Kenny Peng

6 papers · 2024–2026 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ICML (2) AAAI (1) COLT (1) NAACL (1) NeurIPS (1)

Top co-authors

Nikhil Garg (6) Jon Kleinberg (3) Rajiv Movva (2) Emma Pierson (2) Gabriel Agostini (1) Avi Garg (1) Sidhika Balachandar (1) Elliot Myunghoon Kim (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (4) Mathematics & Optimization (2) Natural Language Processing (2) Core Methods (2) Learning Types (2) Optimization (2) Optimization & Theory (2) Resources & Methods (2) Deep Learning (1) Application Areas (1) Models (1)

Keywords

large language model (2) risk management (1) binary classification (1) empirical evaluation (1) preference aggregation (1) market equilibrium (1) language model (1) human-ai collaboration (1) text embedding (1) sparse autoencoder (1) matching market (1) algorithmic monoculture (1) market design (1) two-sided matching (1) two-sided market (1) interpretable feature (1) neuron activation (1) calibrated probability (1) shared architecture (1) no free lunch (1)

Papers

How Many Features Can a Language Model Store Under the Linear Representation Hypothesis? COLT 2026 A No Free Lunch Theorem for Human-AI Collaboration AAAI 2025 Correlated Errors in Large Language Models ICML 2025 Sparse Autoencoders for Hypothesis Generation ICML 2025 Monoculture in Matching Markets NeurIPS 2024 Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers NAACL 2024