| 2025 | ICLR | Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations. | Katie Matton, Robert Osazuwa Ness, John V. Guttag, Emre Kiciman |
| 2025 | ICML | RLTHF: Targeted Human Feedback for LLM Alignment. | Yifei Xu, Tusher Chakraborty, Emre Kiciman, Bibek Aryal, Srinagesh Sharma, Songwu Lu, Ranveer Chandra |
| 2025 | KDD | Benchmarking and Defending against Indirect Prompt Injection Attacks on Large Language Models. | Jingwei Yi, Yueqi Xie, Bin Zhu, Emre Kiciman, Guangzhong Sun, Xing Xie, Fangzhao Wu |
| 2024 | ACL | A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia. | Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner, Emre Kiciman, Hamid Palangi, Barun Patra, Robert West |
| 2024 | CHI | Observer Effect in Social Media Use. | Koustuv Saha, Pranshu Gupta, Gloria Mark, Emre Kiciman, Munmun De Choudhury |
| 2023 | EACL | Language Model Decoding as Likelihood-Utility Alignment. | Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings |
| 2023 | ICLR | Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization. | Jivat Neet Kaur, Emre Kiciman, Amit Sharma |
| 2023 | WSDM | An Open-Source Suite of Causal AI Tools and Libraries. | Emre Kiciman |
| 2022 | AAAI | Investigations of Performance and Bias in Human-AI Teamwork in Hiring. | Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar |
| 2022 | EMNLP | Invariant Language Modeling. | Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Saurabh Tiwary, Robert West |
| 2022 | KDD | The KDD 2022 Workshop on Causal Discovery (CD2022). | Thuc Duy Le, Lin Liu, Emre Kiciman, Sofia Triantafyllou, Huan Liu |
| 2021 | WSDM | Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions. | Yanbo Xu, Divyat Mahajan, Liz Manrao, Amit Sharma, Emre Kiciman |
| 2021 | WSDM | Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction. | Shuxi Zeng, Murat Ali Bayir, Joseph J. Pfeiffer III, Denis Charles, Emre Kiciman |
| 2020 | COMAD | Causal Inference and Counterfactual Reasoning. | Amit Sharma, Emre Kiciman |
| 2020 | ICWSM | External Information Sharing on Health Forums: An Exploration. | Dana M. Nguyen, Alexandra Olteanu, Emre Kiciman |
| 2020 | KDD | Preface: The 2020 ACM SIGKDD Workshop on Causal Discovery. | Thuc Duy Le, Lin Liu, Kun Zhang, Emre Kiciman, Peng Cui, Aapo Hyvrinen |
| 2019 | AAAI | A Distillation Approach to Data Efficient Individual Treatment Effect Estimation. | Maggie Makar, Adith Swaminathan, Emre Kiciman |
| 2019 | HCOMP | What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring. | Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Siddharth Suri, Ece Kamar |
| 2019 | ICWSM | A Social Media Study on the Effects of Psychiatric Medication Use. | Koustuv Saha, Benjamin Sugar, John B. Torous, Bruno D. Abrahao, Emre Kiciman, Munmun De Choudhury |
| 2019 | KDD | Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned. | Sarah Bird, Ben Hutchinson, Krishnaram Kenthapadi, Emre Kiciman, Margaret Mitchell |
| 2019 | KDD | Preface: The 2019 ACM SIGKDD Workshop on Causal Discovery. | Thuc Duy Le, Jiuyong Li, Kun Zhang, Emre Kiciman, Peng Cui, Aapo Hyvrinen |
| 2019 | WWW | Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned. | Sarah Bird, Ben Hutchinson, Krishnaram Kenthapadi, Emre Kiciman, Margaret Mitchell |
| 2019 | WSDM | Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned. | Sarah Bird, Krishnaram Kenthapadi, Emre Kiciman, Margaret Mitchell |
| 2019 | WSDM | Causal Inference and Counterfactual Reasoning (3hr Tutorial). | Emre Kiciman, Amit Sharma |
| 2018 | ICWSM | Using Longitudinal Social Media Analysis to Understand the Effects of Early College Alcohol Use. | Emre Kiciman, Scott Counts, Melissa Gasser |
| 2018 | KDD | Preface: The 2018 ACM SIGKDD Workshop on Causal Discovery. | Thuc Duy Le, Kun Zhang, Emre Kiciman, Aapo Hyvrinen, Lin Liu |
| 2018 | SIGIR | Causal Inference over Longitudinal Data to Support Expectation Exploration. | Emre Kiciman |
| 2018 | WSDM | A Critical Review of Online Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries. | Alexandra Olteanu, Emre Kiciman, Carlos Castillo |
| 2017 | CSCW | Distilling the Outcomes of Personal Experiences: A Propensity-scored Analysis of Social Media. | Alexandra Olteanu, Onur Varol, Emre Kiciman |
| 2017 | ICWSM | The Language of Social Support in Social Media and Its Effect on Suicidal Ideation Risk. | Munmun De Choudhury, Emre Kiciman |
| 2016 | CHI | Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media. | Munmun De Choudhury, Emre Kiciman, Mark Dredze, Glen Coppersmith, Mrinal Kumar |
| 2016 | CSCW | Characterizing Dietary Choices, Nutrition, and Language in Food Deserts via Social Media. | Munmun De Choudhury, Sanket S. Sharma, Emre Kiciman |
| 2016 | ICWSM | Towards an Open-Domain Framework for Distilling the Outcomes of Personal Experiences from Social Media Timelines. | Alexandra Olteanu, Onur Varol, Emre Kiciman |
| 2015 | KDD | Towards Decision Support and Goal Achievement: Identifying Action-Outcome Relationships From Social Media. | Emre Kiciman, Matthew Richardson |
| 2015 | SIGIR | Persona-ization: Searching on Behalf of Others. | Paul N. Bennett, Emre Kiciman |
| 2014 | ICWSM | Discussion Graphs: Putting Social Media Analysis in Context. | Emre Kiciman, Scott Counts, Michael Gamon, Munmun De Choudhury, Bo Thiesson |
| 2014 | WSDM | Entity linking at the tail: sparse signals, unknown entities, and phrase models. | Yuzhe Jin, Emre Kiciman, Kuansan Wang, Ricky Loynd |
| 2013 | CSCW | The new war correspondents: he rise of civic media curation in urban warfare. | Andrs Monroy-Hernndez, danah boyd, Emre Kiciman, Munmun De Choudhury, Scott Counts |
| 2013 | ICASSP | Sparse lexical representation for semantic entity resolution. | Yuzhe Jin, Kuansan Wang, Emre Kiciman |
| 2013 | NAACL | To Link or Not to Link? A Study on End-to-End Tweet Entity Linking. | Stephen D. Guo, Ming-Wei Chang, Emre Kiciman |
| 2012 | CIKM | Click patterns: an empirical representation of complex query intents. | Huizhong Duan, Emre Kiciman, ChengXiang Zhai |
| 2012 | ICWSM | OMG, I Have to Tweet that! A Study of Factors that Influence Tweet Rates. | Emre Kiciman |
| 2012 | ICWSM | Narcotweets: Social Media in Wartime. | Andrs Monroy-Hernndez, Emre Kiciman, danah boyd, Scott Counts |
| 2010 | CLOUD | Fluxo: a system for internet service programming by non-expert developers. | Emre Kiciman, V. Benjamin Livshits, Madanlal Musuvathi, Kevin C. Webb |
| 2009 | EuroSys | Improving the responsiveness of internet services with automatic cache placement. | Alexander Rasmussen, Emre Kiciman, V. Benjamin Livshits, Madanlal Musuvathi |
| 2009 | HotOS | FLUXO: A Simple Service Compiler. | Emre Kiciman, V. Benjamin Livshits, Madanlal Musuvathi |
| 2009 | SOSP | CatchAndRetry: extending exceptions to handle distributed system failures and recovery. | Emre Kiciman, Benjamin Livshits, Madanlal Musuvathi |
| 2007 | HotOS | Live Monitoring: Using Adaptive Instrumentation and Analysis to Debug and Maintain Web Applications. | Emre Kiciman, Helen J. Wang |
| 2007 | SOSP | AjaxScope: a platform for remotely monitoring the client-side behavior of web 2.0 applications. | Emre Kiciman, V. Benjamin Livshits |
| 2006 | OSDI | Flight Data Recorder: Monitoring Persistent-State Interactions to Improve Systems Management. | Chad Verbowski, Emre Kiciman, Arunvijay Kumar, Brad Daniels, Shan Lu, Juhan Lee, Yi-Min Wang, Roussi Roussev |
| 2006 | SIGCOMM | Autonomic network management: some pragmatic considerations. | Richard Mortier, Emre Kiciman |
| 2006 | SIGMETRICS | Analyzing persistent state interactions to improve state management. | Chad Verbowski, Emre Kiciman, Brad Daniels, Yi-Min Wang, Roussi Roussev, Shan Lu, Juhan Lee |
| 2004 | NSDI | Path-Based Failure and Evolution Management. | Mike Y. Chen, Anthony J. Accardi, Emre Kiciman, David A. Patterson, Armando Fox, Eric A. Brewer |
| 2004 | NSDI | Session State: Beyond Soft State. | Benjamin C. Ling, Emre Kiciman, Armando Fox |
| 2003 | HotOS | Using Runtime Paths for Macroanalysis. | Mike Y. Chen, Emre Kiciman, Anthony J. Accardi, Armando Fox, Eric A. Brewer |
| 2003 | PERCOM | Portability, Extensibility and Robustness in iROS. | Shankar Ponnekanti, Brad Johanson, Emre Kiciman, Armando Fox |
| 2002 | DSN | Pinpoint: Problem Determination in Large, Dynamic Internet Services. | Mike Y. Chen, Emre Kiciman, Eugene Fratkin, Armando Fox, Eric A. Brewer |
| 2001 | HotOS | Towards Zero-Code Service Composition. | Emre Kiciman, Laurence Melloul, Armando Fox |