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• SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models

  Somnath Banerjee, Sayan Layek, Soham Tripathy, Shanu Kumar, Animesh Mukherjee, Rima Hazra

  27188-27196

  2025-04-11

• Bridging the Knowledge Gap: Understanding User Expectations for Trustworthy LLM Standards

  Michaela Benk, Léane Wettstein, Nadine Schlicker, Florian von Wangenheim, Nicolas Scharowski

  27197-27205

  2025-04-11

• Scaling Trends for Data Poisoning in LLMs

  Dillon Bowen, Brendan Murphy, Will Cai, David Khachaturov, Adam Gleave, Kellin Pelrine

  27206-27214

  2025-04-11

• Verification of Neural Networks Against Convolutional Perturbations via Parameterised Kernels

  Benedikt Brückner, Alessio Lomuscio

  27215-27223

  2025-04-11

• Risk Controlled Image Retrieval

  Kaiwen Cai, Chris Xiaoxuan Lu, Xingyu Zhao, Wei Huang, Xiaowei Huang

  27224-27232

  2025-04-11

• Political Bias Prediction Models Focus on Source Cues, Not Semantics

  Selin Chun, Daejin Choi, Taekyoung Kwon

  27233-27241

  2025-04-11

• Searching for Unfairness in Algorithms’ Outputs: Novel Tests and Insights

  Ian Davidson, S. S. Ravi

  27242-27249

  2025-04-11

• In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search

  Emir Demirović, Christian Schilling, Anna Lukina

  27250-27257

  2025-04-11

• Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution

  Carlos Eiras-Franco, Anna Hedström, Marina M.-C. Höhne

  27258-27267

  2025-04-11

• Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning

  Karl Elbakian, Samuel Carton

  27268-27276

  2025-04-11

• LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets

  Duanyu Feng, Bowen Qin, Chen Huang, Youcheng Huang, Zheng Zhang, Wenqiang Lei

  27277-27285

  2025-04-11

• SMLE: Safe Machine Learning via Embedded Overapproximation

  Matteo Francobaldi, Michele Lombardi

  27286-27294

  2025-04-11

• MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector

  Wenjie Fu, Huandong Wang, Chen Gao, Guanghua Liu, Yong Li, Tao Jiang

  27295-27303

  2025-04-11

• The Partially Observable Off-Switch Game

  Andrew Garber, Rohan Subramani, Linus Luu, Mark Bedaywi, Stuart Russell, Scott Emmons

  27304-27311

  2025-04-11

• UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models

  Zihan Guan, Mengxuan Hu, Sheng Li, Anil Kumar Vullikanti

  27312-27320

  2025-04-11

• Robust Multi-Objective Preference Alignment with Online DPO

  Raghav Gupta, Ryan Sullivan, Yunxuan Li, Samrat Phatale, Abhinav Rastogi

  27321-27329

  2025-04-11

• Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models

  Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho

  27330-27338

  2025-04-11

• Joint Scoring Rules: Competition Between Agents Avoids Performative Prediction

  Rubi Hudson

  27339-27346

  2025-04-11

• ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates

  Fengqing Jiang, Zhangchen Xu, Luyao Niu, Bill Yuchen Lin, Radha Poovendran

  27347-27355

  2025-04-11

• Dynamic Algorithm Termination for Branch-and-Bound-based Neural Network Verification

  Konstantin Kaulen, Matthias König, Holger H. Hoos

  27356-27364

  2025-04-11

• Quantifying Misalignment Between Agents: Towards a Sociotechnical Understanding of Alignment

  Aidan Kierans, Avijit Ghosh, Hananel Hazan, Shiri Dori-Hacohen

  27365-27373

  2025-04-11

• On the Consideration of AI Openness: Can Good Intent Be Abused?

  Yeeun Kim, Hyunseo Shin, Eunkyung Choi, Hongseok Oh, Hyunjun Kim, Wonseok Hwang

  27374-27382

  2025-04-11

• Dynamic Back-Substitution in Bound-Propagation-Based Neural Network Verification

  Panagiotis Kouvaros, Benedikt Brückner, Patrick Henriksen, Alessio Lomuscio

  27383-27391

  2025-04-11

• Maximizing Signal in Human-Model Preference Alignment

  Kelsey Kraus, Margaret Kroll

  27392-27400

  2025-04-11

• Sequential Decision Making in Stochastic Games with Incomplete Preferences over Temporal Objectives

  Abhishek Ninad Kulkarni, Jie Fu, Ufuk Topcu

  27401-27409

  2025-04-11