| 10 |
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning |
Junhao Shen, Teng Zhang et al. |
cs.LG, cs.CL |
| 10 |
FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration |
Zhengding Hu, Mingge Lu et al. |
|
| 10 |
Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training |
Artyom Sorokin, Nazar Buzun et al. |
|
| 8 |
Clin-JEPA: A Multi-Phase Co-Training Framework for Joint-Embedding Predictive Pretraining on EHR Patient Trajectories |
Yixuan Yang, Mehak Arora et al. |
cs.LG, cs.AI, q-bio.QM |
| 8 |
From Controlled to the Wild: Evaluation of Pentesting Agents for the Real-World |
Pedro Conde, Henrique Branquinho et al. |
cs.AI, cs.CR |
| 8 |
RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards |
Gaotang Li, Bhavana Dalvi Mishra et al. |
cs.CL, cs.LG |
| 7 |
Qwen-Image-2.0 Technical Report 🚀 |
Bing Zhao, Chenfei Wu et al. |
|
| 7 |
DataMaster: Towards Autonomous Data Engineering for Machine Learning |
Yaxin Du, Xiyuan Yang et al. |
cs.LG, cs.AI |
| 7 |
The Last Word Often Wins: A Format Confound in Chain-of-Thought Corruption Studies |
Gabriel Garcia |
cs.LG, cs.AI, cs.CL |
| 7 |
SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning |
Haoqiang Kang, Xiaokang Ye et al. |
|
| 7 |
Reinforcing Multimodal Reasoning Against Visual Degradation |
Rui Liu, Dian Yu et al. |
|
| 7 |
Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs |
Guijin Son, Seungone Kim et al. |
|
| 6 |
Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace |
Simon Yu, Derek Chong et al. |
cs.AI, cs.PL, cs.SE |
| 6 |
CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation |
Anna C. Doris, Jacob Thomas Sony et al. |
cs.CV, cs.AI |
| 6 |
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory |
Mingxi Zou, Zhihan Guo et al. |
cs.AI |
| 6 |
BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD |
Haozhe Zhang, Kaichen Liu et al. |
cs.AI, cs.CV, cs.SE |
| 6 |
The Generalized Turing Test: A Foundation for Comparing Intelligence |
Daniel Mitropolsky, Susan S. Hong et al. |
cs.AI, cs.CL, cs.LG |
| 6 |
Grounded Satirical Generation with RAG |
Oona Itkonen, Yuxin Su et al. |
cs.CL |
| 6 |
NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation |
Jinhang Xu, Qiyuan Zhu et al. |
|
| 6 |
X-OmniClaw Technical Report: A Unified Mobile Agent for Multimodal Understanding and Interaction |
Xiaoming Ren, Ru Zhen et al. |
|
| 6 |
PACEvolve++: Improving Test-time Learning for Evolutionary Search Agents |
Minghao Yan, Bo Peng et al. |
|
| 6 |
SkCC: Portable and Secure Skill Compilation for Cross-Framework LLM Agents |
Yipeng Ouyang, Yi Xiao et al. |
|
| 6 |
PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors |
Xinmiao Huang, Jinwei Hu et al. |
|
| 5 |
Shields to Guarantee Probabilistic Safety in MDPs |
Linus Heck, Filip Macák et al. |
cs.LO, cs.AI |
| 5 |
V4FinBench: Benchmarking Tabular Foundation Models, LLMs, and Standard Methods on Corporate Bankruptcy Prediction |
Marcin Kostrzewa, Sebastian Tomczak et al. |
cs.LG |
| 5 |
DGPO: Beyond Pairwise Preferences with Directional Consistent Groupwise Optimization |
Mengyi Deng, Zhiwei Li et al. |
cs.CL |
| 5 |
Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge |
Wenbo Zhang, Lijinghua Zhang et al. |
cs.AI, cs.CL, stat.ML |
| 5 |
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models |
Joowon Kim, Seungho Shin et al. |
|
| 5 |
MuSS: A Large-Scale Dataset and Cinematic Narrative Benchmark for Multi-Shot Subject-to-Video Generation |
Haojie Zhang, Di Wu et al. |
|
| 5 |
Rebellious Student: Reversing Teacher Signals for Reasoning Exploration with Self-Distilled RLVR |
Jeonghye Kim, Jiwon Jeon et al. |
|
| 5 |
Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization |
Yeongtak Oh, Dongwook Lee et al. |
|
| 5 |
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI |
Bohan Lyu, Yucheng Yang et al. |
|
| 5 |
Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning |
Ömer Faruk Akgül, Rajgopal Kannan et al. |
|
| 4 |
Training-Free Cultural Alignment of Large Language Models via Persona Disagreement |
Huynh Trung Kiet, Dao Sy Duy Minh et al. |
cs.CL, cs.AI, cs.CY |
| 4 |
Optimal and Scalable MAPF via Multi-Marginal Optimal Transport and Schrödinger Bridges |
Usman A. Khan, Joseph W. Durham |
cs.LG, cs.MA, cs.RO |
| 4 |
Revisiting Policy Gradients for Restricted Policy Classes: Escaping Myopic Local Optima with $k$-step Policy Gradients |
Alex DeWeese, Guannan Qu |
cs.LG, stat.ML |
| 4 |
Neural at ArchEHR-QA 2026: One Method Fits All: Unified Prompt Optimization for Clinical QA over EHRs |
Abrar Majeedi, Viswanatha Reddy Gajjala et al. |
cs.CL, cs.IR |
| 4 |
RUBEN: Rule-Based Explanations for Retrieval-Augmented LLM Systems |
Joel Rorseth, Parke Godfrey et al. |
cs.CL |
| 4 |
SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing |
Mingxu Zhang, Yuhan Li et al. |
cs.LG, cs.AI, cs.CE, cs.CL |
| 4 |
DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification |
Rui Liu, Dian Yu et al. |
|
| 4 |
Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction |
Ngoc Bui, Hieu Trung Nguyen et al. |
|
| 4 |
BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning |
Shaokai Ye, Vasileios Saveris et al. |
|
| 4 |
ModelLens: Finding the Best for Your Task from Myriads of Models |
Rui Cai, Weijie Jacky Mo et al. |
|
| 4 |
MatryoshkaLoRA: Learning Accurate Hierarchical Low-Rank Representations for LLM Fine-Tuning |
Ionut-Vlad Modoranu, Mher Safaryan et al. |
|
| 3 |
Unmasking On-Policy Distillation: Where It Helps, Where It Hurts, and Why |
Mohammadreza Armandpour, Fatih Ilhan et al. |
cs.LG, cs.AI |
| 3 |
Equivariant Reinforcement Learning for Clifford Quantum Circuit Synthesis |
Richie Yeung, Aleks Kissinger et al. |
quant-ph, cs.LG |
| 3 |
Masked Generative Transformer Is What You Need for Image Editing |
Wei Chow, Linfeng Li et al. |
cs.CV, cs.LG |
| 3 |
Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking |
Reza Khanmohammadi, Erfan Miahi et al. |
cs.CL |
| 3 |
BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation |
Qi Yang, Xiangyao Ma et al. |
cs.CV, cs.CL |
| 3 |
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors |
Keming Wu, Yijing Cui et al. |
|
| 3 |
Model Merging Scaling Laws in Large Language Models |
Yuanyi Wang, Yanggan Gu et al. |
|
| 3 |
G-Zero: Self-Play for Open-Ended Generation from Zero Data |
Chengsong Huang, Haolin Liu et al. |
|
| 3 |
From Holo Pockets to Electron Density: GPT-style Drug Design with Density |
Jiahao Chen, Letian Gao et al. |
|
| 3 |
Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation |
Amin Karimi Monsefi, Dominic Culver et al. |
|
| 2 |
LoKA: Low-precision Kernel Applications for Recommendation Models At Scale |
Liang Luo, Yinbin Ma et al. |
cs.LG, cs.AI |
| 2 |
BEACON: A Multimodal Dataset for Learning Behavioral Fingerprints from Gameplay Data |
Ishpuneet Singh, Gursmeep Kaur et al. |
cs.CR, cs.AI, cs.CV, cs.LG, cs.NI |
| 2 |
Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding |
Jianzhu Bao, Haozhen Zhang et al. |
cs.CL |
| 2 |
Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression |
Yao Du, Shanshan Song et al. |
|
| 2 |
Dystruct: Dynamically Structured Diffusion Language Model Decoding via Bayesian Inference |
Bian Sun, Kevin Zhai et al. |
|
| 2 |
Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization |
Xinwu Ye, He Cao et al. |
|
| 2 |
Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria |
Juanxi Tian, Fengyuan Liu et al. |
|
| 2 |
RigidFormer: Learning Rigid Dynamics using Transformers |
Zhiyang Dou, Minghao Guo et al. |
|
| 2 |
100,000+ Movie Reviews from Kazakhstan: Russian, Kazakh, and Code-Switched Texts |
Rustem Yeshpanov |
|
| 2 |
Uncovering Entity Identity Confusion in Multimodal Knowledge Editing |
Shu Wu, Xiaotian Ye et al. |
|
| 2 |
DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models |
Shuai Wang, Yin Yu et al. |
|
| 2 |
Sparse Autoencoders as Plug-and-Play Firewalls for Adversarial Attack Detection in VLMs |
Hao Wang, Yiqun Sun et al. |
|
| 1 |
ELF: Embedded Language Flows |
Keya Hu, Linlu Qiu et al. |
cs.CL, cs.AI, cs.LG |
| 1 |
Confidence-Guided Diffusion Augmentation for Enhanced Bangla Compound Character Recognition |
Md. Sultan Al Rayhan, Maheen Islam |
cs.CV, cs.AI |
| 1 |
Attractor-Vascular Coupling Theory: Formal Grounding and Empirical Validation for AAMI-Standard Cuffless Blood Pressure Estimation from Smartphone Photoplethysmography |
Timothy Oladunni, Farouk Ganiyu Adewumi |
physics.med-ph, cs.AI, cs.LG |
| 1 |
DECO: Sparse Mixture-of-Experts with Dense-Comparable Performance on End-Side Devices |
Chenyang Song, Weilin Zhao et al. |
cs.LG, cs.CL |
| 1 |
Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime |
Albert Alcalde, Leon Bungert et al. |
math.AP, cs.LG, math.DS |
| 1 |
Beyond Red-Teaming: Formal Guarantees of LLM Guardrail Classifiers |
Nikita Kezins, Urbas Ekka et al. |
cs.LG |
| 1 |
Compute Where it Counts: Self Optimizing Language Models |
Yash Akhauri, Mohamed S. Abdelfattah |
cs.LG, cs.CL |
| 1 |
Mela: Test-Time Memory Consolidation based on Transformation Hypothesis |
Lungchuan Chen |
|
| 1 |
Sub-JEPA: Subspace Gaussian Regularization for Stable End-to-End World Models |
Kai Zhao, Dongliang Nie et al. |
|
| 1 |
TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation |
Hanqun Cao, Aastha Pal et al. |
|
| 1 |
Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training |
Yuanyi Wang, Yifan Yang et al. |
|
| 1 |
Rubric-based On-policy Distillation |
Junfeng Fang, Zhepei Hong et al. |
|
| 1 |
Learning Visual Feature-Based World Models via Residual Latent Action |
Xinyu Zhang, Zhengtong Xu et al. |
|
| 1 |
Delta-Adapter: Scalable Exemplar-Based Image Editing with Single-Pair Supervision |
Jiacheng Chen, Songze Li et al. |
|
| 1 |
Discovering Reinforcement Learning Interfaces with Large Language Models |
Akshat Singh Jaswal, Ashish Baghel et al. |
|
| 1 |
CGM-JEPA: Learning Consistent Continuous Glucose Monitor Representations via Predictive Self-Supervised Pretraining |
Hada Melino Muhammad, Zechen Li et al. |
|
| 0 |
Variational Inference for Lévy Process-Driven SDEs via Neural Tilting |
Yaman Kindap, Manfred Opper et al. |
cs.LG, cs.AI, cs.CV, cs.RO, stat.ML |
| 0 |
Neural Weight Norm = Kolmogorov Complexity |
Tiberiu Musat |
cs.LG, cs.IT |
| 0 |
SEIF: Self-Evolving Reinforcement Learning for Instruction Following |
Qingyu Ren, Qianyu He et al. |
|
| 0 |
Pixal3D: Pixel-Aligned 3D Generation from Images |
Dong-Yang Li, Wang Zhao et al. |
|
| 0 |
What if AI systems weren't chatbots? |
Sourojit Ghosh, Pranav Narayanan Venkit et al. |
|