From Top-1 to Top-K: A Reproducibility Study and Benchmarking of Counterfactual Explanations for Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
PerSpect: Perspective-aware Contrastive Learning for Hybrid News Recommendation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Interactive Query Answering on Knowledge Graphs with Soft Entity Constraints
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
From Insight to Intervention: Interpretable Neuron Steering for Controlling Popularity Bias in Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Joint Modeling of Candidate and Recruiter Preferences for Fair Two-Sided Job Matching
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Effectiveness of LLMs in Temporal User Profiling for Recommendation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Using LLMs to Capture Users’ Temporal Context for Recommendation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Opening the Black Box: Interpretable Remedies for Popularity Bias in Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Mitigating Popularity Bias in Counterfactual Explanations using Large Language Models
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
A Reproducibility Study of Product-side Fairness in Bundle Recommendation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Towards Explainable Temporal User Profiling with LLMs
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Towards Carbon Footprint-Aware Recommender Systems for Greener Item Recommendation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Mitigating Exposure Bias in Online Learning to Rank Recommendation: A Novel Reward Model for Cascading Bandits
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Correcting for Popularity Bias in Recommender Systems via Item Loss Equalization
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Beyond Static Calibration: The Impact of User Preference Dynamics on Calibrated Recommendation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Measuring Item Fairness in Next Basket Recommendation: A Reproducibility Study
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Potential Factors Leading to Popularity Unfairness in Recommender Systems: A User-Centered Analysis
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Predictive Uncertainty-based Bias Mitigation in Ranking
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Fairness of Exposure in Dynamic Recommendation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Career Path Recommendations for Long-term Income Maximization: A Reinforcement Learning Approach
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Exposure-Aware Recommendation using Contextual Bandits
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Librec-auto: A tool for recommender systems experimentation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
User-centered evaluation of popularity bias in recommender systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Beyond Algorithmic Fairness in Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Flatter is better: Percentile Transformations for Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Fairness-aware Recommendation in Multi-sided Platforms
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
The Connection between Popularity Bias, Calibration, and Fairness in Recommendation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Fairness-aware Recommendation with librec-auto
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Feedback Loop and Bias Amplification in Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Multi-sided Exposure Bias in Recommendation
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
FairMatch: A Graph-based Approach for Improving Aggregate Diversity in Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Investigating Potential Factors Associated with Gender Discrimination in Collaborative Recommender Systems
Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
Service and leadership
- Currently signed in to 43 different slack teams