NeurIPS 2025 Workshop SEA Submissions

The Physical Basis of Prediction: World Model Formation in Neural Organoids via an LLM-Generated Curriculum
Brennen Hill
- Published: 28 Sept 2025, Last Modified: 21 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
When Developer Aid Becomes Security Debt: A Systematic Analysis of Insecure Behaviors in LLM Coding Agents
Matous Kozak, Roshanak Zilouchian Moghaddam, Kalpathy Sivaraman
- Published: 28 Sept 2025, Last Modified: 20 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Co-Evolving Complexity: An Adversarial Framework for Automatic MARL Curricula
Brennen Hill
- Published: 28 Sept 2025, Last Modified: 21 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
What Limits Agentic Systems Efficiency?
Song Bian, Minghao Yan, Anand Jayarajan, Gennady Pekhimenko, Shivaram Venkataraman
- Published: 28 Sept 2025, Last Modified: 17 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Mobile-Agent-V: A Video-Guided Approach for Effortless and Efficient Operational Knowledge Injection in Mobile Automation
Junyang Wang, Haiyang Xu, Xi Zhang, Ming Yan, Ji Zhang, Fei Huang, Jitao Sang
- Published: 28 Sept 2025, Last Modified: 20 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Communicating Plans, Not Percepts: Scalable Multi-Agent Coordination with Embodied World Models
Brennen Hill, Mant Koh En Wei, Jishnuanandh Thangavel
- Published: 28 Sept 2025, Last Modified: 21 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks
Zhenhailong Wang, Haiyang Xu, Junyang Wang, Xi Zhang, Ming Yan, Ji Zhang, Fei Huang, Heng Ji
- Published: 28 Sept 2025, Last Modified: 11 Oct 2025
- SEA @ NeurIPS 2025 Oral
- Readers: Everyone
PrivacyMAS: A Privacy-Preserving Multi-Agent System Framework
Maryam Fatima
- Published: 28 Sept 2025, Last Modified: 09 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT
Zhuo Zhi, Qiangqiang Wu, Minghe Shen, Wenbo Li, Yinchuan Li, Kun Shao, Kaiwen Zhou
- Published: 28 Sept 2025, Last Modified: 19 Oct 2025
- SEA @ NeurIPS 2025 Oral
- Readers: Everyone
GLEE: A Unified Framework and Benchmark for Language-based Economic Environments
Eilam Shapira, Omer Madmon, Itamar Reinman, Samuel Joseph Amouyal, Roi Reichart, Moshe Tennenholtz
- Published: 28 Sept 2025, Last Modified: 13 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Licence to Scale: A Microservice Simulation Environment for Benchmarking Agentic AI
Christopher Lohse, Adrian Selk, Amadou Ba, Jonas Wahl, Marco Ruffini
- Published: 28 Sept 2025, Last Modified: 29 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users
Suyu Ye, Haojun Shi, Darren Shih, Hyokun Yun, Tanya G. Roosta, Tianmin Shu
- Published: 28 Sept 2025, Last Modified: 18 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction
Junhong Shen, Hao Bai, Lunjun Zhang, Yifei Zhou, Amrith Setlur, Shengbang Tong, Diego Caples, Nan Jiang, Tong Zhang, Ameet Talwalkar, Aviral Kumar
- Published: 28 Sept 2025, Last Modified: 19 Oct 2025
- SEA @ NeurIPS 2025 Oral
- Readers: Everyone
Beyond Fixed Tasks: Unsupervised Environment Design for Task-Level Pairs
Daniel Furelos-Blanco, Charles Pert, Frederik Kelbel, Alexander F Spies, Alessandra Russo, Michael D Dennis
- Published: 28 Sept 2025, Last Modified: 09 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
UserBench: An Interactive Gym Environment for User-Centric Agents
Cheng Qian, Zuxin Liu, Akshara Prabhakar, Zhiwei Liu, Jianguo Zhang, Haolin Chen, Heng Ji, Weiran Yao, Shelby Heinecke, Silvio Savarese, Huan Wang
- Published: 28 Sept 2025, Last Modified: 09 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
All Life is Problem Creation: Learning to Generate Environments that Maximize Performance Gain
Titas Anciukevičius, Yuhui Wang, Piotr Piękos, Li Nanbo, Wenyi Wang, Jürgen Schmidhuber
- Published: 28 Sept 2025, Last Modified: 01 Nov 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Exploring Personality Trait Change of LLM-Based AI Systems
Yuhan Ma, Junjie Wang
- Published: 28 Sept 2025, Last Modified: 14 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning
Can Jin, Hongwu Peng, Qixin Zhang, Yujin Tang, Tong Che, Dimitris N. Metaxas
- Published: 28 Sept 2025, Last Modified: 14 Oct 2025
- SEA @ NeurIPS 2025 Poster
- Readers: Everyone