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NeurIPS 2026U Illinois Urbana-ChampaignU Illinois, Urbana-ChampaignUIUCFinance & economics

The Stability of Data Exchange in Competitive Markets

Yuanchen Brian Tang, Jiaxin Song, Bhaskar Ray Chaudhury, Ruta Mehta

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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NeurIPS 2026U ChicagoKalshiNew YorkFinance & economics

When do Prophets Profit in Prediction Markets?

Anri Gu, Nicole Kagan, Alec Sun, Jibang Wu and 1 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026UChicagoU ChicagoJohns HopkinsBrown University Meta FAIRFinance & economics

Towards Financial World Modeling

Humzah Merchant, Alec Guthrie, Simon Mahns, Randall Balestriero and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U HoustonU Electro-CommunicationsKeioFinance & economics

FairTune Market: A Fair and Trustworthy Marketplace for Fine-Tuned LLMs via Posted-Price & Proper-Scoring Mechanisms

Jiachen Shen, Xingke Yang, Hui Zhong, Aohan Li and 4 more

Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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NeurIPS 2026U Wisconsin - MadisonFinance & economics

Fair Division of Work in Collaborative Mean Estimation via Bargaining

Michael O. Harding, Alex Clinton, Kirthevasan Kandasamy

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026UMass AmherstU Massachusetts AmherstU Massachusetts at AmherstToyota Technological Instute at Finance & economics

Two-Sided Learning in Matching Markets with Interviews

Amirmahdi Mirfakhar, Xuchuang Wang, Mengfan Xu, Hedyeh Beyhaghi and 1 more

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026FudanFudan University, TsinghuaFinance & economics

Normalized Friedkin–Johnsen Opinion Dynamics

Runze Zhang, Gengyu Wang, Zhongzhi Zhang

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026U California, Santa BarbaraFinance & economics

Position: AI-Agent Pricing Should Become More Outcome-Dependent: An Economic Perspective

Yuheng Bu, Yueyuan Ma

Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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NeurIPS 2026U GroningenU WarsawAGH University of Science and TeFinance & economics

On Nash Equilibria in Participatory Budgeting with Donations and Beyond

GRZEGORZ LISOWSKI, Georgios Papasotiropoulos, Grzegorz Pierczyński, Krzysztof Rogowski

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026INSAIT, SofiaFinance & economics

Market Incentives for AI Safety Investment

Nikita Tsoy

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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67%Highly rated
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NeurIPS 2026IndependentU Illinois Urbana-ChampaignU Illinois at SpringfieldU Illinois at Urbana-ChampaignSalesforce ResearchFinance & economics

Risks Create a Jagged Frontier of LLM Productivity Gains Across Computer Occupations

Deepika Chawla, Gagandeep Singh, Elham k buxton, Meicen Sun and 3 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 2 of 20 reviewers recommend it
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57%Worth a look
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NeurIPS 2026SoutheastU Nebraska-LincolnSoutheast University, TsinghuaFinance & economics

Learning Menu-Based Mechanisms for Truthful Budget-Feasible Procurement

Peng Chen, Xiang Liu, Hau Chan, Yan Lyu and 2 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026George MasonFinance & economics

Speakeasy: Auditing Cheap Signals in Peer Prediction

Fang-Yi Yu, Yuang Zhang

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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80%Must read
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NeurIPS 2026Google ResearchPurdueGoogleFinance & economics

Sponsored Questions and How to Auction Them

Formal model for auctioning LLM clarifying prompts compares joint VCG optimization with decoupled modular mechanisms, finding joint design achieves efficiency and truthfulness while modular approaches suffer unbounded strategic inefficiency.

Kshipra Bhawalkar, Alexandros Psomas, Di Wang

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 12 of 20 reviewers recommend it
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strict 2/5