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Metric-Fair Prompting: Treating Similar Samples Similarly
Jing Wang, Jie Shen, Xing Niu, Tong Zhang, Jeremy Weiss
- Published: 08 Nov 2025, Last Modified: 21 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
HugAgent: Toward Cognitive-Level Human Alignment and Individual-Level Diversity in LLM Simulation
Chance Jiajie Li, Zhenze Mo, Yuhan Tang, Ao Qu, Jiayi Wu, Kaiya Ivy Zhao, Yulu Gan, Jie Fan, Jiangbo Yu, Hang Jiang, Paul Pu Liang, Jinhua Zhao, Luis Alberto Alonso Pastor, Kent Larson
- Published: 08 Nov 2025, Last Modified: 28 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Enhancing Monitoring in AI Control through Trusted Debate
Ghassan Al Dahik, Ruize Xu, Satvik Singh, Leon Kiunga, Pablo Bernabeu-Perez
- Published: 08 Nov 2025, Last Modified: 27 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Truth-Maintained Memory Agent: Proactive Quality Control for Reliable Long-Context Dialogue
Om Phadke, Jeffrey Guo, Nolan Koch, Andy Xu, Shanduojiao Jiang, Kevin Zhu
- Published: 08 Nov 2025, Last Modified: 28 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Collaborative Feature and Persona Enhancement for Trustworthy Medical Foundation Models
Fanqi Kong, Ziming Zhao
- Published: 08 Nov 2025, Last Modified: 28 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
DICE: Discrete Interpretable Comparative Evaluation with Probabilistic Scoring for Retrieval-Augmented Generation
Shiyan Liu, Jian Ma, Rui Qu
- Published: 08 Nov 2025, Last Modified: 27 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
ShieldBench: A Comprehensive Benchmark for Evaluating the Persistence of LLM Safety Interventions
Mert Ogul, Rishitha Voleti, Shanduojiao Jiang, Kevin Zhu
- Published: 08 Nov 2025, Last Modified: 24 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Liminal Training: Characterizing and Mitigating Subliminal Learning in Large Language Models
Atsushi Yanagisawa, Akbarzaib Khan, Thanjeetraaj Kaur Balraj Singh, Yunjong Na, Kevin Zhu, Antonio Mari
- Published: 08 Nov 2025, Last Modified: 25 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Optimizing Chain-of-Thought Confidence via Topological and Dirichlet Risk Analysis
Abhishek More, Anthony Zhang, Nicole Bonilla, Ashvik Vivekan, Kevin Zhu, Parham Sharafoleslami, Maheep Chaudhary
- Published: 08 Nov 2025, Last Modified: 28 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Position: The Complexity of Perfect AI Alignment - Formalizing the RLHF Trilemma
Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary
- Published: 08 Nov 2025, Last Modified: 23 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Bag of Tricks for Subverting Reasoning-based Safety Guardrails
Shuo Chen, Zhen Han, Haokun Chen, Bailan He, Shengyun Si, Jingpei Wu, Philip Torr, Volker Tresp, Jindong Gu
- Published: 08 Nov 2025, Last Modified: 26 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Train for Truth, Keep the Skills: Binary Retrieval-Augmented Reward Mitigates Hallucinations
Tong Chen, Akari Asai, Luke Zettlemoyer, Hannaneh Hajishirzi, Faeze Brahman
- Published: 08 Nov 2025, Last Modified: 08 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
RAGuard: A Layered Defense Framework for Retrieval-Augmented Generation Systems Against Data Poisoning
Tanish Kolhe, Pushkal Kumar, Tucker Nielson, Shubham Zala, Vincent Li, Michael Saxon, Sean Wu, Kevin Zhu
- Published: 08 Nov 2025, Last Modified: 24 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
SALT: Steering Activations towards Leakage-free Thinking in Chain of Thought
Shourya Batra, Pierce Tillman, Samarth Gaggar, Shashank Kesineni, Sunishchal Dev, Kevin Zhu, Ashwinee Panda, Vasu Sharma, Maheep Chaudhary
- Published: 08 Nov 2025, Last Modified: 23 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation
Yu Zhou, Sohyun An, Haikang Deng, Da Yin, Clark Peng, Cho-Jui Hsieh, Kai-Wei Chang, Nanyun Peng
- Published: 08 Nov 2025, Last Modified: 08 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Predicting Public Health Impacts of Electricity Usage
Yejia Liu, Zhifeng Wu, Pengfei Li, Shaolei Ren
- Published: 08 Nov 2025, Last Modified: 28 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Reasoning Relay: Evaluating Stability and Interchangeability of Large Language Models in Mathematical Reasoning
Leo Lu, Jonathan Zhang, Sean Eugene Chua, Spencer Kim, Kevin Zhu, Sean O'Brien, Vasu Sharma
- Published: 08 Nov 2025, Last Modified: 24 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
What AI Speaks for Your Community: Polling AI Agents for Public Opinion on Data Center Projects
Zhifeng Wu, Yuelin Han, Shaolei Ren
- Published: 08 Nov 2025, Last Modified: 28 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Trustworthy Few-Shot Learning for Scientific Computing: Meta-Learning Physics-Informed Neural Networks with Reliability Guarantees
Brandon Yee, Wilson Matthew Collins, Benjamin Pellegrini, Caden Wang
- Published: 08 Nov 2025, Last Modified: 24 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation
Yuanhe Zhang, Fangzhou Xie, Zhenhong Zhou, Zherui Li, Hao Chen, Kun Wang, Yufei Guo
- Published: 08 Nov 2025, Last Modified: 08 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
PrivAgentFlow: Agentic Workflow for Distributed Privacy Control in Web Agents
Tianyi Ma, Tianyi Tang, Yueming Lyu, Haiyan Yin, Yew-Soon Ong, Ivor Tsang
- Published: 08 Nov 2025, Last Modified: 28 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
From Theft to Bomb-Making: The Ripple Effect of Unlearning in Defending Against Jailbreak Attacks
Zhexin Zhang, Junxiao Yang, Yida Lu, Pei Ke, Shiyao Cui, Chujie Zheng, Hongning Wang, Minlie Huang
- Published: 08 Nov 2025, Last Modified: 27 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
General Exploratory Bonus for Optimistic Exploration in RLHF
Wendi Li, Changdae Oh, Sharon Li
- Published: 08 Nov 2025, Last Modified: 28 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants
Xiangzhe Xu, Guangyu Shen, Zian Su, Siyuan Cheng, Hanxi Guo, Lu Yan, Xuan Chen, Jiasheng Jiang, Xiaolong Jin, Chengpeng Wang, ZHUO ZHANG, Xiangyu Zhang
- Published: 08 Nov 2025, Last Modified: 28 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen!
Zhexin Zhang, Yuhao Sun, Junxiao Yang, Shiyao Cui, yuanchao zhang, Hongning Wang, Minlie Huang
- Published: 08 Nov 2025, Last Modified: 27 Nov 2025
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone

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