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Proofs Without Nominals: Gödel's Ontological Argument, its Shallow Embedding, and the Open Questions of the Monatshefte Notes

Christoph Benzmüller

2026-10-14

Typed Decision Models on Tabular Data

Baowen Zhang, Hangting Ye, Hongyuan Zha

2026-10-14

PET Quantification-Preserving Registration for Longitudinal Whole-Body PSMA PET/CT

Fryderyk Kögl, Anna Reithmeir, Daniel M. Lang, Emily Chan, Rickmer Braren, Julia A. Schnabel

2026-10-15

Design Space Exploration of Reinforcement Learning Configurations for Post-Legalization Placement

Foteini Oikonomou, Maria Pantazi-Kypraiou, George Goudroumanis, Pavlos Stoikos, Athanasios Tziouvaras, Christos Anagnostopoulos, Georgios Karakonstantis, George Floros

2026-10-14

Generative Recursive Reasoning

Junyeob Baek, Mingyu Jo, Minsu Kim, Mengye Ren, Yoshua Bengio, Sungjin Ahn

2026-10-15

Chance-Constrained Personalized LLM Routing with Online Preference Learning

Ameya Anjarlekar, Rasoul Etesami, R Srikant

2026-10-15

Is This Your Agent? Identity Watermarking for Agent Systems in Dynamic Environments

Yuwei Zhong, Yu Cheng, Jiuan Zhou, Weizhi Liu, Yi Xie, Yongkang Hu, Yuan Xie, Zhaoxia Yin

2026-10-17

Multilingual Reasoning Cascades Need More Context

Arnav Mazumder, Dengjia Zhang, Shuyue Stella Li, Yulia Tsvetkov, Niyati Bafna

2026-10-19

Review Rarely Beats the Stronger Model: Separating Verification from Capability Transfer in LLM Pipelines

Yirui Zhang, Yash Raj Shrestha

2026-10-14

PAC Learning with Query Feedback

Chase Hutton, Adam Melrod, Han Shao

2026-10-16

Continuous Ontology Assurance through External Resources -- An Ontology Engineering Method with a Case Study in Software Language Engineering

Ralf Lämmel

2026-10-16

Mobius Injection: From One-Shot Prompt Injection to Sustained Resource Exhaustion in AI Agent Infrastructure

Zi Liang, Ronghua Li, Yanyun Wang, Qingqing Ye, Haibo Hu

2026-10-19

Limitations on Autoregressive Token Generation via Sequential Sampling

Gal Arnon, Andrej Bogdanov, Paul Lou, Giulio Malavolta, Alon Rosen, Lorenzo Taschin

2026-10-14

Controlling the Diversity-Quality Trade-Off of LLMs by Merging Models Before and After Alignment

Yasuaki Sumita, Tomoharu Iwata, Toshiyuki Tanaka

2026-10-16

RoboHarness: A Simple Harness Outperforms VLA and World Action Models

Bince Qu, Wei Chen, Bo Zhang

2026-10-16

Tracking large chemical reaction networks and rare events by neural networks

Jiayu Weng, Xinyi Zhu, Jing Liu, Linyuan Lü, Pan Zhang, Ying Tang

2026-10-14

Euler: Towards Human-Centered Multi-Agent Mathematical Discovery

Qiuyu Chen, Qi Wang, Liang Xu, Xin Jin, Baao Xie, Wenjun Zeng

2026-10-14

Synergistic Vision-Language Reinforcement Enables Scalable On-Demand Analysis across Diverse Clinical Tasks

Haonan Wang, Jiaji Mao, Lehan Wang, Qixiang Zhang, Marawan Elbatel, Yi Qin, Huijun Hu, Baoxun Li, Wenhui Deng, Weifeng Qin, Hongrui Li, Jialin Liang, Jun Shen, Xiaomeng Li

2026-10-14

On the Optimisation Landscape of Overparameterised Weighted MMD

Tharrshann Jayan Logarajah, Jeremias Knoblauch, Louis Sharrock

2026-10-14

Unification and Optimization of Robust Supervised Learning

Jonas Hanselle, Valentin Margraf, Clemens Damke, Eyke Hüllermeier

2026-10-14

Memory-Efficient Subspace Optimization with Residual Correction: From Momentum SGD to Muon

Sifan Yang, Hongyi Tao, Dingzhi Yu, Haomin Bai, Wei Jiang, Silin Gao, Pi Bu, Lijun Zhang

2026-10-14

LAGO: Language Agents with Reusable Growing Options

Yuran Wu, Mengkang Hu, Qionglin Qiu, Fanqing Meng, Qiguang Chen, Yuhang Zhou, Qiudan Zhang, Xu Wang

2026-10-14

Privacy-Preserving GNN Inference on Financial Transaction Graphs via Homomorphic Encryption

H. Çağrı Bilgi, Kemal Mutluergil, Ceren Yıldırım, Kubilay Atasu, Erkay Savas

2026-10-14

Rent-Seeking Language Models: Reward Models Set the Prices, Frequent Audits Curb the Rent

Zixiao Wang, Xingbo Du, Duzhen Zhang, Le Song

2026-10-14

SecureClaw: Clawing Back Control of LLM Agents

Yuhan Ma, Stefan Schmid

2026-10-14

Spectral structure learning for clinical time series

Ivan Lerner, Anita Burgun, Francis Bach

2026-10-14

EGCForest: Structured Agent Memory Organization for Enterprise Group Chats

Lingxi Cui, Jinhao Ruan, Wenqing Wei, Guo Yi, Li Rao, Ke Chen, Lidan Shou

2026-10-14

Learning, Fast and Slow: Towards LLMs That Adapt Continually

Rishabh Tiwari, Kusha Sareen, Lakshya A Agrawal, Joseph E. Gonzalez, Matei Zaharia, Kurt Keutzer, Inderjit S Dhillon, Rishabh Agarwal, Devvrit Khatri

2026-10-14

Teaching Agents in their Own Style: Blackbox Teacher Distillation for Web Agents

Md Farhan Ishmam, Kenneth Marino

2026-10-14

LeakBench: Auditing Reward Hacking through Prediction-Time Leakage in Clinical Modeling Agents

Xiaoyuan Bao, Jingsi Jiang, Jiao Shan, Yulong Cao, Haoyu Wang, Zida Liu, Jun Gao

2026-10-19

Fresh Papers

Honeycomb-Surfels: Compact Hexagonal Primitives for Efficient Scene Rendering and Reconstruction

Prakhar Kaushik, Soumava Paul, Alan Yuille

2026-10-27

ThinkWorld: World Imagination Reinforces Chain-of-Dynamics Reasoning

Chaehyun Kim, Chi-Pin Huang, Jisoo Kim, Min-Hung Chen, Yu-Chiang Frank Wang, Seungryong Kim, Fu-En Yang

2026-10-27

Can Discrete Tokens Serve as Semantically Lossless Representations of Visual Signals?

Jialv Zou, Xiaotong Li, Zhengrong Yue, Xu Huang, Yaxin Luo, Wenhao Yan, Haodong Li, Wenyu Liu, Xinggang Wang

2026-10-27

When Should We Intervene at Test Time?

Jiahao Zhang, Xinling Wen, Liangliang Li, Yu Chen

2026-10-27

Heads of Security: Learned Attention Gates Improve Prompt Injection Robustness

Igor Shilov, Xiaoxue Yang, Alexander Panfilov, Evgenii Kortukov, Matthieu Meeus, Peter Romov, Wojciech Samek, Jonas Geiping, Yves-Alexandre de Montjoye

2026-10-27

Attention as Lattice Gauge Theory: Relations Interact Only Through Wilson Loops

Aakash Sarkar, Ananya Mukherjee, Motoshige Sato

2026-10-27

KPPax: preprocess differentiable kinetic ODE for machine learning in atmospheric chemistry

Wenqing Peng, Michael Boy, Zhi-Song Liu

2026-10-27

Pushing Dexterity and Safety for In-Hand Object Pose Reaching That Works Remarkably Well

Ian Chuang, Hiya Shah, Vamsi Chilamkur, Iman Soltani, Claire Tomlin

2026-10-27

GEPA-Curator: Curated Learning for Self Improving Agents

Zack Yu, Nicholas Lee, Minjae Lee, Lakshya Agarwal, Luca Manolache, Wonjun Kang, Matei Zaharia, Michael W. Mahoney, Kurt Keutzer, Sehoon Kim, Amir Gholami

2026-10-27

Can LLMs Uncover Hidden Physical Laws through Free Exploration?

Zhen Yang, Wen Wang, Xander Xu, Ying-Cong Chen

2026-10-27

A Tight 3-Approximation for Fair $k$-Means

Kangke Cheng, Guanlin Mo, Shihong Song, Hu Ding

2026-10-27

Scaling Laws for Tool-Use Agents via Controllable Environment Synthesis

Andrew Szot, Samira Abnar, Omar Attia, Abbas Kazerouni, Michael Kirchhof, Cheng-Yu Hsieh, Raviteja Vemulapalli, Alexander Toshev

2026-10-27

MuonGS: Pretraining LLMs with Relaxed Weight-Norm Control

Athanasios Glentis, Dawei Li, Mingyi Hong

2026-10-27

Multi-State Linear Attention with Generalized Second-Order Routing

Hee Seung Hwang, Sanghyuk Chun, Xindi Wu, Olga Russakovsky, Zhiwei Deng

2026-10-27

Corrupted but Correct: Why Vision-Language Models Lie to Themselves Internally

Arun Josephraj Arokiaraj, Chenyi Huang, Zekun Wu, Adriano Koshiyama

2026-10-27

Metacognitive Decoding: Efficient Inference for Diffusion Language Agents

Mingyu Zhao, Shuhang Lin, Ligong Han, Xiaojing Yu, Zhenting Wang, Yifei Pang, Yang Zhou, Dimitris N. Metaxas

2026-10-27

Repurposing Video Diffusion Transformers for Cross-View Temporal Object Correspondence

Siyoon Jin, Dahyun Chung, Honggyu An, Sangbeom Lim, Wonjin Nam, Jaewoo Jung, WonJun Moon, Seungryong Kim

2026-10-27

Scaling Reasoning Efficiently via Relaxed On-Policy Distillation

Jongwoo Ko, Sara Abdali, Young Jin Kim, Tianyi Chen, Pashmina Cameron

2026-10-27

Quaternion Approximate Networks for Enhanced Image Classification and Oriented Object Detection

Bryce Grant, Peng Wang

2026-10-27

What Improves During Pretraining? Tracking Knowledge Acquisition with Point-in-Time Models

Chang Su, Bin Wu, Emine Yilmaz, Yao Lu

2026-10-27

New explanations and inference for least angle regression

Karl B. Gregory, Daniel J. Nordman

2026-10-27

Annotrace: A Workbench for Step-Level Annotation of Agent Traces

Chenyi Huang, Arun Josephraj Arokiaraj, Bin Wu, Sahan Bulathwela

2026-10-27

Know, then Draw: A New Learning Paradigm for Visual Generation

Yucheng Mao, Chongjian Ge, Zhuowen Tu, Hao Tan, Hanwen Jiang

2026-10-27

STRAND: Sequence-Conditioned Transport for Single-Cell Perturbations

Boyang Fu, Sameer Gabbita, George Dasoulas, Xiang Lin, Shanghua Gao, Xiaorui Su, Soumya Ghosh, Marinka Zitnik

2026-10-27

Rare, Relevant, and Still Wrong: How Memory Fails LLM Group Decisions

Anouar Imel, Imad Charradi, Abderrahman Sghir, Khalil El Khammar

2026-10-27

Perceiving and Predicting Dynamic Sports: Spatiotemporal Intelligence in Vision Models for Egocentric Tennis Video

Tudor Braicu, Joseph DelPreto, Jared Boyer, Mónika Farsang, Maximilian Stölzle, Tim Niklas Seyde, Daniela Rus

2026-10-27

Optimizing Spectral Signature in Code Backdoor Detection

Quoc Hung Le, Thanh Le-Cong, Bach Le, Bowen Xu

2026-10-27

DeepMine-Mamba: Mitigating Information Dilution in Mamba-Based State Space Models for Document Image Binarization

Sheng-Wei Chan, Yung-Che Wang, Hsin-Jui Pan, Chia-Min Lin, Jen-Shiun Chiang

2026-10-27

I-HITL: Inalienable Human-in-the-Loop

Samuel Breckenridge, Dani Vilardell, Wenhao Wang, Fan Zhang, Ari Juels

2026-10-27

VideoLVR: Latent Visual Reasoning over Grounded Video Evidence

Shilong Li, Xingyuan Bu, Hao Shi, Yun Xing, Weixin Feng, Qiangpeng Yang, Shilei Wen

2026-10-27

reinforcement learning

Comprehensive Comparisons of Reinforcement Learning Algorithms in Autonomous Driving

Dechen Xie, Mushuang Liu

2026-10-14

Design Space Exploration of Reinforcement Learning Configurations for Post-Legalization Placement

Foteini Oikonomou, Maria Pantazi-Kypraiou, George Goudroumanis, Pavlos Stoikos, Athanasios Tziouvaras, Christos Anagnostopoulos, Georgios Karakonstantis, George Floros

2026-10-14

DEEPRUBRIC: Evidence-Tree Rubric Supervision for Efficient Reinforcement Learning of Deep Research Agents

Minghang Zhu, Chuyang Wei, Junhao Xu, Yilin Cheng, Zhumin Chen, Jiyan He

2026-10-14

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Hao Li, MeiJia Chen, Weijie Ren, Donghan Li, Zijun Tian, Jingchun Huang, Naibo Wang

2026-10-14

Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation

Carlos Plou, Ana C. Murillo, Ruben Martinez-Cantin

2026-10-14

Reinforcement Learning via Advantage Guidance

Zhiyuan Zhou, Sergey Levine

2026-10-14

Learning Perception to Action Rules through Reinforcement Learning for Theory-of-Mind Reasoning

Soyoung Oh, Nursulu Sagimbayeva, Nicholas Jennings, Paulina Hussein, Mehwish Alam, Vera Demberg

2026-10-14

More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning

Linhao Zhong, Bozhen Fang, Xuehao Wang, Duochao Shi, Zekai Luo, Guangming Yao, Yi Yuan, Hao Chen, Jingdong Chen, Chunhua Shen

2026-10-14

Context Value Informed In-Context Reinforcement Learning

Wenhao Zhang, Shao Zhang, Xihuai Wang, Yang Li, Ying Wen

2026-10-14

Do LLMs Learn from Rewards in Context? : Rethinking the role of reward in In-Context RL

Minchan Kwon, Seunghee Koh, Sunghyun Baek, Minsung Bae, Junmo Kim

2026-10-14

Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight

Haoxiang Zhang, Qinglin Chen, Hiroaki Hayashi, Zhuofeng Li, Siming Zhang, Jiaxin Zhang, Jixuan Chen, Fang Wu, Pan Lu, Silvio Savarese, Julian McAuley, Chien-Sheng Wu

2026-10-14

C3: Rethinking Process Supervision via Confidence-Guided Credit Correction in Multi-Turn Reinforcement Learning

Ai Jian, Haoran Pan, Eryu Guo, Haojin Yang, Jinghan He, Xiaoyun Zhang, Jiangbo Pei, Peiyu Liu

2026-10-14

Function-Space Temporal Self-Distillation for Policy Optimization

Aryan Das, Arnab Bhattacharya, Vinay Kumar Verma

2026-10-14

DEFlow: Deep Equilibrium Flow Maximum-Entropy Reinforcement Learning

Ruslan Ageev, Huaze Tang, Runqing Miao, Jiarong Li, Wenbo Ding

2026-10-14

LoopRPT: Reinforcement Pre-Training for Looped Language Models

Guo Tang, Shixin Jiang, Heng Chang, Zihan Zhang, Nuo Chen, Yuhan Li, Huiming Fan, Jia Li, Ming Liu, Bing Qin

2026-10-14

The Invisible Leash: Why RLVR May or May Not Escape Its Origin

Fang Wu, Weihao Xuan, Danny Xing, Ximing Lu, Mingjie Liu, Yi Dong, Zaid Harchaoui, Yejin Choi

2026-10-14

Model What Matters: Decision-Guided Selective World Modeling for Language Agents

Maolin Ran, Minda Chen, Di Huang, Wei Xiong, Fei Huang, Weiwen Liu

2026-10-14

Instruction-Conditioned Motion Control for Robotic Arms: Language-to-Code Decomposition and Reinforcement Learning

Fan Huang, Dezhong Tong, Changyu Chen, Haewoon Kwak, Jisun An

2026-10-14

RELAY: Selective Self-Distillation with Adaptive Hand-off for Rubric-Based Reinforcement Learning

Kunwang Zheng, Xinyu Sun, Yu Cao, Shuocheng Li, Lei Cheng, Ying Liu, Qilong Zhang, Jinlong Chen, Hua Yang, Qianglong Chen

2026-10-14

Draft-Thinking: Learning Efficient Reasoning in Long Chain-of-Thought LLMs

Jie Cao, Tianwei Lin, Juekai Lin, Zhenxuan Fan, Yunqi Cao, Bo Yuan, Ziyuan Zhao, Rolan Yan, Wenqiao Zhang, Siliang Tang

2026-10-14

Reinforcement Learning via Fixed-point Flow Matching

Denis Blessing, Onur Celik, Gerhard Neumann

2026-10-14

Test-Time Forecasting: Recurrent Depth Enables In-Context Dynamics Prediction

Jeffrey B. Lai, John Quinn, Anthony Bao, William Gilpin

2026-10-14

SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles

Yuyao Ge, Yiwei Wang, Yuchen He, Baolong Bi, Lingrui Mei, Jiayu Yao, Lizhe Chen, Shenghua Liu

2026-10-14

QuantEval: A Benchmark for Financial Quantitative Tasks in Large Language Models

Zhaolu Kang, Junhao Gong, Wenqing Hu, Yingjie He, Kehan Jiang, Leqi Zheng, Shuo Yin, Zhicheng Fang, Chunlei Meng, Eric Hanchen Jiang, Yunfei Feng, Yitong Leng, Junfan Zhu, Xiaoyou Chen, Xi Yang, Richeng Xuan

2026-10-14

Retrieve What Helps, Only When It Helps: Agentic Reinforcement Learning for Selective Retrieval-Augmented Machine Translation

Shijun Li, Yang Liu, Najmeh Sadoughi, Dongmei Wang, Xinjie Li, Zhu Liu, Rohith Mysore Vijaya Kumar, Yuzong Liu

2026-10-14

Diagnosing and Correcting Reward Hacking in Verifiable Instruction Following

Sangyeon Yoon, Wooseok Seo, Hamish Ivison, Hyesoo Hong, Donghoon Kim, Wonjun Kang, Albert No, Jaehyung Kim

2026-10-14

C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning

Yuwei Miao, Gen Li, Yunsheng Zeng, Xiandong Li, Yujin Wang, Siyu Chen, Luning Wang, Yunhao Qiao, Junfeng Wang, Jianwei Lv, Bo Yuan

2026-10-14

VLRLA: Deployment-Time Adaptation of Vision-Language-Action Models through In-Context Reinforcement Learning

Diyuan Shi, Yiqi Tang, Hongyin Zhang, You Wu, Donglin Wang

2026-10-14

From Given to Gathered Evidence: Agentic Learning for Longitudinal Medical Reasoning

Minye Shao, Chaohui Yu, Yixuan Wu, Fan Wang, Ling Shao, Yang Long, Jing Wang, Hangjie Yuan, Shang Liu

2026-10-14

Blackbox Performance Analysis of LLM-based Network Control

Mahdi Alizadeh, Pooria Namyar, Arvin Ghavidel, Ramesh Govindan

2026-10-20

language

GenState-AI: State-Aware Dataset for Text-to-Video Retrieval on AI-Generated Videos

Minghan Li, Tongna Chen, Tianrui Lv, Yishuai Zhang, Suchao An, Guodong Zhou

2026-10-14

Less is More: Efficient Black-box Attribution via Minimal Interpretable Subset Selection

Ruoyu Chen, Siyuan Liang, Jingzhi Li, Shiming Liu, Li Liu, Hua Zhang, Xiaochun Cao

2026-10-15

Documenting Trofinetide Treatment Phenotypes in Rett Syndrome with a Dual-LLM Consensus Pipeline

Daniel Palacios, Guantong Qi, Mikael Guzman Karlsson, Shawntel K. David, Mohammed Sameeruddin, Bernhard Suter, Zhandong Liu, Davut Pehlivan, Hu Chen

2026-10-15

Atom as an Agent: Emergent Order by Collective Predictive Coding

Koji Hashimoto, Tadahiro Taniguchi

2026-10-27

EPIC-Bench: A Perception-Centric Benchmark for Fine-Grained Embodied Visual Grounding in Vision-Language Models

Haozhe Shan, Xiancong Ren, Han Dong, Yingji Zhang, Haoyuan Shi, Jiayu Hu, Qinfan Zhang, Yi Zhang, Yong Dai, Bin Shen, Lizhen Qu, Zenglin Xu, Xiaozhu Ju

2026-10-15

Continuous Ontology Assurance through External Resources -- An Ontology Engineering Method with a Case Study in Software Language Engineering

Ralf Lämmel

2026-10-16

Position: Hippocampal Explicit Memory Is the Cornerstone for AGI

Sangjun Park

2026-10-14

Autonomous intelligence for mining productivity: a multi-agent AI approach to operational value creation

N Guerin, A Dehoux, M Nakhla

2026-10-19

Multilingual Reasoning Cascades Need More Context

Arnav Mazumder, Dengjia Zhang, Shuyue Stella Li, Yulia Tsvetkov, Niyati Bafna

2026-10-19

Controlling the Diversity-Quality Trade-Off of LLMs by Merging Models Before and After Alignment

Yasuaki Sumita, Tomoharu Iwata, Toshiyuki Tanaka

2026-10-16

RoboHarness: A Simple Harness Outperforms VLA and World Action Models

Bince Qu, Wei Chen, Bo Zhang

2026-10-16

Euler: Towards Human-Centered Multi-Agent Mathematical Discovery

Qiuyu Chen, Qi Wang, Liang Xu, Xin Jin, Baao Xie, Wenjun Zeng

2026-10-14

Synergistic Vision-Language Reinforcement Enables Scalable On-Demand Analysis across Diverse Clinical Tasks

Haonan Wang, Jiaji Mao, Lehan Wang, Qixiang Zhang, Marawan Elbatel, Yi Qin, Huijun Hu, Baoxun Li, Wenhui Deng, Weifeng Qin, Hongrui Li, Jialin Liang, Jun Shen, Xiaomeng Li

2026-10-14

Text-Informed Training Data Filtering for Enhanced Virtual Flow Meter Performance

Kristoffer Hjelmen Nesland, Bjarne Grimstad, Antorweep Chakravorty, Dan Sui

2026-10-14

4DVLT: Dynamic Scene Understanding with Worldline-Centered Vision-Language Tracking

Boxue Yang, Chaoyue Li, Shengyao Zhou, Rui Qian, Haoyang Wu, Shaoqiu Zhang, Linfeng Zhang

2026-10-14

Mobius Injection: From One-Shot Prompt Injection to Sustained Resource Exhaustion in AI Agent Infrastructure

Zi Liang, Ronghua Li, Yanyun Wang, Qingqing Ye, Haibo Hu

2026-10-19

Energy Consumption Analysis of Discrete Diffusion and Autoregressive Language Models

Boris Ruf, Marcin Detyniecki

2026-10-14

OpenTWBench (Open Taiwan Benchmark): Taiwan-Domain Knowledge Evaluation for Large Language Models, and How the Measurement Apparatus Shapes the Score

Liang-Hsun Huang, Min-Yi Chen, Chao-Chun Chuang, Yu-Wei Liu, Che-Yu Wu, Po-Feng Lee

2026-10-14

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Hao Li, MeiJia Chen, Weijie Ren, Donghan Li, Zijun Tian, Jingchun Huang, Naibo Wang

2026-10-14

LAGO: Language Agents with Reusable Growing Options

Yuran Wu, Mengkang Hu, Qionglin Qiu, Fanqing Meng, Qiguang Chen, Yuhang Zhou, Qiudan Zhang, Xu Wang

2026-10-14

Rent-Seeking Language Models: Reward Models Set the Prices, Frequent Audits Curb the Rent

Zixiao Wang, Xingbo Du, Duzhen Zhang, Le Song

2026-10-14

SecureClaw: Clawing Back Control of LLM Agents

Yuhan Ma, Stefan Schmid

2026-10-14

Learning, Fast and Slow: Towards LLMs That Adapt Continually

Rishabh Tiwari, Kusha Sareen, Lakshya A Agrawal, Joseph E. Gonzalez, Matei Zaharia, Kurt Keutzer, Inderjit S Dhillon, Rishabh Agarwal, Devvrit Khatri

2026-10-14

DarKnight: Retrieval-Guided Agentic Framework for Breaking Dark Web CAPTCHA Gates

Binghui Wu, Yeo Zi Yi, Darren Tan, Manit Baser, Levente Csikor, Dinil Mon Divakaran

2026-10-14

What Matters for World Modeling in Vision-Language-Action Models?

Qisen Ma, Yixiang Chen, Yuan Xu, Peiyan Li, Jiabing Yang, Kai Wang, Jianhua Yang, Jianlou Si, Jun Huang, Jing Liu, Nianfeng Liu, Yan Huang, Liang Wang

2026-10-14

PhyMetric: Diagnosing Physical Plausibility in Text-to-Video Generation via Scene-Level QA

Siwei Meng, Xuerou Cai, Rui Hu, Ping Liu

2026-10-14

Ideological Bias in LLMs' Economic Causal Reasoning

Donggyu Lee, Hyeok Yun, Jungwon Kim, Junsik Min, Sungwon Park, Sangyoon Park, Jihee Kim

2026-10-14

ActionOPD: Distilling Decisions, Not Tokens

Huining Yuan, Xiangmin Yi, Zelai Xu, Zixu Wang, Xinlei Chen, Xiao-Ping Zhang, Yu Wang, Chao Yu

2026-10-14

Model vs. User: Whose Values Prevail? Inference-Time Value Alignment in Multi-Turn Conversations

Enrico Liscio, Anne Arzberger, Aditya Shankar, Pradeep K. Murukannaiah