Andrew Estornell

29 papers A* 9A 2Journal 16Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration. ICLR Andrew Estornell, Jean-Francois Ton, Yuanshun Yao, Yang Liu
2025	J	`jnl`	AgenticMath: Enhancing LLM Reasoning via Agentic-based Math Data Generation. CoRR Xianyang Liu, Yilin Liu, Shuai Wang, Hao Cheng, Andrew Estornell, Yuzhi Zhao, Jiaheng Wei
2025	J	`jnl`	Any-Depth Alignment: Unlocking Innate Safety Alignment of LLMs to Any-Depth. CoRR Jiawei Zhang, Andrew Estornell, David D. Baek, Bo Li, Xiaojun Xu
2025	J	`jnl`	Better Reasoning with Less Data: Enhancing VLMs Through Unified Modality Scoring. CoRR Mingjie Xu, Andrew Estornell, Hongzheng Yang, Yuzhi Zhao, Zhaowei Zhu, Qi Xuan, Jiaheng Wei
2025	J	`jnl`	How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs. CoRR Andrew Estornell, Jean-Francois Ton, Muhammad Faaiz Taufiq, Hang Li
2025	A	`conf`	To Give or Not to Give? The Impacts of Strategically Withheld Recourse. AISTATS Yatong Chen, Andrew Estornell, Yevgeniy Vorobeychik, Yang Liu
2025	J	`jnl`	To Give or Not to Give? The Impacts of Strategically Withheld Recourse. CoRR Yatong Chen, Andrew Estornell, Yevgeniy Vorobeychik, Yang Liu
2024	J	`jnl`	ACC-Debate: An Actor-Critic Approach to Multi-Agent Debate. CoRR Andrew Estornell, Jean-Francois Ton, Yuanshun Yao, Yang Liu
2024	J	`jnl`	Adaptive Recruitment Resource Allocation to Improve Cohort Representativeness in Participatory Biomedical Datasets. CoRR Victor A. Borza, Andrew Estornell, Ellen Wright Clayton, Chien-Ju Ho, Russell Rothman, Yevgeniy Vorobeychik, Bradley A. Malin
2024	J	`jnl`	Dataset Representativeness and Downstream Task Fairness. CoRR Victor A. Borza, Andrew Estornell, Chien-Ju Ho, Bradley A. Malin, Yevgeniy Vorobeychik
2024	J	`jnl`	Measuring and Reducing LLM Hallucination without Gold-Standard Answers via Expertise-Weighting. CoRR Jiaheng Wei, Yuanshun Yao, Jean-Francois Ton, Hongyi Guo, Andrew Estornell, Yang Liu
2024	A*	`conf`	Multi-LLM Debate: Framework, Principals, and Interventions. NeurIPS Andrew Estornell, Yang Liu
2024	J	`jnl`	Predicting Customer Goals in Financial Institution Services: A Data-Driven LSTM Approach. CoRR Andrew Estornell, Stylianos Loukas Vasileiou, William Yeoh, Daniel Borrajo, Rui Silva
2024	A*	`conf`	The Impact of Features Used by Algorithms on Perceptions of Fairness. IJCAI Andrew Estornell, Tina Zhang, Sanmay Das, Chien-Ju Ho, Brendan Juba, Yevgeniy Vorobeychik
2024	J	`jnl`	User-Creator Feature Dynamics in Recommender Systems with Dual Influence. CoRR Tao Lin, Kun Jin, Andrew Estornell, Xiaoying Zhang, Yiling Chen, Yang Liu
2024	A*	`conf`	User-Creator Feature Polarization in Recommender Systems with Dual Influence. NeurIPS Tao Lin, Kun Jin, Andrew Estornell, Xiaoying Zhang, Yiling Chen, Yang Liu
2023	—	`conf`	Group-Fair Classification with Strategic Agents. FAccT Andrew Estornell, Sanmay Das, Yang Liu, Yevgeniy Vorobeychik
2023	A*	`conf`	Incentivizing Recourse through Auditing in Strategic Classification. IJCAI Andrew Estornell, Yatong Chen, Sanmay Das, Yang Liu, Yevgeniy Vorobeychik
2023	—	`conf`	Location Spoofing Attacks on Autonomous Fleets. VehicleSec Jinghan Yang, Andrew Estornell, Yevgeniy Vorobeychik
2023	A*	`conf`	Popularizing Fairness: Group Fairness and Individual Welfare. AAAI Andrew Estornell, Sanmay Das, Brendan Juba, Yevgeniy Vorobeychik
2022	A*	`conf`	Manipulating Elections by Changing Voter Perceptions. IJCAI Junlin Wu, Andrew Estornell, Lecheng Kong, Yevgeniy Vorobeychik
2022	J	`jnl`	Manipulating Elections by Changing Voter Perceptions. CoRR Junlin Wu, Andrew Estornell, Lecheng Kong, Yevgeniy Vorobeychik
2021	A*	`conf`	Incentivizing Truthfulness Through Audits in Strategic Classification. AAAI Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik
2021	J	`jnl`	Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents. CoRR Andrew Estornell, Sanmay Das, Yang Liu, Yevgeniy Vorobeychik
2020	A*	`conf`	Deception through Half-Truths. AAAI Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik
2020	A	`conf`	Election Control by Manipulating Issue Significance. UAI Andrew Estornell, Sanmay Das, Edith Elkind, Yevgeniy Vorobeychik
2020	J	`jnl`	Election Control by Manipulating Issue Significance. CoRR Andrew Estornell, Sanmay Das, Edith Elkind, Yevgeniy Vorobeychik
2020	J	`jnl`	Incentivizing Truthfulness Through Audits in Strategic Classification. CoRR Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik
2019	J	`jnl`	Deception through Half-Truths. CoRR Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik