Costas Spanos

Joined

December 2017

Names

Costas Spanos (Preferred)

Emails

****@berkeley.edu (Confirmed)

Personal Links

Career & Education History

Emeritus

University of California, Berkeley (berkeley.edu)

1988 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

AccidentBench: Benchmarking Multimodal Understanding and Reasoning in Vehicle Accidents and Beyond
Shangding Gu, Xiaohan Wang, Donghao Ying, Haoyu Zhao, Runing Yang, Ming Jin, Boyi Li, Marco Pavone, Serena Yeung-Levy, Jun Wang, Dawn Song, Costas Spanos
- Submitted to ICLR 2026
- Readers: Everyone
Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision
Jiahui Zhou, Dan Li, Wenjie Feng, lin li, Zhuomin Chen, Jian Lou, Costas Spanos
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
StyleBench: Evaluating thinking styles in Large Language Models
Junyu Guo, Shangding Gu, Ming Jin, Costas Spanos, Javad Lavaei
- Submitted to ICLR 2026
- Readers: Everyone
Meta Thinker: Thinking What AI Thinks
Junyu Guo, Shangding Gu, Costas Spanos, Javad Lavaei
- MATH-AI 2025 Poster
- Readers: Everyone
The Potential for Building Emissions Reduction through Sporadic and Targeted Load Modulation
Utkarsha Agwan, Samuel Bobick, Srinath Rangan, Kameshwar Poolla, Costas Spanos
- CO-BUILD Poster
- Readers: Everyone
Don’t Trade Off Safety: Diffusion Regularization for Constrained Offline RL
Junyu Guo, Zhi Zheng, Donghao Ying, Ming Jin, Shangding Gu, Costas Spanos, Javad Lavaei
- NeurIPS 2025 poster
- Readers: Everyone
Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision
Jiahui Zhou, Dan Li, lin li, Zhuomin Chen, Shunyu Wu, Haozheng Ye, Jian Lou, Costas Spanos
- Submitted to NeurIPS 2025
- Readers: Everyone
Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning
Shangding Gu, Laixi Shi, Muning Wen, Ming Jin, Eric Mazumdar, Yuejie Chi, Adam Wierman, Costas Spanos
- ICLR 2025 Poster
- Readers: Everyone
Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
Shangding Gu, Laixi Shi, Yuhao Ding, Alois Knoll, Costas Spanos, Adam Wierman, Ming Jin
- NeurIPS 2024 poster
- Readers: Everyone
Adversarial poisoning attacks on reinforcement learning-driven energy pricing
Sam Gunn, Doseok Jang, Orr Paradise, Lucas Spangher, Costas Spanos
- Published: 05 Dec 2022, Last Modified: 05 May 2023
- MLSW2022
- Readers: Everyone

View all 12 publications

Co-Authors

View all 45 co-authors