Emre Kiciman

Orcid: 0000-0001-5429-468X

According to our database1, Emre Kiciman authored at least 110 papers between 2000 and 2024.

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Bibliography

2024
Deep End-to-end Causal Inference.
Trans. Mach. Learn. Res., 2024

Large Language Models as Co-Pilots for Causal Inference in Medical Studies.
CoRR, 2024

Defending Against Indirect Prompt Injection Attacks With Spotlighting.
CoRR, 2024

Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization.
CoRR, 2024

Observer Effect in Social Media Use.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models.
CoRR, 2023

Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning.
CoRR, 2023

TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models.
CoRR, 2023

Food Choice Mimicry on a Large University Campus.
CoRR, 2023

Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science.
CoRR, 2023

Causal Reasoning and Large Language Models: Opening a New Frontier for Causality.
CoRR, 2023

Counterfactual (Non-)identifiability of Learned Structural Causal Models.
CoRR, 2023

An Open-Source Suite of Causal AI Tools and Libraries.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Language Model Decoding as Likelihood-Utility Alignment.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022
Causal Inference in the Presence of Interference in Sponsored Search Advertising.
Frontiers Big Data, 2022

Causal Modeling of Soil Processes for Improved Generalization.
CoRR, 2022

Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems.
CoRR, 2022

Language Model Decoding as Likelihood-Utility Alignment.
CoRR, 2022

Deep End-to-end Causal Inference.
CoRR, 2022

I Know Your Triggers: Defending Against Textual Backdoor Attacks with Benign Backdoor Augmentation.
Proceedings of the IEEE Military Communications Conference, 2022

Preface: The 2022 ACM SIGKDD Workshop on Causal Discovery.
Proceedings of the KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington DC, USA, 2022

The KDD 2022 Workshop on Causal Discovery (CD2022).
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Invariant Language Modeling.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Investigations of Performance and Bias in Human-AI Teamwork in Hiring.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Formation of Social Ties Influences Food Choice: A Campus-wide Longitudinal Study.
Proc. ACM Hum. Comput. Interact., 2021

Invariant Language Modeling.
CoRR, 2021

Population-scale dietary interests during the COVID-19 pandemic.
CoRR, 2021

DoWhy: Addressing Challenges in Expressing and Validating Causal Assumptions.
CoRR, 2021

Out-of-distribution Prediction with Invariant Risk Minimization: The Limitation and An Effective Fix.
CoRR, 2021

Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction.
Proceedings of the WSDM '21, 2021

Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions.
Proceedings of the WSDM '21, 2021

2020
Emoji Understanding and Applications in Social Media: Lay of the Land and Special Issue Introduction.
ACM Trans. Soc. Comput., 2020

DoWhy: An End-to-End Library for Causal Inference.
CoRR, 2020

Causal Inference in the Presence of Interference in Sponsored Search Advertising.
CoRR, 2020

Security and Machine Learning in the Real World.
CoRR, 2020

Novel Human-Object Interaction Detection via Adversarial Domain Generalization.
CoRR, 2020

AvE: Assistance via Empowerment.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Preface: The 2020 ACM SIGKDD Workshop on Causal Discovery.
Proceedings of the 2020 KDD Workshop on Causal Discovery (CD@KDD 2020), 2020

External Information Sharing on Health Forums: An Exploration.
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Causal Inference and Counterfactual Reasoning.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019
Introduction to the Special Section on Advances in Causal Discovery and Inference.
ACM Trans. Intell. Syst. Technol., 2019

Modeling behaviors and lifestyle with online and social data for predicting and analyzing sleep and exercise quality.
Int. J. Data Sci. Anal., 2019

Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries.
Frontiers Big Data, 2019

Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Causal Inference and Counterfactual Reasoning (3hr Tutorial).
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Preface: The 2019 ACM SIGKDD Workshop on Causal Discovery.
Proceedings of the 2019 ACM SIGKDD Workshop on Causal Discovery, 2019

A Social Media Study on the Effects of Psychiatric Medication Use.
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring.
Proceedings of the Seventh AAAI Conference on Human Computation and Crowdsourcing, 2019

A Distillation Approach to Data Efficient Individual Treatment Effect Estimation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Guest Editorial: Special Issue on Causal Discovery 2017.
Int. J. Data Sci. Anal., 2018

Integrating Artificial and Human Intelligence in Complex, Sensitive Problem Domains: Experiences from Mental Health.
AI Mag., 2018

A Critical Review of Online Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Causal Inference over Longitudinal Data to Support Expectation Exploration.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Preface: The 2018 ACM SIGKDD Workshop on Causal Discovery.
Proceedings of 2018 ACM SIGKDD Workshop on Causal Discovery, 2018

Using Longitudinal Social Media Analysis to Understand the Effects of Early College Alcohol Use.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Answering What If, Should I, and Other Expectation Exploration Queries Using Causal Inference over Longitudinal Data.
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018

2017
Wildbook: Crowdsourcing, computer vision, and data science for conservation.
CoRR, 2017

The Language of Social Support in Social Media and Its Effect on Suicidal Ideation Risk.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Distilling the Outcomes of Personal Experiences: A Propensity-scored Analysis of Social Media.
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016
Reports of the AAAI 2016 Spring Symposium Series.
AI Mag., 2016

Information dissemination in heterogeneous-intent networks.
Proceedings of the 8th ACM Conference on Web Science, 2016

Towards an Open-Domain Framework for Distilling the Outcomes of Personal Experiences from Social Media Timelines.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Characterizing Dietary Choices, Nutrition, and Language in Food Deserts via Social Media.
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016

Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
The New War Correspondents: the Rise of Civic Media Curation in Urban Warfare.
CoRR, 2015

Persona-ization: Searching on Behalf of Others.
Proceedings of the International Workshop on Social Personalisation & Search, 2015

Towards Decision Support and Goal Achievement: Identifying Action-Outcome Relationships From Social Media.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Towards Learning a Knowledge Base of Actions from Experiential Microblogs.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
Entity linking at the tail: sparse signals, unknown entities, and phrase models.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Discussion Graphs: Putting Social Media Analysis in Context.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

2013
Smart societies: from citizens as sensors to collective action.
Interactions, 2013

To Link or Not to Link? A Study on End-to-End Tweet Entity Linking.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Sparse lexical representation for semantic entity resolution.
Proceedings of the IEEE International Conference on Acoustics, 2013

The new war correspondents: he rise of civic media curation in urban warfare.
Proceedings of the Computer Supported Cooperative Work, 2013

2012
Keeping information safe from social networking apps.
Proceedings of the 2012 ACM workshop on Workshop on Online Social Networks, 2012

Narcotweets: Social Media in Wartime.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

OMG, I Have to Tweet that! A Study of Factors that Influence Tweet Rates.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Click patterns: an empirical representation of complex query intents.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2010
AjaxScope: A Platform for Remotely Monitoring the Client-Side Behavior of Web 2.0 Applications.
ACM Trans. Web, 2010

How to Share Your Favourite Search Results while Preserving Privacy and Quality.
Proceedings of the Privacy Enhancing Technologies, 10th International Symposium, 2010

Fluxo: a system for internet service programming by non-expert developers.
Proceedings of the 1st ACM Symposium on Cloud Computing, 2010

2009
CatchAndRetry: extending exceptions to handle distributed system failures and recovery.
Proceedings of the Fifth Workshop on Programming Languages and Operating Systems, 2009

FLUXO: A Simple Service Compiler.
Proceedings of HotOS'09: 12th Workshop on Hot Topics in Operating Systems, 2009

Improving the responsiveness of internet services with automatic cache placement.
Proceedings of the 2009 EuroSys Conference, Nuremberg, Germany, April 1-3, 2009, 2009

2008
Doloto: code splitting for network-bound web 2.0 applications.
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2008

2007
Fast Variational Inference for Large-scale Internet Diagnosis.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Live Monitoring: Using Adaptive Instrumentation and Analysis to Debug and Maintain Web Applications.
Proceedings of HotOS'07: 11th Workshop on Hot Topics in Operating Systems, 2007

2006
Autonomous recovery in componentized Internet applications.
Clust. Comput., 2006

Analyzing persistent state interactions to improve state management.
Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, 2006

Autonomic network management: some pragmatic considerations.
Proceedings of the 2006 SIGCOMM Workshop on Internet Network Management, 2006

Flight Data Recorder: Monitoring Persistent-State Interactions to Improve Systems Management.
Proceedings of the 7th Symposium on Operating Systems Design and Implementation (OSDI '06), 2006

Mining web logs to debug distant connectivity problems.
Proceedings of the 2nd Annual ACM Workshop on Mining Network Data, 2006

2005
Using statistical monitoring to detect failures in internet services.
PhD thesis, 2005

Detecting application-level failures in component-based Internet services.
IEEE Trans. Neural Networks, 2005

2004
Combining statistical monitoring and predictable recovery for self-management.
Proceedings of the 1st ACM SIGSOFT Workshop on Self-Managed Systems, 2004

Session State: Beyond Soft State.
Proceedings of the 1st Symposium on Networked Systems Design and Implementation (NSDI 2004), 2004

Path-Based Failure and Evolution Management.
Proceedings of the 1st Symposium on Networked Systems Design and Implementation (NSDI 2004), 2004

2003
Portability, Extensibility and Robustness in iROS.
Proceedings of the First IEEE International Conference on Pervasive Computing and Communications (PerCom'03), 2003

JAGR: An Autonomous Self-Recovering Application Server.
Proceedings of the 5th Annual International Workshop on Active Middleware Services (AMS 2003) 2003 Autonomic Computing Workshop, 2003

Using Runtime Paths for Macroanalysis.
Proceedings of HotOS'03: 9th Workshop on Hot Topics in Operating Systems, 2003

2002
The Roma Personal Metadata Service.
Mob. Networks Appl., 2002

An online evolutionary approach to developing internet services.
Proceedings of the 10th ACM SIGOPS European Workshop, Saint-Emilion, France, July 1, 2002, 2002

Pinpoint: Problem Determination in Large, Dynamic Internet Services.
Proceedings of the 2002 International Conference on Dependable Systems and Networks (DSN 2002), 2002

2001
Towards Zero-Code Service Composition.
Proceedings of HotOS-VIII: 8th Workshop on Hot Topics in Operating Systems, 2001

2000
ICEBERG: an Internet core network architecture for integrated communications.
IEEE Wirel. Commun., 2000

The Roma personal metadata service.
Proceedings of the 3rd IEEE Workshop on Mobile Computing Systems and Applications (WMCSA 2000), 2000

Using Dynamic Mediation to Integrate COTS Entities in a Ubiquitous Computing Environment.
Proceedings of the Handheld and Ubiquitous Computing, Second International Symposium, 2000


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