Locality Preserving Projection on Source Code Metrics for Improved Software Maintainability. - Xin Jin 019; Yi Liu; Jie Ren; Anbang Xu; Rongfang Bie (Australian Conference on Artificial Intelligence, 2006)

Spam email filtering with bayesian belief network: using relevant words. - Xin Jin 019; Anbang Xu; Rongfang Bie; Xian Shen; Min Yin (GrC, 2006)

Kernel Independent Component Analysis for Gene Expression Data Clustering. - Xin Jin 019; Anbang Xu; Rongfang Bie; Ping Guo 002 (ICA, 2006)

Event Models for Tumor Classification with SAGE Gene Expression Data. - Xin Jin 019; Anbang Xu; Guoxing Zhao; Jixin Ma 001; Rongfang Bie (International Conference on Computational Science (2), 2006)

Two-Dimensional PCA Combined with PCA for Neural Network Based Image Registration. - Anbang Xu; Xin Jin 019; Ping Guo 002 (ICNC (2), 2006)

Image Registration with Regularized Neural Network. - Anbang Xu; Ping Guo 002 (ICONIP (2), 2006)

Complete Two-Dimensional PCA for Face Recognition. - Anbang Xu; Xin Jin 019; Yugang Jiang 002; Ping Guo 002 (ICPR (3), 2006)

KICA Feature Extraction in Application to FNN based Image Registration. - Anbang Xu; Xin Jin 019; Ping Guo 002; Rongfang Bie (IJCNN, 2006)

Isomap and Neural Networks Based Image Registration Scheme. - Anbang Xu; Ping Guo 002 (ISNN (2), 2006)

Machine Learning Techniques and Chi-Square Feature Selection for Cancer Classification Using SAGE Gene Expression Profiles. - Xin Jin 019; Anbang Xu; Rongfang Bie; Ping Guo 002 (BioDM, 2006)

Kernel ICA Feature Extraction for Spectral Recognition of Celestial Objects. - Ling Bai; Anbang Xu; Ping Guo 002; Yunde Jia (SMC, 2006)

Global and Local Preserving Feature Extraction for Image Categorization. - Rongfang Bie; Xin Jin 019; Chuan Xu; Chuanliang Chen; Anbang Xu; Xian Shen (ICANN (2), 2007)

Palette-Style Volume Visualization. - Yingcai Wu; Anbang Xu; Ming-Yuen Chan; Huamin Qu; Ping Guo 002 (VG@Eurographics, 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 002 (IEEE Trans. Vis. Comput. Graph., 2007)

ECoG Analysis with Affinity Propagation Algorithm. - Yuan Yuan; Anbang Xu; Ping Guo 002; Jia-cai Zhang (ICNC (5), 2008)

Complete two-dimensional principal component analysis for image registration. - Anbang Xu; Xinyu Chen 006; Ping Guo 002 (SMC, 2008)

Cancer classification from serial analysis of gene expression with event models. - Xin Jin 019; Anbang Xu; Rongfang Bie (Appl. Intell., 2008)

A collaborative interface for managing design alternatives. - Anbang Xu; Brittany N. Smith; Brian P. Bailey (Creativity & Cognition, 2009)

Improving interaction models for generating and managing alternative ideas during early design work. - Brittany N. Smith; Anbang Xu; Brian P. Bailey (Graphics Interface, 2010)

A crowdsourcing model for receiving design critique. - Anbang Xu; Brian P. Bailey (CHI Extended Abstracts, 2011)

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 (CHI, 2012)

What do you think?: a case study of benefit, expectation, and interaction in a large online critique community. - Anbang Xu; Brian P. Bailey (CSCW, 2012)

A reference-based scoring model for increasing the findability of promising ideas in innovation pipelines. - Anbang Xu; Brian P. Bailey (CSCW, 2012)

CommunityCompare: visually comparing communities for online community leaders in the enterprise. - Anbang Xu; Jilin Chen; Tara Matthews; Michael J. Muller; Hernan Badenes (CHI, 2013)

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 (CHI, 2014)

A system for receiving crowd feedback on visual designs. - Anbang Xu; Brian P. Bailey (CSCW Companion, 2014)

Voyant: generating structured feedback on visual designs using a crowd of non-experts. - Anbang Xu; Shih-Wen Huang; Brian P. Bailey (CSCW, 2014)

Emerging Dynamics in Crowdfunding Campaigns. - Huaming Rao; Anbang Xu; Xiao Yang; Wai-Tat Fu (SBP, 2014)

Designing with crowds - Anbang Xu (2014)

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 (CHI, 2015)

A Classroom Study of Using Crowd Feedback in the Iterative Design Process. - Anbang Xu; Huaming Rao; Steven P. Dow; Brian P. Bailey (CSCW, 2015)

InsightMe: Raising Awareness of Conveyed Personality in Social Media Traces. - Bin Xu 002; Liang Gou; Anbang Xu; Dan Cosley; Jalal Mahmud (ICWSM, 2016)

Predicting Perceived Brand Personality with Social Media. - Anbang Xu; Haibin Liu; Liang Gou; Rama Akkiraju; Jalal Mahmud; Vibha Sinha; Yuheng Hu; Mu Qiao (ICWSM, 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 (VAST, 2016)

Predicting Attitude and Actions of Twitter Users. - Jalal Mahmud; Geli Fei; Anbang Xu; Aditya Pal; Michelle X. Zhou (IUI, 2016)

To Buy or Not to Buy? Understanding the Role of Personality Traits in Predicting Consumer Behaviors. - Zhe Liu 002; Yi Wang; Jalal Mahmud; Rama Akkiraju; Jerald Schoudt; Anbang Xu; Bryan Donovan (SocInfo (2), 2016)

Understanding Purchase Behaviors through Personality-driven Traces. - Xiaotong Liu; Anbang Xu; Rama Akkiraju; Vibha Sinha (CHI Extended Abstracts, 2017)

A New Chatbot for Customer Service on Social Media. - Anbang Xu; Zhe Liu 002; Yufan Guo; Vibha Sinha; Rama Akkiraju (CHI, 2017)

Tone Analyzer for Online Customer Service: An Unsupervised Model with Interfered Training. - Peifeng Yin; Zhe Liu 002; Anbang Xu; Taiga Nakamura (CIKM, 2017)

CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles. - Chenguang Wang 001; Alan Akbik; Laura Chiticariu; Yunyao Li 001; Fei Xia; Anbang Xu (EMNLP, 2017)

Does Personality Matter?: A Study of Personality and Situational Effects on Consumer Behavior. - Zhe Liu 002; Anbang Xu; Yi Wang; Jerald Schoudt; Jalal Mahmud; Rama Akkiraju (HT, 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 (ICWSM, 2017)

Fostering User Engagement: Rhetorical Devices for Applause Generation Learnt from TED Talks. - Zhe Liu 002; Anbang Xu; Mengdi Zhang; Jalal Mahmud; Vibha Sinha (ICWSM, 2017)

Computational Models for Attitude and Actions Prediction. - Jalal Mahmud; Geli Fei; Anbang Xu; Aditya Pal; Michelle X. Zhou (CoRR, 2017)

Raising Awareness of Conveyed Personality In Social Media Traces. - Bin Xu 002; Liang Gou; Anbang Xu; Jalal Mahmud; Dan Cosley (CoRR, 2017)

Touch Your Heart: A Tone-aware Chatbot for Customer Care on Social Media. - Tianran Hu; Anbang Xu; Zhe Liu 002; Quanzeng You; Yufan Guo; Vibha Sinha; Jiebo Luo 001; Rama Akkiraju (CHI, 2018)

Seemo: A Computational Approach to See Emotions. - Zhe Liu 002; Anbang Xu; Yufan Guo; Jalal U. Mahmud; Haibin Liu; Rama Akkiraju (CHI, 2018)

Voice of Customer: A Tone-based Analysis System for Online User Engagement. - Xiaotong Liu; Anbang Xu; Vibha Sinha; Rama Akkiraju (CHI Extended Abstracts, 2018)

Challenge AI Mind: A Crowd System for Proactive AI Testing. - Siwei Fu; Anbang Xu; Xiaotong Liu; Huimin Zhou; Rama Akkiraju (CoRR, 2018)

Characterizing machine learning process: A maturity framework. - Rama Akkiraju; Vibha Sinha; Anbang Xu; Jalal Mahmud; Pritam Gundecha; Zhe Liu 002; Xiaotong Liu; John Schumacher (CoRR, 2018)

Cognitive Learning: How to Become William Shakespeare. - Xiaotong Liu; Anbang Xu; Zhe Liu 002; Yufan Guo; Rama Akkiraju (CHI Extended Abstracts, 2019)

An Empirical Study of Factors Affecting Language-Independent Models. - Xiaotong Liu; Yingbei Tong; Anbang Xu; Rama Akkiraju (CoRR, 2019)

Generating Business Intelligence Through Social Media Analytics: Measuring Brand Personality with Consumer-, Employee-, and Firm-Generated Content. - Yuheng Hu; Anbang Xu; Yili Hong 002; David Gal; Vibha Sinha; Rama Akkiraju (J. Manag. Inf. Syst., 2019)

Characterizing Machine Learning Processes: A Maturity Framework. - Rama Akkiraju; Vibha Sinha; Anbang Xu; Jalal Mahmud; Pritam Gundecha; Zhe Liu 002; Xiaotong Liu; John Schumacher (BPM, 2020)

A General Methodology to Quantify Biases in Natural Language Data. - Jiawei Chen 003; Anbang Xu; Zhe Liu 002; Yufan Guo; Xiaotong Liu; Yingbei Tong; Rama Akkiraju; John M. Carroll 001 (CHI Extended Abstracts, 2020)

Using Language Models to Pre-train Features for Optimizing Information Technology Operations Management Tasks. - Xiaotong Liu; Yingbei Tong; Anbang Xu; Rama Akkiraju (ICSOC Workshops, 2020)

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 002; Anbang Xu; Lucian Popa 001; Yunyao Li 001 (Conference on Designing Interactive Systems, 2021)

Chatbot or Chat-Blocker: Predicting Chatbot Popularity before Deployment. - Mingkun Gao; Xiaotong Liu; Anbang Xu; Rama Akkiraju (Conference on Designing Interactive Systems, 2021)

Chat-XAI: A New Chatbot to Explain Artificial Intelligence. - Mingkun Gao; Xiaotong Liu; Anbang Xu; Rama Akkiraju (IntelliSys (3), 2021)

Explainability for Natural Language Processing. - Marina Danilevsky; Shipi Dhanorkar; Yunyao Li 001; Lucian Popa 001; Kun Qian 002; Anbang Xu (KDD, 2021)

An Empirical Study of Factors Affecting Language-Independent Models. - Xiaotong Liu; Anbang Xu; Rama Akkiraju (HICSS, 2022)

1st Workshop on End-End Customer Journey Optimization. - Neha Gupta; Zhenyu Zhao; Mert Bay; Anbang Xu; Faisal Farooq (KDD, 2022)

2nd Workshop on End-End Customer Journey Optimization. - Hongying Zhao; Zhenyu Zhao; Anbang Xu; Neha Gupta; Mert Bay (KDD, 2023)

Generative AI and Retrieval-Augmented Generation (RAG) Systems for Enterprise. - Anbang Xu; Tan Yu; Min Du 003; Pritam Gundecha; Yufan Guo; Xinliang Zhu; May Wang; Ping Li 001; Xinyun Chen (CIKM, 2024)

3rd Workshop on End-End Customer Journey Optimization. - Shadow Zhao; Mert Bay; Anbang Xu; Neha Gupta (KDD, 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 002; Prithvi Raj; Abhinav Balasubramanian; et al. (CoRR, 2024)

In Defense of RAG in the Era of Long-Context Language Models. - Tan Yu; Anbang Xu; Rama Akkiraju (CoRR, 2024)

ParallelSearch: Train your LLMs to Decompose Query and Search Sub-queries in Parallel with Reinforcement Learning. - Shu Zhao; Tan Yu; Anbang Xu; Japinder Singh; Aaditya Shukla; Rama Akkiraju (CoRR, 2025)