| 1 | ShallowDefend: Harnessing Shallow Safety Alignment for Multi-Turn Defender | Qiyao Ma, Xiaodong Liu, Weiwei Yang +9 | cs.CL | 2026-10-29 |
| 2 | How I Aligned Your Model: Scaling Up Multilingual Safety Training with Templates | Max Neuwinger, Hanna Yukhymenko, Imanol Schlag | cs.CL | 2026-10-29 |
| 3 | Training language models in simulation for psychiatric intake | Samuel Schmidgall, Tim Strother, Alex Bijamov +53 | cs.AI | 2026-10-29 |
| #4 | The Athlete as a Scientist of One: Agentic Bayesian Experimental Design for Individualized Physiology from Consumer Wearables | Behnam Moradi | cs.RO | 2026-10-29 |
| #5 | Learned Terminal Costs for Short-Horizon Model Predictive Control of Autonomous Trucks in Interactive Highway Traffic | Hooman Hamze, Benjamin Houshmand, Deepthi Pathare +3 | cs.LG | 2026-10-29 |
| #6 | Decision-Level Error Attribution and Depth-Aware Safety Evaluation of Monocular RGB Human Tracking for Autonomous Robot Navigation | Abdulahi Taiwo, Chijioke Cyriacus Ekechi | cs.RO | 2026-10-29 |
| #7 | Exploring the Potential of Symbolic Regression in Precision Livestock Farming | Elisabeth Mayrhuber, Maciej Oczak, Michael Iwersen +3 | cs.LG | 2026-10-29 |
| #8 | AegisFlow: Training-Free Non-Myopic Path-Safe Guided Flow Matching | Kunpeng Liu, Boshi Zhang, Keyou You | cs.AI | 2026-10-29 |
| #9 | Possibility-based Inference: A Deterministic Framework for Robust and Reliable Uncertainty Quantification in Decision-Making | Seyedfakhredin Musavishavazi, Maryam Alipour | cs.LG | 2026-10-29 |
| #10 | Revisiting Over-refusal in Safety-aligned Large Language Models: A Representation and Optimization Perspective | Chao Chen, Pengyang Shao, Wei Qin +3 | cs.AI | 2026-10-29 |
| #11 | The Role of Self-Concept In Language Models | Yijie Hao, Joyce C. Ho | cs.AI | 2026-10-29 |
| #12 | Red-Teaming Large Language Models in Low-Resource African Languages: A Case Study of Yoruba and Nigerian Pidgin | Paula Chikaodinaka Anyanwu, Valdini Douglace Lemofouet, Blessing Ngozi Uzor +7 | cs.CL | 2026-10-29 |
| #13 | Safe Multi-Objective Reinforcement Learning: Zero Constraint Violation and Primal-Averaging Convergence | Chenxi Li, Yao Shu, Siyang Gao +2 | cs.LG | 2026-10-29 |
| #14 | YOLOF-MLD: A Multi-Level Distillation Framework for Efficient Object Detection | Xiaolong Wu, Liming Zheng, Zitong Liu +1 | cs.CV | 2026-10-29 |
| #15 | Appreciation Teaches Unauthorized Execution: Self-Evolution Degrades the Robustness of Personal Agents to Indirect Prompt Injection | Xinyan Wang, Xiaogeng Liu, Jun Shao +1 | cs.CR | 2026-10-29 |
| #16 | Optimization-based lane-changing trajectory planning in mixed traffic with embedded input convex neural networks | Yuanxiang Yang, Yu Liu, Fabricio Oliveira +2 | math.OC | 2026-10-28 |
| #17 | Auditable Belief Updates as a Missing Safety Layer for LLM-Powered Multi-Agent Systems | Zhuoyun Li, Boxuan Wang, Jinwei Hu +2 | cs.AI | 2026-10-28 |
| #18 | Discovering Jailbreaks via Curriculum of Models | Michał Burzyński, Noah T. Rossi, Shomit Basu +1 | cs.LG | 2026-10-28 |
| #19 | Auditable Hierarchical Inference with Multimodal Evidence and Bayesian Active Inquiry | Yucheng Liu, Everett X. Wang | cs.LG | 2026-10-28 |
| #20 | Adversarial Self-Distillation | Mohammad Sadegh Akhondzadeh, Soroush H. Zargarbashi, Aleksandar Bojchevski | cs.LG | 2026-10-28 |
| #21 | Information-Theoretic Reliability--Safety Bounds and Finite-Alignment Dynamics in AI Knowledge Distillation | Miao-Miao Yi, Zhen-Yu Cai, Y -M. Du +1 | cond-mat.stat-mech | 2026-10-28 |
| #22 | TRIM: Temporal Run-Time Monitoring of 3D Object Detection via Activation Statistics | Hakan Yekta Yatbaz, Konstantinos Koufos, Mehrdad Dianati | cs.CV | 2026-10-28 |
| #23 | Value Probes: Learned Value Functions for Beam-Search Red Teaming | Jonathan F. Jao, Andrew Kyle Lampinen | cs.AI | 2026-10-28 |
| #24 | Accelerating Nonlinear MPC by Behavior Cloning with Separated Timescales: Application to Nuclear Reactor Load-Following | Perceval Beja-Battais, Alain Grosset{ê}te, Nicolas Vayatis | cs.AI | 2026-10-28 |
| #25 | RoleFUZZER: User-Behaviour Fuzzing for Role-Specification Adherence in Large Language Models | Kshitish Ghate, Michael Saxon, Tadayoshi Kohno +1 | cs.CL | 2026-10-28 |
| #26 | Does Chain-of-Thought Reliance Follow a Scaling Law?Larger Models Follow Their Steps More, Independent of Post-Training | Esther Xin | cs.CL | 2026-10-28 |
| #27 | Masked Erosion: How Acceptance Gates Lose Redundant Safeguards in Self-Improving Agents | Hau-Sing So, Daixian Liu, Weicai Long | cs.AI | 2026-10-28 |
| #28 | Keepace.ai: A Technical Report on a Large Language Model for Sports and Health | Keepace. ai Team, Bowen Wu, Heng Wang +12 | cs.CL | 2026-10-28 |
| #29 | Component Translation and Judge-Labelled Refusal: A Multilingual Safety Evaluation | Yongxi Zhou, Junwei Yao, Wenbo Ye +1 | cs.CL | 2026-10-28 |
| #30 | Jailbreak Connectivity: Towards Diverse, Transferable, and Universal Multimodal Large Language Model Jailbreak | Xu Zhang, Ziqing Hu, Shuo Han +1 | cs.LG | 2026-10-28 |
| #31 | What Can Firms Do in the Face of Model Distillation? | Diptangshu Sen, Jibang Wu, Juba Ziani | cs.GT | 2026-10-28 |
| #32 | PromptSense: Sentiment-Aware Mental Health Chatbot with Dynamic Prompting | Sugi Lee, Jianlong Zhou, Jing sUN | cs.AI | 2026-10-27 |
| #33 | Integral Probability Boundaries | Bogdan Kulynych, Shahab Asoodeh | cs.LG | 2026-10-27 |
| #34 | Making Smart Homes Fit for Autistic Children: Family Work and Monitored Independence | Tingting Xiang, Weihan Jiang, Hrishitva Patel +3 | cs.HC | 2026-10-27 |
| #35 | Preserving Safety During Sequential Fine-Tuning: A Factorial and Geometric Analysis of Replay | George Ruellan, Diana Benavides-Prado | cs.LG | 2026-10-27 |
| #36 | Learning Lotteries with Minimal Stakeholder Violations from Membership Queries | Nicholas Teh, Paul W. Goldberg | cs.LG | 2026-10-27 |
| #37 | Pushing Dexterity and Safety for In-Hand Object Pose Reaching That Works Remarkably Well | Ian Chuang, Hiya Shah, Vamsi Chilamkur +2 | cs.RO | 2026-10-27 |
| #38 | When uncertainty quantification fails: structural vulnerabilities and corrections for selective prediction under clinical class imbalance | Walter Endrizzi, Flavio Ragni, Raffaele Marchesi +4 | cs.LG | 2026-10-27 |
| #39 | Agentic Backdoors via Pretraining Poisoning | Xinyan Hu, Pingbang Hu, Chloe Loughridge +5 | cs.CR | 2026-10-27 |
| #40 | Follow the Gradient: Tracing Safety Degradation Back to Training Data | Saket Reddy, Amro Abbas, Anshuman Suri +3 | cs.LG | 2026-10-27 |
| #41 | When Visual Evidence Is Insufficient: How Instructions, Post-Training, and Internal Activations Shape Refusal in Multimodal Language Models | Ananth K Suresh, Aveen Dayal, Gouthaman KV +2 | cs.LG | 2026-10-27 |
| #42 | Uncovering Why LLMs Fail: From Internal Mechanisms to Adversarial Reasoning Trajectories | Zirui Ding, Xinxin Fan, Hao Yuan +3 | cs.AI | 2026-10-27 |
| #43 | Aligning Large Language Models for Safety in African Languages: A Case Study of Hausa | Valdini Douglace Lemofouet, Blessing Ngozi Uzor, Paula Chikaodinaka Anyanwu +4 | cs.CL | 2026-10-27 |
| #44 | FastBEVFusion: Simple Multi-Modal Fusion for 3D Object Detection at 50 FPS | Tom Sanitz, Emre Gülsoylu, Simone Frintrop +1 | cs.CV | 2026-10-27 |
| #45 | Multibranch Ensemble Head in Vision Foundation Models for Efficient Cucumber Phenological Stage Classification | Kostiantyn Khabarlak | cs.CV | 2026-10-27 |
| #46 | RePAIR: Inverting Backdoor Attacks in Semantic Segmentation | Arnold Brosch, Kira Maag | cs.CV | 2026-10-27 |
| #47 | Online gas classification at the edge | Ton Juny Pina, Hugh Greatorex, Elisabetta Chicca | cs.ET | 2026-10-27 |
| #48 | FVH-Bench: Evaluating Image Generator Safety Beyond Overtly Harmful Imagery | Zihao Zhu, Yuhan Liu, Siwei Lyu +1 | cs.CR | 2026-10-27 |
| #49 | Making Self-Driving Laboratories Auditable:A Unified Framework for Hybrid Actions,Measurements, and Safe Execution | Zihan Zhang, Zeyu Wu, Xin Zhang +3 | cs.RO | 2026-10-27 |
| #50 | Conservative Dueling Bandits: Preference Learning under Baseline Constraints | Rohan Deb, Mohammad Ghavamzadeh, Arindam Banerjee | cs.LG | 2026-10-27 |