Assessing entropy and fractal dimensions as discriminants of seizures in EEG time series. - Ahmed El-Kishky (ISSPA, 2012)

Bringing structure to text: mining phrases, entities, topics, and hierarchies. - Jiawei Han 001; Chi Wang 001; Ahmed El-Kishky (KDD, 2014)

NewsNetExplorer: automatic construction and exploration of news information networks. - Fangbo Tao; George Brova; Jiawei Han 001; Heng Ji 001; Chi Wang 001; Brandon Norick; Ahmed El-Kishky; Jialu Liu; Xiang Ren 001; Yizhou Sun (SIGMOD Conference, 2014)

Scalable Topical Phrase Mining from Text Corpora. - Ahmed El-Kishky; Yanglei Song; Chi Wang 001; Clare R. Voss; Jiawei Han 001 (Proc. VLDB Endow., 2014)

Automatic Entity Recognition and Typing from Massive Text Corpora: A Phrase and Network Mining Approach. - Xiang Ren 001; Ahmed El-Kishky; Chi Wang 001; Jiawei Han 001 (KDD, 2015)

ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering. - Xiang Ren 001; Ahmed El-Kishky; Chi Wang 001; Fangbo Tao; Clare R. Voss; Jiawei Han 001 (KDD, 2015)

Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks. - Chenguang Wang 001; Yangqiu Song; Ahmed El-Kishky; Dan Roth 001; Ming Zhang 004; Jiawei Han 001 (KDD, 2015)

Automatic Entity Recognition and Typing in Massive Text Data. - Xiang Ren 001; Ahmed El-Kishky; Heng Ji 001; Jiawei Han 001 (SIGMOD Conference, 2016)

Automatic Entity Recognition and Typing in Massive Text Corpora. - Xiang Ren 001; Ahmed El-Kishky; Chi Wang 001; Jiawei Han 001 (WWW (Companion Volume), 2016)

Active Learning on Heterogeneous Information Networks: A Multi-armed Bandit Approach. - Doris Xin; Ahmed El-Kishky; De Liao; Brandon Norick; Jiawei Han 001 (ICDM, 2018)

Facebook AI's WAT19 Myanmar-English Translation Task Submission. - Peng-Jen Chen; Jiajun Shen; Matt Le 001; Vishrav Chaudhary; Ahmed El-Kishky; Guillaume Wenzek; Myle Ott; Marc'Aurelio Ranzato (WAT@EMNLP-IJCNLP, 2019)

Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings. - Ahmed El-Kishky; Frank F. Xu; Aston Zhang; Jiawei Han 001 (IEEE BigData, 2019)

Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach. - Hyungsul Kim; Ahmed El-Kishky; Xiang Ren 001; Jiawei Han 001 (IEEE BigData, 2019)

Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings. - Ahmed El-Kishky; Xingyu Fu; Aseel Addawood; Nahil A. Sobh; Clare R. Voss; Jiawei Han 001 (WANLP@ACL 2019, 2019)

Integrating Local Context and Global Cohesiveness for Open Information Extraction. - Qi Zhu 008; Xiang Ren 001; Jingbo Shang; Yu Zhang 044; Ahmed El-Kishky; Jiawei Han 001 (WSDM, 2019)

Leveraging Pretrained Image Classifiers for Language-Based Segmentation. - David Golub; Roberto Martín-Martín; Ahmed El-Kishky; Silvio Savarese (CoRR, 2019)

A Massive Collection of Cross-Lingual Web-Document Pairs. - Ahmed El-Kishky; Vishrav Chaudhary; Francisco Guzmán; Philipp Koehn (CoRR, 2019)

A Survey of Qualitative Error Analysis for Neural Machine Translation Systems. - Denise Díaz; James Cross 003; Vishrav Chaudhary; Ahmed El-Kishky; Philipp Koehn (AMTA (2), 2020)

CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs. - Ahmed El-Kishky; Vishrav Chaudhary; Francisco Guzmán; Philipp Koehn (EMNLP (1), 2020)

Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance. - Ahmed El-Kishky; Francisco Guzmán (AACL/IJCNLP, 2020)

An Exploratory Study on Multilingual Quality Estimation. - Shuo Sun; Marina Fomicheva; Frédéric Blain; Vishrav Chaudhary; Ahmed El-Kishky; Adithya Renduchintala; Francisco Guzmán; Lucia Specia (AACL/IJCNLP, 2020)

Searching the Web for Cross-lingual Parallel Data. - Ahmed El-Kishky; Philipp Koehn; Holger Schwenk (SIGIR, 2020)

Leveraging Pretrained Image Classifiers for Language-Based Segmentation. - David Golub; Ahmed El-Kishky; Roberto Martín-Martín (WACV, 2020)

Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment. - Philipp Koehn; Vishrav Chaudhary; Ahmed El-Kishky; Naman Goyal 001; Peng-Jen Chen; Francisco Guzmán (WMT@EMNLP, 2020)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (CoRR, 2020)

Text mining at multiple granularity: leveraging subwords, words, phrases, and sentences - Ahmed El-Kishky (2020)

Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data. - Wei-Jen Ko; Ahmed El-Kishky; Adithya Renduchintala; Vishrav Chaudhary; Naman Goyal 001; Francisco Guzmán; Pascale Fung; Philipp Koehn; Mona T. Diab (ACL/IJCNLP (1), 2021)

As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation. - Jun Wang 126; Chang Xu; Francisco Guzmán; Ahmed El-Kishky; Benjamin I. P. Rubinstein; Trevor Cohn (ACL/IJCNLP (Findings), 2021)

Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning. - Jun Wang 126; Chang Xu; Francisco Guzmán; Ahmed El-Kishky; Yuqing Tang; Benjamin I. P. Rubinstein; Trevor Cohn (ACL/IJCNLP (Findings), 2021)

Quality Estimation without Human-labeled Data. - Yi-Lin Tuan; Ahmed El-Kishky; Adithya Renduchintala; Vishrav Chaudhary; Francisco Guzmán; Lucia Specia (EACL, 2021)

XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment. - Ahmed El-Kishky; Adithya Renduchintala; James Cross 003; Francisco Guzmán; Philipp Koehn (EMNLP (1), 2021)

Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications. - Shuo Sun; Ahmed El-Kishky; Vishrav Chaudhary; James Cross 003; Lucia Specia; Francisco Guzmán (EMNLP (1), 2021)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (J. Mach. Learn. Res., 2021)

NTULM: Enriching Social Media Text Representations with Non-Textual Units. - Jinning Li 001; Shubhanshu Mishra; Ahmed El-Kishky; Sneha Mehta; Vivek Kulkarni (W-NUT@COLING, 2022)

Graph-based Representation Learning for Web-scale Recommender Systems. - Ahmed El-Kishky; Michael M. Bronstein; Ying Xiao; Aria Haghighi (KDD, 2022)

TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation. - Ahmed El-Kishky; Thomas Markovich; Serim Park; Chetan Verma; Baekjin Kim; Ramy Eskander; Yury Malkov; Frank Portman; Sofía Samaniego; Ying Xiao; Aria Haghighi (KDD, 2022)

kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval. - Ahmed El-Kishky; Thomas Markovich; Kenny Leung; Frank Portman; Aria Haghighi; Ying Xiao (CoRR, 2022)

Non-Parametric Temporal Adaptation for Social Media Topic Classification. - Fatemehsadat Mireshghallah; Nikolai Vogler; Junxian He; Omar Florez; Ahmed El-Kishky; Taylor Berg-Kirkpatrick (CoRR, 2022)

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations. - Xinyang Zhang 002; Yury Malkov; Omar Florez; Serim Park; Brian McWilliams; Jiawei Han 001; Ahmed El-Kishky (CoRR, 2022)

MiCRO: Multi-interest Candidate Retrieval Online. - Frank Portman; Stephen Ragain; Ahmed El-Kishky (CoRR, 2022)

Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN. - Niloofar Mireshghallah; Nikolai Vogler; Junxian He; Omar Florez; Ahmed El-Kishky; Taylor Berg-Kirkpatrick (EMNLP, 2023)

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter. - Xinyang Zhang 002; Yury Malkov; Omar Florez; Serim Park; Brian McWilliams; Jiawei Han 001; Ahmed El-Kishky (KDD, 2023)

bfkNN-Embed: Locally Smoothed Embedding Mixtures for Multi-interest Candidate Retrieval. - Ahmed El-Kishky; Thomas Markovich; Kenny Leung; Frank Portman; Aria Haghighi; Ying Xiao (PAKDD (3), 2023)

Learning Stance Embeddings from Signed Social Graphs. - John Pougué-Biyong; Akshay Gupta; Aria Haghighi; Ahmed El-Kishky (WSDM, 2023)

URL-BERT: Training Webpage Representations via Social Media Engagements. - Ayesha Qamar; Chetan Verma; Ahmed El-Kishky; Sumit Binnani; Sneha Mehta; Taylor Berg-Kirkpatrick (CoRR, 2023)

OpenAI o1 System Card. - Aaron Jaech; Adam Kalai; Adam Lerer; Adam Richardson; Ahmed El-Kishky; Aiden Low; Alec Helyar; Aleksander Madry; Alex Beutel; Alex Carney; Alex Iftimie; Alex Karpenko; et al. (CoRR, 2024)

Competitive Programming with Large Reasoning Models. - Ahmed El-Kishky; Alexander Wei; Andre Saraiva 001; Borys Minaiev; Daniel Selsam; David Dohan; Francis Song; Hunter Lightman; Ignasi Clavera Gilaberte; Jakub Pachocki; Jerry Tworek; Lorenz Kuhn; et al. (CoRR, 2025)