, Yuchin Juan, Shaobo Zhang, Ping Liu, Wen Pu, Sriram Vasudevan, Qingquan Song, Fedor Borisyuk, Kay Qianqi Shen, Haichao Wei, Yunxiang Ren, Yeou S. Chiou, Sicong Kuang, Yuan Yin, Ben Zheng, Muchen Wu, Shaghayegh Gharghabi, Xiaoqing Wang, Huichao Xue, Qi Guo, Daniel Hewlett, Luke Simon, Liangjie Hong, Wenjing Zhang:
Learning to Retrieve for Job Matching. CoRR abs/2402.13435 (2024) - [i1]Yaochen Zhu, Liang Wu, Binchi Zhang, Song Wang, Qi Guo, Liangjie Hong, Luke Simon, Jundong Li:
Understanding and Modeling Job Marketplace with Pretrained Language Models. CoRR abs/2408.04381 (2024)
2000 – 2009
- 2009
- [j1]Srividya Kona, Ajay Bansal, Luke Simon, Ajay Mallya, Gopal Gupta, Thomas D. Hite:
USDL: A Service-Semantics Description Language for Automatic Service Discovery and Composition. Int. J. Web Serv. Res. 6(1): 20-48 (2009) - [c7]Luke Simon:
Optimizing Pointer Analysis Using Bisimilarity. SAS 2009: 222-237 - 2007
- [c6]Luke Simon, Ajay Bansal, Ajay Mallya, Gopal Gupta:
Co-Logic Programming: Extending Logic Programming with Coinduction. ICALP 2007: 472-483 - [c5]Gopal Gupta, Ajay Bansal, Richard Min, Luke Simon, Ajay Mallya:
Coinductive Logic Programming and Its Applications. ICLP 2007: 27-44 - 2006
- [c4]Luke Simon, Ajay Mallya, Ajay Bansal, Gopal Gupta:
Coinductive Logic Programming. ICLP 2006: 330-345 - 2005
- [c3]Ajay Bansal, Srividya Kona, Luke Simon, Thomas D. Hite:
A Universal Service-Semantics Description Language. ECOWS 2005: 214-225 - [c2]Luke Simon, Ajay Mallya, Ajay Bansal, Gopal Gupta, Thomas D. Hite:
A Universal Service Description Language. ICWS 2005: 823-824 - [c1]Luke Simon, Ajay Mallya, Gopal Gupta:
Design and Implementation of AT: A Real-Time Action Description Language. LOPSTR 2005: 44-60
Coauthor Index
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