Artificial Intelligence

Papers filed under cs.AI on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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12,901 to 12,960 of 15,437

SemaClaw: A Step Towards General-Purpose Personal AI Agents through Harness Engineering
Ningyan Zhu, Huacan Wang, Jie Zhou +8
cs.AIarXiv:2604.11548v12026
Anthropogenic Regional Adaptation in Multimodal Vision-Language Model
Samuel Cahyawijaya, Peerat Limkonchotiwat, Tack Hwa Wong +45
cs.AIcs.CLcs.CVarXiv:2604.11490v22026
SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
Tianyi Wang, Yixia Li, Long Li +6
cs.AIarXiv:2604.08865v12026
Zero-shot World Models Are Developmentally Efficient Learners
Khai Loong Aw, Klemen Kotar, Wanhee Lee +6
cs.AIcs.CVarXiv:2604.10333v12026
SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?
Udari Madhushani Sehwag, Elaine Lau, Haniyeh Ehsani Oskouie +14
cs.AIarXiv:2604.10718v12026
IceCache: Memory-efficient KV-cache Management for Long-Sequence LLMs
Yuzhen Mao, Qitong Wang, Martin Ester +1
cs.LGcs.AIarXiv:2604.10539v12026
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs
Yu Li, Xiaoran Shang, Qizhi Pei +11
cs.AIarXiv:2604.10480v12026
The Blind Spot of Agent Safety: How Benign User Instructions Expose Critical Vulnerabilities in Computer-Use Agents
Xuwei Ding, Skylar Zhai, Linxin Song +6
cs.CRcs.AIarXiv:2604.10577v22026
Rethinking the Diffusion Model from a Langevin Perspective
Candi Zheng, Yuan Lan
cs.LGcs.AIcs.CVarXiv:2604.10465v12026
Low-rank Optimization Trajectories Modeling for LLM RLVR Acceleration
Zhipeng Chen, Tao Qian, Wayne Xin Zhao +1
cs.LGcs.AIcs.CLarXiv:2604.11446v12026
Time is Not a Label: Continuous Phase Rotation for Temporal Knowledge Graphs and Agentic Memory
Weixian Waylon Li, Jiaxin Zhang, Xianan Jim Yang +2
cs.CLcs.AIarXiv:2604.11544v12026
SWE-AGILE: A Software Agent Framework for Efficiently Managing Dynamic Reasoning Context
Shuquan Lian, Juncheng Liu, Yazhe Chen +2
cs.AIcs.CLarXiv:2604.11716v12026
Mobile GUI Agent Privacy Personalization with Trajectory Induced Preference Optimization
Zhixin Lin, Jungang Li, Dongliang Xu +5
cs.AIcs.CRarXiv:2604.11259v12026
General365: Benchmarking General Reasoning in Large Language Models Across Diverse and Challenging Tasks
Junlin Liu, Shengnan An, Shuang Zhou +10
cs.CLcs.AIarXiv:2604.11778v12026
Introspective Diffusion Language Models
Yifan Yu, Yuqing Jian, Junxiong Wang +12
cs.AIarXiv:2604.11035v12026
CocoaBench: Evaluating Unified Digital Agents in the Wild
CocoaBench Team, Shibo Hao, Zhining Zhang +29
cs.CLcs.AIarXiv:2604.11201v22026
Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models
Songlin Yang, Xianghao Kong, Anyi Rao
cs.CVcs.AIarXiv:2604.10949v12026
CodeTracer: Towards Traceable Agent States
Han Li, Yifan Yao, Letian Zhu +13
cs.SEcs.AIarXiv:2604.11641v32026
The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping
Yang Liu, Enxi Wang, Yufei Gao +6
cs.LGcs.AIcs.CLarXiv:2604.11297v12026
You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass
Yinuo Yang, Zixian Ma, Manasi Ganti +2
cs.CVcs.AIarXiv:2604.10966v22026
LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety
Junxiao Yang, Haoran Liu, Jinzhe Tu +9
cs.LGcs.AIcs.CLarXiv:2604.12710v22026
ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents
Fei Tang, Zhiqiong Lu, Boxuan Zhang +4
cs.LGcs.AIcs.CLarXiv:2604.11784v12026
Grid2Matrix: Revealing Digital Agnosia in Vision-Language Models
Yunkai Zhang, Linda Li, Yingxin Cui +5
cs.CVcs.AIarXiv:2604.09687v22026
Motif-Video 2B: Technical Report
Junghwan Lim, Wai Ting Cheung, Minsu Ha +25
cs.CVcs.AIarXiv:2604.16503v22026
Feed-Forward 3D Scene Modeling: A Problem-Driven Perspective
Weijie Wang, Qihang Cao, Sensen Gao +10
cs.CVcs.AIcs.GRarXiv:2604.14025v12026
Mobile GUI Agents under Real-world Threats: Are We There Yet?
Guohong Liu, Jialei Ye, Jiacheng Liu +5
cs.CRcs.AIarXiv:2507.04227v22025
ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack
Yein Park, Jungwoo Park, Jaewoo Kang
cs.AIarXiv:2509.25843v22025
Towards Autonomous Mechanistic Reasoning in Virtual Cells
Yunhui Jang, Lu Zhu, Jake Fawkes +3
cs.LGcs.AIarXiv:2604.11661v32026
RoboLab: A High-Fidelity Simulation Benchmark for Analysis of Task Generalist Policies
Jenai Xuning Yang, Rishit Dagli, Alex Zook +5
cs.ROcs.AIarXiv:2604.09860v42026
TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration
Zerun Ma, Guoqiang Wang, Xinchen Xie +7
cs.AIcs.CLarXiv:2604.14116v22026
MERRIN: A Benchmark for Multimodal Evidence Retrieval and Reasoning in Noisy Web Environments
Han Wang, David Wan, Hyunji Lee +6
cs.CLcs.AIcs.CVarXiv:2604.13418v12026
Domain-Specific Latent Representations Improve the Fidelity of Diffusion-Based Medical Image Super-Resolution
Sebastian Cajas, Ashaba Judith, Rahul Gorijavolu +8
cs.CVcs.AIarXiv:2604.12152v12026
Towards Long-horizon Agentic Multimodal Search
Yifan Du, Zikang Liu, Jinbiao Peng +5
cs.CVcs.AIarXiv:2604.12890v22026
Exploration and Exploitation Errors Are Measurable for Language Model Agents
Jaden Park, Jungtaek Kim, Jongwon Jeong +3
cs.AIarXiv:2604.13151v12026
Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems
Jiacheng Liu, Xiaohan Zhao, Xinyi Shang +1
cs.SEcs.AIcs.CLarXiv:2604.14228v22026
InfiniteScienceGym: An Unbounded, Procedurally-Generated Benchmark for Scientific Analysis
Oliver Bentham, Vivek Srikumar
cs.CLcs.AIarXiv:2604.13201v22026
Forge-UGC: FX optimization and register-graph engine for universal graph compiler
Satyam Kumar, Saurabh Jha
cs.ARcs.AIcs.DCarXiv:2604.16498v12026
UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding
Fei Tang, Bofan Chen, Zhengxi Lu +8
cs.CVcs.AIcs.CLarXiv:2604.14113v12026
Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents
Kangsan Kim, Minki Kang, Taeil Kim +3
cs.AIcs.CLarXiv:2604.14004v12026
TIP: Token Importance in On-Policy Distillation
Yuanda Xu, Hejian Sang, Zhengze Zhou +3
cs.LGcs.AIarXiv:2604.14084v42026
From $P(y|x)$ to $P(y)$: Investigating Reinforcement Learning in Pre-train Space
Yuqiao Tan, Minzheng Wang, Bo Liu +5
cs.LGcs.AIcs.CLarXiv:2604.14142v12026
Three-Phase Transformer
Mohammad R. Abu Ayyash
cs.CLcs.AIcs.LGarXiv:2604.14430v12026
(1D) Ordered Tokens Enable Efficient Test-Time Search
Zhitong Gao, Parham Rezaei, Ali Cy +7
cs.CVcs.AIcs.LGarXiv:2604.15453v12026
RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography
Mélanie Roschewitz, Kenneth Styppa, Yitian Tao +10
cs.AIarXiv:2604.15231v22026
HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System
Tianshuo Yang, Guanyu Chen, Yutian Chen +8
cs.CVcs.AIcs.ROarXiv:2604.14125v22026
WavAlign: Enhancing Intelligence and Expressiveness in Spoken Dialogue Models via Adaptive Hybrid Post-Training
Yifu Chen, Shengpeng Ji, Qian Chen +9
cs.AIarXiv:2604.14932v12026
MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
Yan Li, Zezi Zeng, Yifan Yang +12
cs.CVcs.AIcs.CLarXiv:2604.15309v12026
TRACER: Trace-Based Adaptive Cost-Efficient Routing for LLM Classification
Adam Rida
cs.AIarXiv:2604.14531v12026
OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis
Kanzhi Cheng, Zehao Li, Zheng Ma +11
cs.AIcs.CLcs.CVarXiv:2604.15093v12026
Where does output diversity collapse in post-training?
Constantinos Karouzos, Xingwei Tan, Nikolaos Aletras
cs.CLcs.AIcs.LGarXiv:2604.16027v12026
Don't Make Models Guess Security and Safety: Symbolic Guardrails for Domain-Specific AI Agents
Yining Hong, Yining She, Eunsuk Kang +2
cs.SEcs.AIcs.CRarXiv:2604.15579v22026
Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs
Sai Srinivas Kancheti, Aditya Sanjiv Kanade, Vineeth N. Balasubramanian +1
cs.CVcs.AIarXiv:2604.16060v12026
GFT: From Imitation to Reward Fine-Tuning with Unbiased Group Advantages and Dynamic Coefficient Rectification
Wangjie Gan, Miao Pan, Linbo Xi +4
cs.AIcs.LGarXiv:2604.14258v32026
Don't Retrieve, Navigate: Distilling Enterprise Knowledge into Navigable Agent Skills for QA and RAG
Yiqun Sun, Pengfei Wei, Lawrence B. Hsieh
cs.IRcs.AIcs.CLarXiv:2604.14572v32026
DR$^{3}$-Eval: Towards Realistic and Reproducible Deep Research Evaluation
Qianqian Xie, Qingheng Xiong, He Zhu +16
cs.AIarXiv:2604.14683v12026
PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research
Tingjia Miao, Wenkai Jin, Muhua Zhang +19
cs.LGcs.AIphysics.data-anarXiv:2604.15411v12026
Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips
Ido Galil, Moshe Kimhi, Ran El-Yaniv
cs.LGcs.AIcs.CVarXiv:2502.07408v22025
VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects
Xiangbo Gao, Sicong Jiang, Bangya Liu +12
cs.CVcs.AIcs.CLarXiv:2604.16272v22026
GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows
Jize Wang, Xuanxuan Liu, Yining Li +7
cs.CLcs.AIarXiv:2604.15715v12026
Mind DeepResearch Technical Report
MindDR Team, Li Auto Inc
cs.AIarXiv:2604.14518v22026

Artificial Intelligence

SemaClaw: A Step Towards General-Purpose Personal AI Agents through Harness Engineering

Anthropogenic Regional Adaptation in Multimodal Vision-Language Model

SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks

Zero-shot World Models Are Developmentally Efficient Learners

SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?

IceCache: Memory-efficient KV-cache Management for Long-Sequence LLMs

Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs

The Blind Spot of Agent Safety: How Benign User Instructions Expose Critical Vulnerabilities in Computer-Use Agents

Rethinking the Diffusion Model from a Langevin Perspective

Low-rank Optimization Trajectories Modeling for LLM RLVR Acceleration

Time is Not a Label: Continuous Phase Rotation for Temporal Knowledge Graphs and Agentic Memory

SWE-AGILE: A Software Agent Framework for Efficiently Managing Dynamic Reasoning Context

Mobile GUI Agent Privacy Personalization with Trajectory Induced Preference Optimization

General365: Benchmarking General Reasoning in Large Language Models Across Diverse and Challenging Tasks

Introspective Diffusion Language Models

CocoaBench: Evaluating Unified Digital Agents in the Wild

Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models

CodeTracer: Towards Traceable Agent States

The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping

You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass

LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety

ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents

Grid2Matrix: Revealing Digital Agnosia in Vision-Language Models

Motif-Video 2B: Technical Report

Feed-Forward 3D Scene Modeling: A Problem-Driven Perspective

Mobile GUI Agents under Real-world Threats: Are We There Yet?

ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack

Towards Autonomous Mechanistic Reasoning in Virtual Cells

RoboLab: A High-Fidelity Simulation Benchmark for Analysis of Task Generalist Policies

TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration

MERRIN: A Benchmark for Multimodal Evidence Retrieval and Reasoning in Noisy Web Environments

Domain-Specific Latent Representations Improve the Fidelity of Diffusion-Based Medical Image Super-Resolution

Towards Long-horizon Agentic Multimodal Search

Exploration and Exploitation Errors Are Measurable for Language Model Agents

Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems

InfiniteScienceGym: An Unbounded, Procedurally-Generated Benchmark for Scientific Analysis

Forge-UGC: FX optimization and register-graph engine for universal graph compiler

UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding

Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents

TIP: Token Importance in On-Policy Distillation

From $P(y|x)$ to $P(y)$: Investigating Reinforcement Learning in Pre-train Space

Three-Phase Transformer

(1D) Ordered Tokens Enable Efficient Test-Time Search

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography

HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System

WavAlign: Enhancing Intelligence and Expressiveness in Spoken Dialogue Models via Adaptive Hybrid Post-Training

MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation

TRACER: Trace-Based Adaptive Cost-Efficient Routing for LLM Classification

OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis

Where does output diversity collapse in post-training?

Don't Make Models Guess Security and Safety: Symbolic Guardrails for Domain-Specific AI Agents

Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs

GFT: From Imitation to Reward Fine-Tuning with Unbiased Group Advantages and Dynamic Coefficient Rectification

Don't Retrieve, Navigate: Distilling Enterprise Knowledge into Navigable Agent Skills for QA and RAG

DR$^{3}$-Eval: Towards Realistic and Reproducible Deep Research Evaluation

PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research

Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects

GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows

Mind DeepResearch Technical Report