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Portfolio item number 1

Published: October 25, 2026

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Portfolio item number 2

Published: October 25, 2026

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LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?

Published in Neurips 2025, 2025

Authors: Zihan Zheng*, Zerui Cheng*, Zeyu Shen*, Shang Zhou*, Kaiyuan Liu*, et al.

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AutoCode: LLMs as Problem Setters for Competitive Programming

Published in ICLR 2026, 2025

Authors: Shang Zhou*, Zihan Zheng*, Kaiyuan Liu*, et al.

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FrontierCS: Evolving Challenges for Evolving Intelligence

Published in ICML 2026, 2025

Authors: Qiuyang Mang*, Wenhao Chai*, Zhifei Li*, Huanzhi Mao*, Shang Zhou*, …, Kaiyuan Liu, et al.

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Evaluating LLM Agents as Human Simulators in Climate Social Dilemmas

Published in ICLR 2026 MALGAI Workshop (Oral), 2026

Authors: Kaiyuan Liu*, Xiaoxuan Hou*, Carrie Yuan, Natasha Jaques.

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FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale

Published in NeurIPS 2026 (Spotlight), 2026

Authors: Runyuan He, Qiuyang Mang, Shang Zhou, Kaiyuan Liu, Hanchen Li, Huanzhi Mao, et al.

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OpenDeepThink: Parallel Reasoning via Bradley-Terry Aggregation

Published in Under Review at ICLR 2027, 2026

Authors: Shang Zhou, Wenhao Chai, Kaiyuan Liu, Huanzhi Mao, Qiuyang Mang, Jingbo Shang

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Agents’ Last Exam

Published in NeurIPS 2026, 2026

Authors: Yiyou Sun, Xinyang Han, Weichen Zhang, …, Kaiyuan Liu, …, Dawn Song

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Harbor Adapters and Harbor-Index: Infrastructure and a Curated Meta-Dataset for Large-Scale Agentic Evaluation

Published in NeurIPS 2026, 2026

Authors: Lin Shi, Haowei Lin, Zixuan Zhu, …, Kaiyuan Liu, et al.

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When Agents Slow Down: Understanding LLM Agents’ Test-Time Strategies via Elo-per-token Analysis

Published in arXiv Preprint, 2026

Authors: Kaiyuan Liu, Qiuyang Mang, Bo Peng, Wenhao Chai, Hanchen Li, Shreyas Pimpalgaonkar, Luke Zettlemoyer, Alex Dimakis, Alvin Cheung

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AutoCode-RL: Climbing the Difficulty Pyramid with Verifiable Synthetic Problems

Published in Under Review at ICLR 2027, 2026

Authors: Kaiyuan Liu, Zhiming Wang, Zeyu Shen, et al.

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EmbodiedSWE: Coding Agents for Long Horizon Dexterous Robotics

Published in arXiv Preprint, 2026

Authors: Zeyu Shen, Haoxiang You, Yilang Liu, …, Kaiyuan Liu, et al.

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FrontierCS 2: A Benchmark for Computer Science R&D

Published in arXiv Preprint, 2026

Authors: Qiuyang Mang, Wenhao Chai, Runyuan He, …, Kaiyuan Liu, et al.

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Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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CSE 417

Undergraduate course, University of Washington, Paul Allen School, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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