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Papers

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50 / 644,079 papers shown

Make Anything Match Your Target: Universal Adversarial Perturbations against Closed-Source MLLMs via Multi-Crop Routed Meta Optimization

Make Anything Match Your Target: Universal Adversarial Perturbations against Closed-Source MLLMs via Multi-Crop Routed Meta Optimization

Hui Lu

Yi Yu

Yiming Yang

Chenyu Yi

Xueyi Ke

Qixing Zhang

Bingquan Shen

Alex Kot

Xudong Jiang

1

0

0

30 Jan 2026

DAVIS: OOD Detection via Dominant Activations and Variance for Increased Separation

DAVIS: OOD Detection via Dominant Activations and Variance for Increased Separation

Abid Hassan

Tuan Ngo

Saad Shafiq

Nenad Medvidovic

11

0

0

30 Jan 2026

EvoClinician: A Self-Evolving Agent for Multi-Turn Medical Diagnosis via Test-Time Evolutionary Learning

EvoClinician: A Self-Evolving Agent for Multi-Turn Medical Diagnosis via Test-Time Evolutionary Learning

Yufei He

Juncheng Liu

Zhiyuan Hu

Yulin Chen

Yue Liu

...

Nuo Chen

Jun Hu

Bryan Hooi

Xinxing Xu

Jiang Bian

0

0

0

30 Jan 2026

Test-Time Mixture of World Models for Embodied Agents in Dynamic Environments

Test-Time Mixture of World Models for Embodied Agents in Dynamic Environments

Jinwoo Jang

Minjong Yoo

Sihyung Yoon

Honguk Woo

13

0

0

30 Jan 2026

Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective

Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective

Mengfan Liu

Da Zheng

Junwei Su

Chuan Wu

11

0

0

30 Jan 2026

Probing the Trajectories of Reasoning Traces in Large Language Models

Probing the Trajectories of Reasoning Traces in Large Language Models

Marthe Ballon

Brecht Verbeken

Vincent Ginis

Andres Algaba

0

0

0

30 Jan 2026

RAudit: A Blind Auditing Protocol for Large Language Model Reasoning

RAudit: A Blind Auditing Protocol for Large Language Model Reasoning

Edward Y. Chang

Longling Geng

0

0

0

30 Jan 2026

Chain-of-thought obfuscation learned from output supervision can generalise to unseen tasks

Chain-of-thought obfuscation learned from output supervision can generalise to unseen tasks

Nathaniel Mitrani Hadida

Sassan Bhanji

Cameron Tice

Puria Radmard

0

0

0

30 Jan 2026

Guided by Trajectories: Repairing and Rewarding Tool-Use Trajectories for Tool-Integrated Reasoning

Guided by Trajectories: Repairing and Rewarding Tool-Use Trajectories for Tool-Integrated Reasoning

Siyu Gong

Linan Yue

Weibo Gao

Fangzhou Yao

Shimin Di

Lei Feng

Min-Ling Zhang

0

0

0

30 Jan 2026

MTDrive: Multi-turn Interactive Reinforcement Learning for Autonomous Driving

MTDrive: Multi-turn Interactive Reinforcement Learning for Autonomous Driving

Xidong Li

Mingyu Guo

Chenchao Xu

Bailin Li

Wenjing Zhu

Yangang Zou

Rui Chen

Zehuan Wang

0

0

0

30 Jan 2026

Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry

Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry

Zhuochun Li

Yong Zhang

Ming Li

Yuelyu Ji

Yiming Zeng

...

Yun Zhu

Yanmeng Wang

Shaojun Wang

Jing Xiao

Daqing He

0

0

0

30 Jan 2026

EntroCut: Entropy-Guided Adaptive Truncation for Efficient Chain-of-Thought Reasoning in Small-scale Large Reasoning Models

EntroCut: Entropy-Guided Adaptive Truncation for Efficient Chain-of-Thought Reasoning in Small-scale Large Reasoning Models

Hongxi Yan

Qingjie Liu

Yunhong Wang

0

0

0

30 Jan 2026

HeaPA: Difficulty-Aware Heap Sampling and On-Policy Query Augmentation for LLM Reinforcement Learning

HeaPA: Difficulty-Aware Heap Sampling and On-Policy Query Augmentation for LLM Reinforcement Learning

Weiqi Wang

Xin Liu

Binxuan Huang

Hejie Cui

Rongzhi Zhang

...

Yifan Gao

Priyanka Nigam

Bing Yin

Lihong Li

Yangqiu Song

0

0

0

30 Jan 2026

Deep Search with Hierarchical Meta-Cognitive Monitoring Inspired by Cognitive Neuroscience

Deep Search with Hierarchical Meta-Cognitive Monitoring Inspired by Cognitive Neuroscience

Zhongxiang Sun

Qipeng Wang

Weijie Yu

Jingxuan Yang

Haolang Lu

Jun Xu

0

0

0

30 Jan 2026

Denoising the Deep Sky: Physics-Based CCD Noise Formation for Astronomical Imaging

Denoising the Deep Sky: Physics-Based CCD Noise Formation for Astronomical Imaging

Shuhong Liu

Xining Ge

Ziying Gu

Lin Gu

Ziteng Cui

Xuangeng Chu

Jun Liu

Dong Li

Tatsuya Harada

1

0

0

30 Jan 2026

FourierSampler: Unlocking Non-Autoregressive Potential in Diffusion Language Models via Frequency-Guided Generation

FourierSampler: Unlocking Non-Autoregressive Potential in Diffusion Language Models via Frequency-Guided Generation

Siyang He

Qiqi Wang

Xiaoran Liu

Hongnan Ma

Yiwei Shi

...

Ying Zhu

Tianyi Liang

Zengfeng Huang

Ziwei He

Xipeng Qiu

1

0

0

30 Jan 2026

Learn More with Less: Uncertainty Consistency Guided Query Selection for RLVR

Learn More with Less: Uncertainty Consistency Guided Query Selection for RLVR

Hao Yi

Yulan Hu

Xin Li

Sheng Ouyang

Lizhong Ding

Yong Liu

0

0

0

30 Jan 2026

Decoding in Geometry: Alleviating Embedding-Space Crowding for Complex Reasoning

Decoding in Geometry: Alleviating Embedding-Space Crowding for Complex Reasoning

Yixin Yang

Qingxiu Dong

Zhifang Sui

0

0

0

30 Jan 2026

Anytime Safe PAC Efficient Reasoning

Anytime Safe PAC Efficient Reasoning

Chengyao Yu

Hao Zeng

Youxin Zhu

Jianguo Huang

Huajun Zeng

Bingyi Jing

1

0

0

30 Jan 2026

Neural Clothing Tryer: Customized Virtual Try-On via Semantic Enhancement and Controlling Diffusion Model

Neural Clothing Tryer: Customized Virtual Try-On via Semantic Enhancement and Controlling Diffusion Model

Zhijing Yang

Weiwei Zhang

Mingliang Yang

Siyuan Peng

Yukai Shi

Junpeng Tan

Tianshui Chen

Liruo Zhong

0

0

0

30 Jan 2026

MIRRORTALK: Forging Personalized Avatars Via Disentangled Style and Hierarchical Motion Control

MIRRORTALK: Forging Personalized Avatars Via Disentangled Style and Hierarchical Motion Control

Renjie Lu

Xulong Zhang

Xiaoyang Qu

Jianzong Wang

Shangfei Wang

0

0

0

30 Jan 2026

ScribbleSense: Generative Scribble-Based Texture Editing with Intent Prediction

ScribbleSense: Generative Scribble-Based Texture Editing with Intent Prediction

Yudi Zhang

Yeming Geng

Lei Zhang

0

0

0

30 Jan 2026

Sequence Diffusion Model for Temporal Link Prediction in Continuous-Time Dynamic Graph

Sequence Diffusion Model for Temporal Link Prediction in Continuous-Time Dynamic Graph

Nguyen Minh Duc

Viet Cuong Ta

0

0

0

30 Jan 2026

Weak Diffusion Priors Can Still Achieve Strong Inverse-Problem Performance

Weak Diffusion Priors Can Still Achieve Strong Inverse-Problem Performance

Jing Jia

Wei Yuan

Sifan Liu

Liyue Shen

Guanyang Wang

0

0

0

30 Jan 2026

Beauty and the Beast: Imperceptible Perturbations Against Diffusion-Based Face Swapping via Directional Attribute Editing

Beauty and the Beast: Imperceptible Perturbations Against Diffusion-Based Face Swapping via Directional Attribute Editing

Yilong Huang

Songze Li

0

0

0

30 Jan 2026

Safer Policy Compliance with Dynamic Epistemic Fallback

Safer Policy Compliance with Dynamic Epistemic Fallback

Joseph Marvin Imperial

Harish Tayyar Madabushi

0

0

0

30 Jan 2026

Now You Hear Me: Audio Narrative Attacks Against Large Audio-Language Models

Now You Hear Me: Audio Narrative Attacks Against Large Audio-Language Models

Ye Yu

Haibo Jin

Yaoning Yu

Jun Zhuang

Haohan Wang

0

0

0

30 Jan 2026

ShotFinder: Imagination-Driven Open-Domain Video Shot Retrieval via Web Search

ShotFinder: Imagination-Driven Open-Domain Video Shot Retrieval via Web Search

Tao Yu

Haopeng Jin

Hao Wang

Shenghua Chai

Yujia Yang

...

Cheng Zhong

Xiao Ma

Zhang Zhang

Yan Huang

Liang Wang

11

0

0

30 Jan 2026

AEGIS: White-Box Attack Path Generation using LLMs and Training Effectiveness Evaluation for Large-Scale Cyber Defence Exercises

AEGIS: White-Box Attack Path Generation using LLMs and Training Effectiveness Evaluation for Large-Scale Cyber Defence Exercises

Ivan K. Tung

Yu Xiang Shi

Alex Chien

Wenkai Liu

Lawrence Zheng

0

0

0

30 Jan 2026

Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling

Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling

Mingqian Feng

Xiaodong Liu

Weiwei Yang

Chenliang Xu

Christopher White

Jianfeng Gao

0

0

0

30 Jan 2026

FedDis: A Causal Disentanglement Framework for Federated Traffic Prediction

FedDis: A Causal Disentanglement Framework for Federated Traffic Prediction

Chengyang Zhou

Zijian Zhang

Chunxu Zhang

Hao Miao

Yulin Zhang

Kedi Lyu

Juncheng Hu

11

0

0

30 Jan 2026

Offline Reinforcement Learning of High-Quality Behaviors Under Robust Style Alignment

Offline Reinforcement Learning of High-Quality Behaviors Under Robust Style Alignment

Mathieu Petitbois

Rémy Portelas

Sylvain Lamprier

0

0

0

30 Jan 2026

Action-Sufficient Goal Representations

Action-Sufficient Goal Representations

Jinu Hyeon

Woobin Park

Hongjoon Ahn

Taesup Moon

0

0

0

30 Jan 2026

Enhancing TableQA through Verifiable Reasoning Trace Reward

Enhancing TableQA through Verifiable Reasoning Trace Reward

Tung Sum Thomas Kwok

Xinyu Wang

Hengzhi He

Xiaofeng Lin

Peng Lu

Liheng Ma

Chunhe Wang

Ying Nian Wu

Lei Ding

Guang Cheng

14

0

0

30 Jan 2026

Solving Inverse Problems with Flow-based Models via Model Predictive Control

Solving Inverse Problems with Flow-based Models via Model Predictive Control

George Webber

Alexander Denker

Riccardo Barbano

Andrew J Reader

1

0

0

30 Jan 2026

Reinforcement Learning-Based Co-Design and Operation of Chiller and Thermal Energy Storage for Cost-Optimal HVAC Systems

Reinforcement Learning-Based Co-Design and Operation of Chiller and Thermal Energy Storage for Cost-Optimal HVAC Systems

Tanay Raghunandan Srinivasa

Vivek Deulkar

Aviruch Bhatia

Vishal Garg

1

0

0

30 Jan 2026

GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning

GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning

Naoki Murata

Yuhta Takida

Chieh-Hsin Lai

Toshimitsu Uesaka

Bac Nguyen

Stefano Ermon

Yuki Mitsufuji

13

0

0

30 Jan 2026

FOCUS: DLLMs Know How to Tame Their Compute Bound

FOCUS: DLLMs Know How to Tame Their Compute Bound

Kaihua Liang

Xin Tan

An Zhong

Hong Xu

Marco Canini

1

0

0

30 Jan 2026

Segment Any Events with Language

Segment Any Events with Language

Seungjun Lee

Gim Hee Lee

1

0

0

30 Jan 2026

Triage: Hierarchical Visual Budgeting for Efficient Video Reasoning in Vision-Language Models

Triage: Hierarchical Visual Budgeting for Efficient Video Reasoning in Vision-Language Models

Anmin Wang

Nan Zhang

Wei Tao

Xiaoyang Qu

Guokuan Li

Jiguang Wan

Jianzong Wang

1

0

0

30 Jan 2026

Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA

Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA

Zhan Fa

Yue Duan

Jian Zhang

Lei Qi

Wanqi Yang

Yinghuan Shi

14

0

0

30 Jan 2026

MonoScale: Scaling Multi-Agent System with Monotonic Improvement

MonoScale: Scaling Multi-Agent System with Monotonic Improvement

Shuai Shao

Yixiang Liu

Bingwei Lu

Weinan Zhang

0

0

0

30 Jan 2026

Large Language Model Agents Are Not Always Faithful Self-Evolvers

Large Language Model Agents Are Not Always Faithful Self-Evolvers

Weixiang Zhao

Yingshuo Wang

Yichen Zhang

Yang Deng

Yanyan Zhao

Wanxiang Che

Bing Qin

Ting Liu

1

0

0

30 Jan 2026

AR-BENCH: Benchmarking Legal Reasoning with Judgment Error Detection, Classification and Correction

AR-BENCH: Benchmarking Legal Reasoning with Judgment Error Detection, Classification and Correction

Yifei Li

Richong Zhang

Wanyu Tu

Zhijie Nie

Haokun Luo

Chuantao Yin

Pengchong Li

10

0

0

30 Jan 2026

Are LLM Evaluators Really Narcissists? Sanity Checking Self-Preference Evaluations

Are LLM Evaluators Really Narcissists? Sanity Checking Self-Preference Evaluations

Dani Roytburg

Matthew Bozoukov

Matthew Nguyen

Mackenzie Puig-Hall

Narmeen Oozeer

0

0

0

30 Jan 2026

Synthetic Time Series Generation via Complex Networks

Synthetic Time Series Generation via Complex Networks

Jaime Vale

Vanessa Freitas Silva

Maria Eduarda Silva

Fernando Silva

0

0

0

30 Jan 2026

SpanNorm: Reconciling Training Stability and Performance in Deep Transformers

SpanNorm: Reconciling Training Stability and Performance in Deep Transformers

Chao Wang

Bei Li

Jiaqi Zhang

Xinyu Liu

Yuchun Fan

...

Xin Chen

Jingang Wang

Tong Xiao

Peng Pei

Xunliang Cai

11

0

0

30 Jan 2026

Decomposing Epistemic Uncertainty for Causal Decision Making

Decomposing Epistemic Uncertainty for Causal Decision Making

Md Musfiqur Rahman

Ziwei Jiang

Hilaf Hasson

Murat Kocaoglu

0

0

0

30 Jan 2026

Beyond Fixed Rounds: Data-Free Early Stopping for Practical Federated Learning

Beyond Fixed Rounds: Data-Free Early Stopping for Practical Federated Learning

Youngjoon Lee

Hyukjoon Lee

Seungrok Jung

Andy Luo

Jinu Gong

Yang Cao

Joonhyuk Kang

0

0

0

30 Jan 2026

Eroding the Truth-Default: A Causal Analysis of Human Susceptibility to Foundation Model Hallucinations and Disinformation in the Wild

Eroding the Truth-Default: A Causal Analysis of Human Susceptibility to Foundation Model Hallucinations and Disinformation in the Wild

Alexander Loth

Martin Kappes

Marc-Oliver Pahl

9

0

0

30 Jan 2026

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