| 14 |
Superhuman Safe and Agile Racing through Multi-Agent Reinforcement Learning |
Ismail Geles, Leonard Bauersfeld et al. |
cs.RO, cs.AI, cs.LG, cs.MA |
| 13 |
LCGuard: Latent Communication Guard for Safe KV Sharing in Multi-Agent Systems |
Sadia Asif, Mohammad Mohammadi Amiri et al. |
cs.AI, cs.ET, cs.LG, cs.MA |
| 13 |
Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety |
Piercosma Bisconti, Matteo Prandi et al. |
cs.CL |
| 13 |
Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents |
Asaf Yehudai, Lilach Eden et al. |
cs.CL, cs.AI |
| 13 |
Self-Evolving Multi-Agent Systems via Decentralized Memory |
Guangya Hao, Yunbo Long et al. |
cs.MA |
| 13 |
Pramana: A Protocol-Layer Treatment of Claim Verification in Autonomous Agent Networks |
Ravi Kiran Kadaboina |
cs.CR, cs.LO, cs.MA |
| 13 |
Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search |
Jialin Lu, Soonho Kong et al. |
|
| 13 |
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning |
Yifan Dai, Zhenhua Wu et al. |
|
| 12 |
Can AI Make Conflicts Worse? An Alignment Failure in LLM Deployment Across Conflict Contexts 🚀 |
Andrii Kryshtal |
cs.AI, cs.HC |
| 12 |
Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators |
Chengcheng Wang, Qinhua Xie et al. |
cs.MA, cs.AI, cs.SE |
| 12 |
ProCrit: Self-Elicited Multi-Perspective Reasoning with Critic-Guided Revision for Multimodal Sarcasm Detection |
Yingjia Xu, Jiulong Wu et al. |
cs.MA, cs.CV |
| 11 |
Cross-domain benchmarks reveal when coordinated AI agents improve scientific inference from partial evidence |
Fiona Y. Wong, Markus J. Buehler |
cs.AI, cs.LG, cs.MA |
| 11 |
When Skills Don't Help: A Negative Result on Procedural Knowledge for Tool-Grounded Agents in Offensive Cybersecurity |
Samuel Jacob Chacko, James Hugglestone et al. |
cs.AI, cs.MA |
| 11 |
One Sentence, One Drama: Personalized Short-Form Drama Generation via Multi-Agent Systems |
Yufei Shi, Weilong Yan et al. |
|
| 10 |
Reflecti-Mate: A Conversational Agent for Adaptive Decision-Making Support Through System 1 and System 2 Thinking |
Morita Tarvirdians, Senthil Chandrasegaran et al. |
cs.HC, cs.CL |
| 10 |
Heartbeat-Bound Hierarchical Credentials: Cryptographic Revocation for AI Agent Swarms |
Saurabh Deochake |
cs.CR, cs.AI, cs.MA |
| 10 |
Time-To-Reach Separation and Safety Filtering for Safe, Fair, and Efficient Multi-Agent Coordination |
Matthew Low, Jasmine Jerry Aloor et al. |
eess.SY, cs.MA, cs.RO |
| 10 |
What Do Agents Communicate? Characterizing Information Exchange in Multi-Agent Systems |
Yong Jin Chun, Iftekhar Ahmed |
cs.MA |
| 10 |
GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation |
Sixiang Chen, Zhaohu Xing et al. |
|
| 10 |
π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows |
Haoran Zhang, Luxin Xu et al. |
|
| 10 |
TerminalWorld: Benchmarking Agents on Real-World Terminal Tasks |
Zhaoyang Chu, Jiarui Hu et al. |
|
| 9 |
SynAE: A Framework for Measuring the Quality of Synthetic Data for Tool-Calling Agent Evaluations |
Shuaiqi Wang, Aadyaa Maddi et al. |
cs.CL, cs.LG, cs.SE |
| 9 |
Multi-agent Collaboration with State Management |
Mengyang Liu, Taozhi Chen et al. |
cs.MA, cs.AI, cs.CL, cs.LG, cs.SE |
| 9 |
Bernini: Latent Semantic Planning for Video Diffusion |
Bernini Team, Chenchen Liu et al. |
|
| 9 |
Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning |
Banghao Chi, Yining Xie et al. |
|
| 8 |
Advancing Mathematics Research with AI-Driven Formal Proof Search |
George Tsoukalas, Anton Kovsharov et al. |
cs.AI |
| 8 |
Towards a General Intelligence and Interface for Wearable Health Data |
Girish Narayanswamy, Maxwell A. Xu et al. |
cs.AI |
| 8 |
Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation |
Jinuk Kim, Junsoo Byun et al. |
|
| 8 |
Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality? |
Caixin Kang, Tianyu Yan et al. |
|
| 7 |
HarnessAPI: A Skill-First Framework for Unified Streaming APIs and MCP Tools |
Edwin Jose |
cs.AI, cs.SE |
| 7 |
LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance |
Yuchun Fan, Bei Li et al. |
cs.CL |
| 7 |
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation |
Hanyu Guo, Jiedong Yang et al. |
|
| 7 |
Sensor2Sensor: Cross-Embodiment Sensor Conversion for Autonomous Driving |
Jiahao Wang, Bo Sun et al. |
|
| 6 |
DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback |
Yunpeng Dong, Jingkai He et al. |
cs.OS, cs.AI |
| 6 |
Beyond Acoustic Emotion Recognition: Multimodal Pathos Analysis in Political Speech Using LLM-Based and Acoustic Emotion Models |
Juergen Dietrich |
cs.AI, cs.CL, cs.HC, cs.SD, eess.AS |
| 6 |
Remember to be Curious: Episodic Context and Persistent Worlds for 3D Exploration |
Lily Goli, Justin Kerr et al. |
cs.LG |
| 6 |
Search-E1: Self-Distillation Drives Self-Evolution in Search-Augmented Reasoning |
Zihan Liang, Yufei Ma et al. |
cs.AI, cs.CL, cs.IR |
| 6 |
Emergence of agriculture in an artificial society of reinforcement learning agents |
Gautier Hamon, Martí Sánchez-Fibla et al. |
cs.MA |
| 6 |
Trace2Skill: Verifier-Guided Skill Evolution for Long-Context EDA Agents |
Zijian Du, Nathaniel Pinckney |
cs.AI, cs.MA |
| 6 |
Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents |
Sikuan Yan, Ahmed Bahloul et al. |
cs.LG, cs.MA |
| 6 |
LLM Agents Make Collective Belief Dynamics Programmable: Challenges and Research Directions |
Xin He, Junxi Shen et al. |
cs.MA, cs.SI |
| 6 |
OmniPro: A Comprehensive Benchmark for Omni-Proactive Streaming Video Understanding |
Ruixiang Zhao, Jie Yang et al. |
|
| 5 |
AMEL: Accumulated Message Effects on LLM Judgments |
Sid-ali Temkit |
cs.AI, cs.CL, cs.LG |
| 5 |
Two is better than one: A Collapse-free Multi-Reward RLIF Training Framework |
Shourov Joarder, Diganta Sikdar et al. |
cs.LG, cs.CL |
| 5 |
One prompt is not enough: Instruction Sensitivity Undermines Embedding Model Evaluation |
Yevhen Kostiuk, Kenneth Enevoldsen |
cs.CL, cs.IR |
| 5 |
SpaceDG: Benchmarking Spatial Intelligence under Visual Degradation |
Xiaolong Zhou, Yifei Liu et al. |
cs.CV, cs.CL |
| 5 |
Planning, Scheduling, and Behavior in EV Charging Systems: A Critical Survey and Trilemma Framework |
Peiyan Xiao, Yuheng Li et al. |
cs.MA, cs.AI |
| 5 |
Decoupling Communication from Policy: Robust MARL under Bandwidth Constraints |
Alexi Canesse, Benoît Goupil et al. |
cs.MA, cs.AI, cs.LG |
| 5 |
Equilibria in Multiplayer Graph Games: An Algorithmic Study |
Léonard Brice |
cs.GT, cs.FL, cs.MA |
| 5 |
WorldKV: Efficient World Memory with World Retrieval and Compression |
Jung Yi, Minjae Kim et al. |
|
| 4 |
The Matching Principle: A Geometric Theory of Loss Functions for Nuisance-Robust Representation Learning |
Vishal Rajput |
cs.LG, cs.AI, stat.ML |
| 4 |
Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention |
Ali Hatamizadeh, Yejin Choi et al. |
cs.AI |
| 4 |
The Distillation Game: Adaptive Attacks & Efficient Defenses |
Youssef Allouah, Mahdi Haghifam et al. |
cs.LG, cs.AI |
| 4 |
Post-Training is About States, Not Tokens: A State Distribution View of SFT, RL, and On-Policy Distillation |
Dong Nie |
cs.LG, cs.AI |
| 4 |
Moral Semantics Survive Machine Translation: Cross-Lingual Evidence from Moral Foundations Corpora |
Maciej Skorski |
cs.CL, cs.AI |
| 4 |
ACCoRD: Actor-Critic Conflict Resolution with Deep learning for O-RAN xApps |
Cezary Adamczyk, Adrian Kliks |
cs.MA, cs.AI |
| 4 |
Forecasting Scientific Progress with Artificial Intelligence |
Sean Wu, Pan Lu et al. |
|
| 4 |
Diversed Model Discovery via Structured Table Discovery |
Zhengyuan Dong, Renée J. Miller |
|
| 3 |
Deep Reinforcement Learning for Flexible Job Shop Scheduling with Random Job Arrivals |
Yu Tang, Muhammad Zakwan et al. |
cs.AI, math.OC |
| 3 |
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators |
Zachary Novack, Stephen Brade et al. |
cs.SD, cs.AI, cs.LG, cs.MM |
| 3 |
AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild |
Baiyu Chen, Zechen Li et al. |
cs.CV, cs.AI, cs.CL, cs.HC |
| 3 |
Clipping Bottleneck: Stabilizing RLVR via Stochastic Recovery of Near-Boundary Signals |
Shuo Yang, Jinda Lu et al. |
cs.LG |
| 3 |
Evaluating Commercial AI Chatbots as News Intermediaries |
Mirac Suzgun, Emily Shen et al. |
cs.CL |
| 3 |
Self-Policy Distillation via Capability-Selective Subspace Projection |
Guangya Hao, Yitong Shang et al. |
cs.CL |
| 3 |
AI-Enabled Serious Games: Integrating Intelligence and Adaptivity in Training Systems |
Priyamvada Tripathi, Bill Kapralos |
cs.AI, cs.CY, cs.HC, cs.MA |
| 3 |
AutoRubric-T2I: Robust Rule-Based Reward Model for Text-to-Image Alignment |
Kuei-Chun Kao, Daixuan Huo et al. |
|
| 3 |
Disentangling Sampling from Training Budget in Class-Imbalanced CT Body Composition Segmentation |
Iason Skylitsis, Dimitrios Karkalousos et al. |
|
| 3 |
FashionLens: Toward Versatile Fashion Image Retrieval via Task-Adaptive Learning |
Haokun Wen, Xuemeng Song et al. |
|
| 3 |
Forecasting Downstream Performance of LLMs With Proxy Metrics |
Arkil Patel, Siva Reddy et al. |
|
| 3 |
DecQ: Detail-Condensing Queries for Enhanced Reconstruction and Generation in Representation Autoencoders |
Tianhang Wang, Yitong Chen et al. |
|
| 3 |
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps |
Yanke Zhou, Yiduo Li et al. |
|
| 3 |
Segment Anything with Motion, Geometry, and Semantic Adaptation for Complex Nonlinear Visual Object Tracking |
Deyi Zhu, Yuji Wang et al. |
|
| 2 |
MambaGaze: Bidirectional Mamba with Explicit Missing Data Modeling for Cognitive Load Assessment from Eye-Gaze Tracking Data |
Amir Mousavi, Mohammad Sadegh Sirjani et al. |
cs.LG, cs.AI, cs.HC |
| 2 |
CogAdapt: Transferring Clinical ECG Foundation Models to Wearable Cognitive Load Assessment via Lead Adaptation |
Amir Mousavi, Mohammad Sadegh Sirjani et al. |
cs.LG, cs.AI, cs.HC |
| 2 |
Reducing Political Manipulation with Consistency Training |
Long Phan, Devin Kim et al. |
cs.CL, cs.AI |
| 2 |
Understanding Data Temporality Impact on Large Language Models Pre-training |
Pilchen Hippolyte, Fabre Romain et al. |
cs.CL, cs.AI |
| 2 |
Cyber-Physical Anomaly Detection in IoT-Enabled Smart Grids Using Machine Learning and Metaheuristic Feature Optimization |
Adis Alihodžić, Eva Tuba et al. |
cs.LG, cs.AI |
| 2 |
The Value of Covariance Matching in Gaussian DDPMs and the Lanczos Sampler |
Md Sahil Akhtar, Aymane El Gadarri et al. |
cs.LG, cs.AI, cs.IT |
| 2 |
Abstraction for Offline Goal-Conditioned Reinforcement Learning |
Clarisse Wibault, Alexander Goldie et al. |
cs.LG, cs.AI |
| 2 |
Lumberjack: Better Differentially Private Random Forests through Heavy Hitter Detection in Trees |
Christian Janos Lebeda, David Erb et al. |
cs.LG, cs.DS |
| 2 |
Ternary Decision Trees with Locally-Adaptive Uncertainty Zones |
William Smits |
cs.LG |
| 2 |
More Context, Larger Models, or Moral Knowledge? A Systematic Study of Schwartz Value Detection in Political Texts |
Víctor Yeste, Paolo Rosso |
cs.CL, cs.AI, cs.LG |
| 2 |
Learning Altruistic Collaboration in Heterogeneous Multi-Team Systems |
Riwa Karam, Ruoyu Lin et al. |
cs.RO, cs.AI, cs.MA, eess.SY |
| 2 |
Transforming Privacy Artifacts into Accessible Reports for Non-Technical Stakeholders |
Zoe Pfister, Clemens Sauerwein et al. |
cs.SE, cs.MA |
| 2 |
Intent-First Aerial V2V for Tactical Coordination and Separation: Protocol and Performance Under Density and Disturbance |
Mehrnaz Sabet |
cs.RO, cs.MA, cs.NI |
| 2 |
Q-ARVD: Quantizing Autoregressive Video Diffusion Models |
Siao Tang, Xinyin Ma et al. |
|
| 2 |
DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards |
Kaiyi Zhang, Wei Wu et al. |
|
| 2 |
SceneAligner: 3D-Grounded Floorplan Localization in the Wild |
Junhyeong Cho, Ruojin Cai et al. |
|
| 2 |
Training Large Language Models to Predict Clinical Events |
Benjamin Turtel, Paul Wilczewski et al. |
|
| 2 |
From Reasoning Chains to Verifiable Subproblems: Curriculum Reinforcement Learning Enables Credit Assignment for LLM Reasoning |
Xitai Jiang, Zihan Tang et al. |
|
| 1 |
Proxy-Based Approximation of Shapley and Banzhaf Interactions |
Santo M. A. R. Thies, Hubert Baniecki et al. |
cs.LG, cs.AI, stat.ML |
| 1 |
Beyond the Org Chart: AI and the Transformation of Invisible Work |
Stephanie Rosenthal, Shamsi Iqbal |
cs.AI, cs.HC |
| 1 |
Integrable Elasticity via Neural Demand Potentials |
Carlos Heredia, Daniel Roncel |
cs.LG |
| 1 |
Plug-in Losses for Evidential Deep Learning: A Simplified Framework for Uncertainty Estimation that Includes the Softmax Classifier |
Berk Hayta, Hannah Laus et al. |
cs.LG, eess.AS, stat.ML |
| 1 |
SeqLoRA: Bilevel Orthogonal Adaptation for Continual Multi-Concept Generation |
Javad Parsa, Enis Simsar et al. |
cs.LG |
| 1 |
Optimization over the intersection of manifolds |
Yan Yang, Bin Gao et al. |
math.OC, cs.LG, math.DG, math.NA |
| 1 |
Reading Task Failure Off the Activations: A Sparse-Feature Audit of GPT-2 Small on Indirect Object Identification |
Mahdi Nasermoghadasi |
cs.LG |
| 1 |
The Double Dilemma in Multi-Task Radiology Report Generation: A Gradient Dynamics Analysis and Solution |
Erjian Zhang, Yatong Hao et al. |
cs.LG, cs.CL, cs.CV |
| 1 |
A Tutorial on Diffusion Theory: From Differential Equations to Diffusion Models |
Jiayi Fu, Yuxia Wang |
cs.LG, cs.CL |
| 1 |
Beyond Temperature: Hyperfitting as a Late-Stage Geometric Expansion |
Meimingwei Li, Yuanhao Ding et al. |
cs.CL, cs.AI, stat.ML |
| 1 |
Scene Abstraction for Lexical Semantics: Structured Representations of Situated Meaning |
Yejin Cho, Katrin Erk |
cs.CL |
| 1 |
BeLink: Biomedical Entity Linking Meets Generative Re-Ranking |
Darya Shlyk, Stefano Montanelli et al. |
cs.CL, cs.AI, cs.IR |
| 1 |
A Generalized Nash Equilibrium-Seeking Scheme for Trauma Resuscitation |
Promise Ekpo, Angelique Taylor et al. |
cs.MA, cs.DC, cs.GT, eess.SY |
| 1 |
Argo: Efficient Importance Labeling for Enterprise Email Systems |
Siddhant Ray, Ganesh Ananthanarayanan et al. |
cs.MA |
| 1 |
CandorMD: An AI-Assisted Audio Simulation and Feedback System for Training Clinicians for Medical Error Disclosure |
Inna Wanyin Lin, Sahand Sabour et al. |
cs.HC, cs.MA |
| 1 |
SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild |
Xuyi Hu, Jin Lyu et al. |
|
| 1 |
Platonic Representations in the Human Brain: Unsupervised Recovery of Universal Geometry |
Pablo Marcos-Manchón, Rishi Jha et al. |
|
| 1 |
SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers |
Javad Rajabi, Kimia Shaban et al. |
|
| 1 |
"I didn't Make the Micro Decisions": Measuring, Inducing, and Exposing Goal-Level AI Contributions in Collaboration |
Eunsu Kim, Jessica R. Mindel et al. |
|
| 1 |
Minimalist Visual Inertial Odometry |
Francesco Pasti, Jeremy Klotz et al. |
|
| 1 |
FlowLong: Inference-time Long Video Generation via Manifold-constrained Tweedie Matching |
Jangho Park, Geon Yeong Park et al. |
|
| 1 |
KVServe: Service-Aware KV Cache Compression for Communication-Efficient Disaggregated LLM Serving |
Zedong Liu, Xinyang Ma et al. |
|
| 1 |
Swift Sampling: Selecting Temporal Surprises via Taylor Series |
Dahye Kim, Bhuvan Sachdeva et al. |
|
| 1 |
RiT: Vanilla Diffusion Transformers Suffice in Representation Space |
Le Zhang, Ning Mang et al. |
|
| 0 |
Finite-Particle Convergence Rates for Conservative and Non-Conservative Drifting Models |
Krishnakumar Balasubramanian |
stat.ML, cs.AI, cs.LG, math.ST |
| 0 |
SDPM: Survival Diffusion Probabilistic Model for Continuous-Time Survival Analysis |
Stanislav R. Kirpichenko, Andrei V. Konstantinov et al. |
cs.LG, cs.AI, stat.CO, stat.ML |
| 0 |
Parametric Modular Answer Set Programs Made Declarative |
Jorge Fandinno, Yuliya Lierler et al. |
cs.AI, cs.LO |
| 0 |
Tokenisation via Convex Relaxations |
Jan Tempus, Philip Whittington et al. |
cs.CL, cs.LG |
| 0 |
FAME: Failure-Aware Mixture-of-Experts for Message-Level Log Anomaly Detection |
Huanchi Wang, Zihang Huang et al. |
cs.SE, cs.LG |
| 0 |
Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation |
Samson Gourevitch, Yazid Janati et al. |
cs.LG, stat.ML |
| 0 |
Multiple Neural Operators Achieve Near-Optimal Rates for Multi-Task Learning |
Adrien Weihs, Hayden Schaeffer |
cs.LG, math.NA, stat.ML |
| 0 |
Tokenization with Split Trees |
Craig W. Schmidt, Michael Krumdick et al. |
cs.CL |
| 0 |
Seeing the Poem: Image-Semantic Detection of AI-Generated Modern Chinese Poetry with MLLMs |
Shanshan Wang, Fengying Ye et al. |
cs.CL, cs.CV |
| 0 |
Whose Voice Counts? Mapping Stakeholder Perspectives on AI Through Public Submissions to the U.S. Government |
Alina Karakanta, Alex Christiansen et al. |
cs.CL |
| 0 |
Chinese sensorimotor and embodiment norms for 3,000 lexicalized concepts |
Jing Chen, Gábor Parti et al. |
cs.CL |
| 0 |
Secure Coordination for Vertiport Sequencing in Advanced Air Mobility |
Jaehan Im, Filippos Fotiadis et al. |
eess.SY, cs.MA |
| 0 |
LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters |
Beomjin Ahn, Jungmin Kwon et al. |
|
| 0 |
PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects |
Ziang Cao, Yinghao Liu et al. |
|
| 0 |
Same Architecture, Different Capacity: Optimizer-Induced Spectral Scaling Laws |
Nandan Kumar Jha, Brandon Reagen |
|
| -1 |
Vector Policy Optimization: Training for Diversity Improves Test-Time Search |
Ryan Bahlous-Boldi, Isha Puri et al. |
cs.LG, cs.AI, cs.CL, cs.NE |
| -4 |
Unsupervised Process Reward Models |
Artyom Gadetsky, Maxim Kodryan et al. |
|