Anbang Xu

According to our database, Anbang Xu authored at least 67 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

In Defense of RAG in the Era of Long-Context Language Models.

Tan Yu, Anbang Xu, Rama Akkiraju

CoRR, 2024

FACTS About Building Retrieval Augmented Generation-based Chatbots.

Rama Akkiraju, Anbang Xu, Deepak Bora, Tan Yu, Lu An, Vishal Seth, Aaditya Shukla, Pritam Gundecha, Hridhay Mehta, Ashwin Jha, Prithvi Raj, Abhinav Balasubramanian, Murali Maram, Guru Muthusamy, Shivakesh Reddy Annepally, Sidney Knowles, Min Du, Nick Burnett, Sean Javiya, Ashok Marannan, Mamta Kumari, Surbhi Jha, Ethan Dereszenski, Anupam Chakraborty, Subhash Ranjan, Amina Terfai, Anoop Surya, Tracey Mercer, Vinodh Kumar Thanigachalam, Tamar Bar, Sanjana Krishnan, Samy Kilaru, Jasmine Jaksic, Nave Algarici, Jacob Liberman, Joey Conway, Sonu Nayyar, Justin Boitano

CoRR, 2024

3rd Workshop on End-End Customer Journey Optimization.

Shadow Zhao, Mert Bay, Anbang Xu, Neha Gupta

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Generative AI and Retrieval-Augmented Generation (RAG) Systems for Enterprise.

Anbang Xu, Tan Yu, Min Du, Pritam Gundecha, Yufan Guo, Xinliang Zhu, May Wang, Ping Li, Xinyun Chen

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

2nd Workshop on End-End Customer Journey Optimization.

Hongying Zhao, Zhenyu Zhao, Anbang Xu, Neha Gupta, Mert Bay

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

1st Workshop on End-End Customer Journey Optimization.

Neha Gupta, Zhenyu Zhao, Mert Bay, Anbang Xu, Faisal Farooq

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

An Empirical Study of Factors Affecting Language-Independent Models.

Xiaotong Liu, Anbang Xu, Rama Akkiraju

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021

Explainability for Natural Language Processing.

Marina Danilevsky, Shipi Dhanorkar, Yunyao Li, Lucian Popa, Kun Qian, Anbang Xu

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Chat-XAI: A New Chatbot to Explain Artificial Intelligence.

Mingkun Gao, Xiaotong Liu, Anbang Xu, Rama Akkiraju

Proceedings of the Intelligent Systems and Applications, 2021

Chatbot or Chat-Blocker: Predicting Chatbot Popularity before Deployment.

Mingkun Gao, Xiaotong Liu, Anbang Xu, Rama Akkiraju

Proceedings of the DIS '21: Designing Interactive Systems Conference 2021, 2021

Who needs to know what, when?: Broadening the Explainable AI (XAI) Design Space by Looking at Explanations Across the AI Lifecycle.

Shipi Dhanorkar, Christine T. Wolf, Kun Qian, Anbang Xu, Lucian Popa, Yunyao Li

Proceedings of the DIS '21: Designing Interactive Systems Conference 2021, 2021

2020

Using Language Models to Pre-train Features for Optimizing Information Technology Operations Management Tasks.

Xiaotong Liu, Yingbei Tong, Anbang Xu, Rama Akkiraju

Proceedings of the Service-Oriented Computing - ICSOC 2020 Workshops, 2020

A General Methodology to Quantify Biases in Natural Language Data.

Jiawei Chen, Anbang Xu, Zhe Liu, Yufan Guo, Xiaotong Liu, Yingbei Tong, Rama Akkiraju, John M. Carroll

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

Characterizing Machine Learning Processes: A Maturity Framework.

Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu, Xiaotong Liu, John Schumacher

Proceedings of the Business Process Management - 18th International Conference, 2020

2019

Generating Business Intelligence Through Social Media Analytics: Measuring Brand Personality with Consumer-, Employee-, and Firm-Generated Content.

Yuheng Hu, Anbang Xu, Yili Hong, David Gal, Vibha Sinha, Rama Akkiraju

J. Manag. Inf. Syst., 2019

An Empirical Study of Factors Affecting Language-Independent Models.

Xiaotong Liu, Yingbei Tong, Anbang Xu, Rama Akkiraju

CoRR, 2019

Cognitive Learning: How to Become William Shakespeare.

Xiaotong Liu, Anbang Xu, Zhe Liu, Yufan Guo, Rama Akkiraju

Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Characterizing machine learning process: A maturity framework.

Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu, Xiaotong Liu, John Schumacher

CoRR, 2018

Challenge AI Mind: A Crowd System for Proactive AI Testing.

Siwei Fu, Anbang Xu, Xiaotong Liu, Huimin Zhou, Rama Akkiraju

CoRR, 2018

Voice of Customer: A Tone-based Analysis System for Online User Engagement.

Xiaotong Liu, Anbang Xu, Vibha Sinha, Rama Akkiraju

Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Seemo: A Computational Approach to See Emotions.

Zhe Liu, Anbang Xu, Yufan Guo, Jalal U. Mahmud, Haibin Liu, Rama Akkiraju

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Touch Your Heart: A Tone-aware Chatbot for Customer Care on Social Media.

Tianran Hu, Anbang Xu, Zhe Liu, Quanzeng You, Yufan Guo, Vibha Sinha, Jiebo Luo, Rama Akkiraju

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Raising Awareness of Conveyed Personality In Social Media Traces.

Bin Xu, Liang Gou, Anbang Xu, Jalal Mahmud, Dan Cosley

CoRR, 2017

Computational Models for Attitude and Actions Prediction.

Jalal Mahmud, Geli Fei, Anbang Xu, Aditya Pal, Michelle X. Zhou

CoRR, 2017

Fostering User Engagement: Rhetorical Devices for Applause Generation Learnt from TED Talks.

Zhe Liu, Anbang Xu, Mengdi Zhang, Jalal Mahmud, Vibha Sinha

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

25 Tweets to Know You: A New Model to Predict Personality with Social Media.

Pierre-Hadrien Arnoux, Anbang Xu, Neil H. Boyette, Jalal Mahmud, Rama Akkiraju, Vibha Sinha

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Does Personality Matter?: A Study of Personality and Situational Effects on Consumer Behavior.

Zhe Liu, Anbang Xu, Yi Wang, Jerald Schoudt, Jalal Mahmud, Rama Akkiraju

Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017

CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles.

Chenguang Wang, Alan Akbik, Laura Chiticariu, Yunyao Li, Fei Xia, Anbang Xu

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Tone Analyzer for Online Customer Service: An Unsupervised Model with Interfered Training.

Peifeng Yin, Zhe Liu, Anbang Xu, Taiga Nakamura

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A New Chatbot for Customer Service on Social Media.

Anbang Xu, Zhe Liu, Yufan Guo, Vibha Sinha, Rama Akkiraju

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Understanding Purchase Behaviors through Personality-driven Traces.

Xiaotong Liu, Anbang Xu, Rama Akkiraju, Vibha Sinha

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

To Buy or Not to Buy? Understanding the Role of Personality Traits in Predicting Consumer Behaviors.

Zhe Liu, Yi Wang, Jalal Mahmud, Rama Akkiraju, Jerald Schoudt, Anbang Xu, Bryan Donovan

Proceedings of the Social Informatics - 8th International Conference, 2016

Predicting Attitude and Actions of Twitter Users.

Jalal Mahmud, Geli Fei, Anbang Xu, Aditya Pal, Michelle X. Zhou

Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

SocialBrands: Visual analysis of public perceptions of brands on social media.

Xiaotong Liu, Anbang Xu, Liang Gou, Haibin Liu, Rama Akkiraju, Han-Wei Shen

Proceedings of the 11th IEEE Conference on Visual Analytics Science and Technology, 2016

Predicting Perceived Brand Personality with Social Media.

Anbang Xu, Haibin Liu, Liang Gou, Rama Akkiraju, Jalal Mahmud, Vibha Sinha, Yuheng Hu, Mu Qiao

Proceedings of the Tenth International Conference on Web and Social Media, 2016

InsightMe: Raising Awareness of Conveyed Personality in Social Media Traces.

Bin Xu, Liang Gou, Anbang Xu, Dan Cosley, Jalal Mahmud

Proceedings of the Tenth International Conference on Web and Social Media, 2016

2015

A Classroom Study of Using Crowd Feedback in the Iterative Design Process.

Anbang Xu, Huaming Rao, Steven P. Dow, Brian P. Bailey

Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

VeilMe: An Interactive Visualization Tool for Privacy Configuration of Using Personality Traits.

Yang Wang, Liang Gou, Anbang Xu, Michelle X. Zhou, Huahai Yang, Hernan Badenes

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014

Designing with crowds

Anbang Xu

PhD thesis, 2014

Emerging Dynamics in Crowdfunding Campaigns.

Huaming Rao, Anbang Xu, Xiao Yang, Wai-Tat Fu

Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

Voyant: generating structured feedback on visual designs using a crowd of non-experts.

Anbang Xu, Shih-Wen Huang, Brian P. Bailey

Proceedings of the Computer Supported Cooperative Work, 2014

A system for receiving crowd feedback on visual designs.

Anbang Xu, Brian P. Bailey

Proceedings of the Computer Supported Cooperative Work, 2014

Show me the money!: an analysis of project updates during crowdfunding campaigns.

Anbang Xu, Xiao Yang, Huaming Rao, Wai-Tat Fu, Shih-Wen Huang, Brian P. Bailey

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013

CommunityCompare: visually comparing communities for online community leaders in the enterprise.

Anbang Xu, Jilin Chen, Tara Matthews, Michael J. Muller, Hernan Badenes

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012

A reference-based scoring model for increasing the findability of promising ideas in innovation pipelines.

Anbang Xu, Brian P. Bailey

Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

What do you think?: a case study of benefit, expectation, and interaction in a large online critique community.

Anbang Xu, Brian P. Bailey

Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

Learning how to feel again: towards affective workplace presence and communication technologies.

Anbang Xu, Jacob T. Biehl, Eleanor Gilbert Rieffel, Thea Turner, William van Melle

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011

A crowdsourcing model for receiving design critique.

Anbang Xu, Brian P. Bailey

Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010

Improving interaction models for generating and managing alternative ideas during early design work.

Brittany N. Smith, Anbang Xu, Brian P. Bailey

Proceedings of the Graphics Interface 2010 Conference, May 31, 2010

2009

A collaborative interface for managing design alternatives.

Anbang Xu, Brittany N. Smith, Brian P. Bailey

Proceedings of the 7th Conference on Creativity & Cognition, Berkeley, 2009

2008

Cancer classification from serial analysis of gene expression with event models.

Xin Jin, Anbang Xu, Rongfang Bie

Appl. Intell., 2008

Complete two-dimensional principal component analysis for image registration.

Anbang Xu, Xinyu Chen, Ping Guo

Proceedings of the IEEE International Conference on Systems, 2008

ECoG Analysis with Affinity Propagation Algorithm.

Yuan Yuan, Anbang Xu, Ping Guo, Jia-cai Zhang

Proceedings of the Fourth International Conference on Natural Computation, 2008

2007

Visual Analysis of the Air Pollution Problem in Hong Kong.

Huamin Qu, Wing-Yi Chan, Anbang Xu, Kai-Lun Chung, Alexis Kai-Hon Lau, Ping Guo

IEEE Trans. Vis. Comput. Graph., 2007

Palette-Style Volume Visualization.

Yingcai Wu, Anbang Xu, Ming-Yuen Chan, Huamin Qu, Ping Guo

Proceedings of the 6th Eurographics / IEEE VGTC International Symposium on Volume Graphics, 2007

Global and Local Preserving Feature Extraction for Image Categorization.

Rongfang Bie, Xin Jin, Chuan Xu, Chuanliang Chen, Anbang Xu, Xian Shen

Proceedings of the Artificial Neural Networks, 2007

2006

Kernel ICA Feature Extraction for Spectral Recognition of Celestial Objects.

Ling Bai, Anbang Xu, Ping Guo, Yunde Jia

Proceedings of the IEEE International Conference on Systems, 2006

Machine Learning Techniques and Chi-Square Feature Selection for Cancer Classification Using SAGE Gene Expression Profiles.

Xin Jin, Anbang Xu, Rongfang Bie, Ping Guo

Proceedings of the Data Mining for Biomedical Applications, PAKDD 2006 Workshop, 2006

Isomap and Neural Networks Based Image Registration Scheme.

Anbang Xu, Ping Guo

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

KICA Feature Extraction in Application to FNN based Image Registration.

Anbang Xu, Xin Jin, Ping Guo, Rongfang Bie

Proceedings of the International Joint Conference on Neural Networks, 2006

Complete Two-Dimensional PCA for Face Recognition.

Anbang Xu, Xin Jin, YuGang Jiang, Ping Guo

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Image Registration with Regularized Neural Network.

Anbang Xu, Ping Guo

Proceedings of the Neural Information Processing, 13th International Conference, 2006

Two-Dimensional PCA Combined with PCA for Neural Network Based Image Registration.

Anbang Xu, Xin Jin, Ping Guo

Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Event Models for Tumor Classification with SAGE Gene Expression Data.

Xin Jin, Anbang Xu, Guoxing Zhao, Jixin Ma, Rongfang Bie

Proceedings of the Computational Science, 2006

Kernel Independent Component Analysis for Gene Expression Data Clustering.

Xin Jin, Anbang Xu, Rongfang Bie, Ping Guo

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Spam email filtering with bayesian belief network: using relevant words.

Xin Jin, Anbang Xu, Rongfang Bie, Xian Shen, Min Yin

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Locality Preserving Projection on Source Code Metrics for Improved Software Maintainability.

Xin Jin, Yi Liu, Jie Ren, Anbang Xu, Rongfang Bie

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006