Qingyun Wu

Assistant Professor, Pennsylvania State University

Joined

July 2019

Names

Qingyun Wu (Preferred)

Emails

****@virginia.edu (Confirmed)

****@microsoft.com (Confirmed)

****@psu.edu (Confirmed)

****@autogen.team (Confirmed)

****@ag2.ai (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

Pennsylvania State University (psu.edu)

2021 – Present

Postdoc

Microsoft (microsoft.com)

2020 – 2021

Research Assistant

University of Virginia (virginia.edu)

2014 – 2020

PhD student

University of Virginia (virginia.edu)

2014 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Hongning Wang

2014 – 2020

Expertise

AutoML

2019 – Present

reinforcement learning

2018 – 2020

multi-armed bandit

2015 – 2020

information retrieval

2015 – 2020

Publications

LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking
Yifan Zeng, Ojas Tendolkar, Raymond Baartmans, Qingyun Wu, Lizhong Chen, Huazheng Wang
- Accepted by TMLR
- Readers: Everyone
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
Shaokun Zhang, Yi Dong, Jieyu Zhang, Jan Kautz, Bryan Catanzaro, Andrew Tao, Qingyun Wu, Zhiding Yu, Guilin Liu
- ICLR 2026 Poster
- Readers: Everyone
ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation
Yiran Wu, Mauricio Velazco, Andrew Zhao, Manuel Raúl Meléndez Luján, Srisuma Movva, Yogesh K Roy, Quang Nguyen, Roberto Rodriguez, Qingyun Wu, Michael Albada, Julia Kiseleva, Anand Mudgerikar
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Hard Work Does Not Always Pay Off: On the Robustness of NAS to Data Poisoning
Zachary Coalson, Huazheng Wang, Qingyun Wu, Sanghyun Hong
- Accepted by TMLR
- Readers: Everyone
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Qihan Ren, Yiran Wu, Hongru WANG, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu et al. (7 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Andrew Zhao, Yiran Wu, Yang Yue, Tong Wu, Quentin Xu, Yang Yue, Matthieu Lin, Shenzhi Wang, Qingyun Wu, Zilong Zheng, Gao Huang
- NeurIPS 2025 spotlight
- Readers: Everyone
EcoAct: Economic Agent Determines When to Register What Action
Shaokun Zhang, Jieyu Zhang, Dujian Ding, Jiale Liu, Mirian Del Carmen Hipolito Garcia, Ankur Mallick, Daniel Madrigal, Menglin Xia, Victor Rühle, Qingyun Wu, Chi Wang
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
Dujian Ding, Ankur Mallick, Shaokun Zhang, Chi Wang, Daniel Madrigal, Mirian Del Carmen Hipolito Garcia, Menglin Xia, Laks V. S. Lakshmanan, Qingyun Wu, Victor Rühle
- ICML 2025 poster
- Readers: Everyone
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
Shaokun Zhang, Ming Yin, Jieyu Zhang, Jiale Liu, Zhiguang Han, Jingyang Zhang, Beibin Li, Chi Wang, Huazheng Wang, Yiran Chen, Qingyun Wu
- ICML 2025 spotlightposter
- Readers: Everyone
Fair Online Influence Maximization
Xiangqi Wang, Shaokun Zhang, Jose Efraim Aguilar Escamilla, Qingyun Wu, Xiangliang Zhang, Jian Kang, Huazheng Wang
- Accepted by TMLR
- Readers: Everyone

View all 37 publications

Co-Authors

View all 134 co-authors