BibTeX records: Amit Singh 0003

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@inproceedings{DBLP:conf/kdd/ValluriM0S0VS25,
  author       = {Ravisri Valluri and
                  Akash Kumar Mohankumar and
                  Kushal Dave and
                  Amit Singh and
                  Jian Jiao and
                  Manik Varma and
                  Gaurav Sinha},
  title        = {Scaling the Vocabulary of Non-autoregressive Models for Fast Generative
                  Retrieval},
  booktitle    = {{KDD} {(1)}},
  pages        = {1409--1420},
  publisher    = {{ACM}},
  year         = {2025}
}

@inproceedings{DBLP:conf/www/MittalMSAPKM0SA25,
  author       = {Anshul Mittal and
                  Shikhar Mohan and
                  Deepak Saini and
                  Siddarth Asokan and
                  Suchith Chidananda Prabhu and
                  Lakshya Kumar and
                  Pankaj Malhotra and
                  Jian Jiao and
                  Amit Singh and
                  Sumeet Agarwal and
                  Soumen Chakrabarti and
                  Purushottam Kar and
                  Manik Varma},
  title        = {Graph Regularized Encoder Training for Extreme Classification},
  booktitle    = {{WWW} (Companion Volume)},
  pages        = {394--402},
  publisher    = {{ACM}},
  year         = {2025}
}

@inproceedings{DBLP:conf/www/KharbandaGKMSHB25,
  author       = {Siddhant Kharbanda and
                  Devaansh Gupta and
                  Gururaj K and
                  Pankaj Malhotra and
                  Amit Singh and
                  Cho{-}Jui Hsieh and
                  Rohit Babbar},
  title        = {UniDEC : Unified Dual Encoder and Classifier Training for Extreme
                  Multi-Label Classification},
  booktitle    = {{WWW}},
  pages        = {4124--4133},
  publisher    = {{ACM}},
  year         = {2025}
}

@article{DBLP:journals/corr/abs-2406-06739,
  author       = {Ravisri Valluri and
                  Akash Kumar Mohankumar and
                  Kushal Dave and
                  Amit Singh and
                  Jian Jiao and
                  Manik Varma and
                  Gaurav Sinha},
  title        = {Scaling the Vocabulary of Non-autoregressive Models for Efficient
                  Generative Retrieval},
  journal      = {CoRR},
  volume       = {abs/2406.06739},
  year         = {2024}
}

@inproceedings{DBLP:conf/cikm/MohankumarDKS23,
  author       = {Akash Kumar Mohankumar and
                  Bhargav Dodla and
                  Gururaj K and
                  Amit Singh},
  title        = {Unified Generative {\&} Dense Retrieval for Query Rewriting in
                  Sponsored Search},
  booktitle    = {{CIKM}},
  pages        = {4745--4751},
  publisher    = {{ACM}},
  year         = {2023}
}

@inproceedings{DBLP:conf/wsdm/DahiyaGSSWD0KDS23,
  author       = {Kunal Dahiya and
                  Nilesh Gupta and
                  Deepak Saini and
                  Akshay Soni and
                  Yajun Wang and
                  Kushal Dave and
                  Jian Jiao and
                  Gururaj K and
                  Prasenjit Dey and
                  Amit Singh and
                  Deepesh Hada and
                  Vidit Jain and
                  Bhawna Paliwal and
                  Anshul Mittal and
                  Sonu Mehta and
                  Ramachandran Ramjee and
                  Sumeet Agarwal and
                  Purushottam Kar and
                  Manik Varma},
  title        = {{NGAME:} Negative Mining-aware Mini-batching for Extreme Classification},
  booktitle    = {{WSDM}},
  pages        = {258--266},
  publisher    = {{ACM}},
  year         = {2023}
}

@inproceedings{DBLP:conf/www/GollapudiKSKBRL23,
  author       = {Siddharth Gollapudi and
                  Neel Karia and
                  Varun Sivashankar and
                  Ravishankar Krishnaswamy and
                  Nikit Begwani and
                  Swapnil Raz and
                  Yiyong Lin and
                  Yin Zhang and
                  Neelam Mahapatro and
                  Premkumar Srinivasan and
                  Amit Singh and
                  Harsha Vardhan Simhadri},
  title        = {Filtered-DiskANN: Graph Algorithms for Approximate Nearest Neighbor
                  Search with Filters},
  booktitle    = {{WWW}},
  pages        = {3406--3416},
  publisher    = {{ACM}},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2207-04452,
  author       = {Kunal Dahiya and
                  Nilesh Gupta and
                  Deepak Saini and
                  Akshay Soni and
                  Yajun Wang and
                  Kushal Dave and
                  Jian Jiao and
                  Gururaj K and
                  Prasenjit Dey and
                  Amit Singh and
                  Deepesh Hada and
                  Vidit Jain and
                  Bhawna Paliwal and
                  Anshul Mittal and
                  Sonu Mehta and
                  Ramachandran Ramjee and
                  Sumeet Agarwal and
                  Purushottam Kar and
                  Manik Varma},
  title        = {{NGAME:} Negative Mining-aware Mini-batching for Extreme Classification},
  journal      = {CoRR},
  volume       = {abs/2207.04452},
  year         = {2022}
}

@inproceedings{DBLP:conf/icml/DahiyaASK0SAKV21,
  author       = {Kunal Dahiya and
                  Ananye Agarwal and
                  Deepak Saini and
                  Gururaj K and
                  Jian Jiao and
                  Amit Singh and
                  Sumeet Agarwal and
                  Purushottam Kar and
                  Manik Varma},
  title        = {SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels},
  booktitle    = {{ICML}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {2330--2340},
  publisher    = {{PMLR}},
  year         = {2021}
}

@inproceedings{DBLP:conf/www/SainiJD0SZV21,
  author       = {Deepak Saini and
                  Arnav Kumar Jain and
                  Kushal Dave and
                  Jian Jiao and
                  Amit Singh and
                  Ruofei Zhang and
                  Manik Varma},
  title        = {GalaXC: Graph Neural Networks with Labelwise Attention for Extreme
                  Classification},
  booktitle    = {{WWW}},
  pages        = {3733--3744},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2021}
}

@inproceedings{DBLP:conf/edbt/MehtaPSVV13,
  author       = {Sameep Mehta and
                  Rakesh Pimplikar and
                  Amit Singh and
                  Lav R. Varshney and
                  Karthik Visweswariah},
  title        = {Efficient multifaceted screening of job applicants},
  booktitle    = {{EDBT}},
  pages        = {661--671},
  publisher    = {{ACM}},
  year         = {2013}
}

@inproceedings{DBLP:conf/cikm/BiyaniCSM12,
  author       = {Prakhar Biyani and
                  Cornelia Caragea and
                  Amit Singh and
                  Prasenjit Mitra},
  title        = {I want what i need!: analyzing subjectivity of online forum threads},
  booktitle    = {{CIKM}},
  pages        = {2495--2498},
  publisher    = {{ACM}},
  year         = {2012}
}

@inproceedings{DBLP:conf/coling/CatherineSGRV12,
  author       = {Rose Catherine and
                  Amit Singh and
                  Rashmi Gangadharaiah and
                  Dinesh Raghu and
                  Karthik Visweswariah},
  title        = {Does Similarity Matter? The Case of Answer Extraction from Technical
                  Discussion Forums},
  booktitle    = {{COLING} (Posters)},
  pages        = {175--184},
  publisher    = {Indian Institute of Technology Bombay},
  year         = {2012}
}

@inproceedings{DBLP:conf/sigir/SinghPR12,
  author       = {Amit Singh and
                  Deepak P and
                  Dinesh Raghu},
  title        = {Retrieving similar discussion forum threads: a structure based approach},
  booktitle    = {{SIGIR}},
  pages        = {135--144},
  publisher    = {{ACM}},
  year         = {2012}
}

@inproceedings{DBLP:conf/cikm/SinghV11,
  author       = {Amit Singh and
                  Karthik Visweswariah},
  title        = {{CQC:} classifying questions in {CQA} websites},
  booktitle    = {{CIKM}},
  pages        = {2033--2036},
  publisher    = {{ACM}},
  year         = {2011}
}

@inproceedings{DBLP:conf/cikm/SinghRVCK10,
  author       = {Amit Singh and
                  Rose Catherine and
                  Karthik Visweswariah and
                  Vijil Chenthamarakshan and
                  Nandakishore Kambhatla},
  title        = {{PROSPECT:} a system for screening candidates for recruitment},
  booktitle    = {{CIKM}},
  pages        = {659--668},
  publisher    = {{ACM}},
  year         = {2010}
}

@inproceedings{DBLP:conf/kdd/KulkarniSRC09,
  author       = {Sayali Kulkarni and
                  Amit Singh and
                  Ganesh Ramakrishnan and
                  Soumen Chakrabarti},
  title        = {Collective annotation of Wikipedia entities in web text},
  booktitle    = {{KDD}},
  pages        = {457--466},
  publisher    = {{ACM}},
  year         = {2009}
}