Key papers

• AREX: Towards a Recursively Self-Improving Agent for Deep Research (2026)
  Shuqi Lu et al.
  15.66
• Program-as-Weights: A Programming Paradigm for Fuzzy Functions (2026)
  Wentao Zhang et al.
  12.75
• AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents (2026)
  Xiangchen Cheng et al.
  12.32
• EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments (2026)
  Zhilin Wang et al.
  12.32
• VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement (2026)
  Seohyun Lee et al.
  11.59
• CausalMix: Data Mixture as Causal Inference for Language Model Training (2026)
  Zinan Tang et al.
  10.60
• Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination (2026)
  Subhadeep Pal et al.
  9.48
• AutoMem: Automated Learning of Memory as a Cognitive Skill (2026)
  Shengguang Wu et al.
  9.35
• Autonomous Scientific Discovery via Iterative Meta-Reflection (2026)
  Bingchen Zhao et al.
  8.95
• Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks (2026)
  MD Azizul Hakim et al.
  8.86
• OpenForgeRL: Train Harness-native Agents in Any Environment (2026)
  Xiao Yu et al.
  8.86
• Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents? (2026)
  Zhi Chen et al.
  8.57
• PACE: A Proxy for Agentic Capability Evaluation (2026)
  Yueqi Song et al.
  8.24
• AnyGroundBench: A Specialized-Domain Benchmark for Video Grounding in Vision-Language Models (2026)
  Rintaro Otsubo et al.
  7.98
• NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs (2026)
  Jiarong Zhao et al.
  7.96
• Discrete Diffusion Language Models for Interactive Radiology Report Drafting (2026)
  Max Van Puyvelde et al.
  7.85
• Generative Compilation: On-the-Fly Compiler Feedback as AI Generates Code (2026)
  Niels M\"undler-Sasahara et al.
  7.69
• GRPO, Dr. GRPO, and DAPO Are Three Operations on One Number: The Group-Standard-Deviation Identity (2026)
  Yong Yi Bay et al.
  7.37
• Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads (2026)
  Aryo Pradipta Gema et al.
  7.34
• HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment (2026)
  Shei Pern Chua et al.
  6.75
• On the Push-Based Asynchronous Federated Learning: A Bias-Correction Aggregation Approach (2026)
  Jiahui Bai et al.
  6.66
• World from Motion: Generative Dynamic Gaussian Reconstruction from Monocular Video (2026)
  Liyuan Zhu et al.
  5.89
• AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation (2026)
  Bao Long Nguyen Huu et al.
  5.88
• Enhancing Oracle Bone Inscription Recognition via Multi-Scale Layer Attention (2026)
  Chaowen Yan et al.
  5.49
• Lost in the Tail: Addressing Geographic Imbalance in Urban Visual Place Recognition (2026)
  Zhiyao Shu et al.
  5.49
• A Mechanism-Driven Theory of Phase Transitions in Active Learning (2026)
  Julia Machnio et al.
  5.49
• Leveraging Phase Information to Boost Unrolled Network Learning for Image Deblurring (2026)
  Samira Malek et al.
  5.49
• Learning When to Listen: Gated Affect Fusion for Human Motion Prediction (2026)
  Jingni Huang
  5.49
• RetailSMV: Exocentric vs. Egocentric Adaptation of Foundation Video World Models in Retail (2026)
  Amirreza Rouhi et al.
  5.49
• MEPA: Multi-Scale Representation Alignment for Visual Autoregressive Modeling with Mixture of Experts (2026)
  Nuoyan Zhou et al.
  5.49
• Learning to Compose: Revisiting Proxy Task Design for Zero-Shot Composed Image Retrieval (2026)
  Jingjing Zhang et al.
  5.49
• The Illusion of High Utility in Safety Alignment of Text-to-Image Diffusion Models (2026)
  Adeel Yousaf et al.
  5.49
• Cross4D-JEPA: Dense Cross-modal Correspondence Distillation for 4D Point Cloud Representation Learning (2026)
  Trung Thanh Nguyen et al.
  5.49
• EgoGapBench: Benchmarking Egocentric Action Selection in Multi-Agent Scenes (2026)
  Jihyeok Jung (KAIST AI) et al.
  5.49
• Identifying Latent Concepts and Structures for Generalized Category Discovery (2026)
  Boyang Dai et al.
  5.49
• LUMA: Benchmarking Segmentation via a Lightweight Universal Mask Adapter (2026)
  Tobias Christian Nauen et al.
  5.49
• Creating Impactful Autonomous Driving Datasets: A Strategic Guide from Research Gap to Benchmark (2026)
  Richard Schwarzkopf et al.
  5.49
• AI-enabled gravitational-waves searches for binary neutron stars at optimal sensitivity (2026)
  Bhavya Gupta et al.
  5.49
• IntentTune: Using user demand and personalization to resolve "unknown" query intents for e-commerce search (2026)
  Rachith Aiyappa et al.
  5.49
• Robust for the Wrong Reasons: The Representational Geometry of LLM Robustness to Science Skepticism (2026)
  Minjong Cheon
  5.49
• World Wide Models: Literary Tools for Cultural AI (2026)
  Nina Begus
  5.49
• LACUNA: A Testbed for Evaluating Localization Precision for LLM Unlearning (2026)
  Matteo Boglioni et al.
  5.49
• Do emulated quantum circuits change what CNNs look at? Performance and explainability comparison in medical image classification (2026)
  Guillermo Rubi\~nos Rodr\'iguez et al.
  5.49
• Quantum-secure multiparty deep learning (2024)
  Kfir Sulimany et al.
  5.29
• Towards Privacy-Preserving Mental Health Support with Large Language Models (2026)
  Dong Xue et al.
  5.25
• Towards an automated AI-based framework for floor plan compliance checks for residential buildings (2026)
  Subash Gautam et al.
  5.01
• Spectral Geometry and Bosonic-Bloch Probes: Explorations in Quantum Learning (2026)
  Santanu Ganguly et al.
  5.01
• EVOTS: Evolutionary Transformer Search for Time Series Forecasting (2026)
  AbdElRahman ElSaid et al.
  5.01
• Scaling Up Thermodynamic AI Models (2026)
  Andrew G. Moore
  5.01
• Testing Frontier Large Language Models' Physics Literacy in Parallel Physical Worlds (2026)
  Dong Zhang
  5.01
• Active-GRPO: Adaptive Imitation and Self-Improving Reasoning for Molecular Optimization (2026)
  Xuefeng Liu et al.
  5.01
• Right in the Right Way: LM Training with Verifiable Rewards and Human Demonstrations (2026)
  Mehul Damani et al.
  5.01
• Optimal Resource Utilization for Autonomous Laboratory Orchestrators (2026)
  Austin McDannald et al.
  5.01
• GPU-Parallel Linearization Error Bounds for Real-Time Robust Optimal Control of Nonlinear and Neural Network Dynamics (2026)
  Jeffrey Fang et al.
  5.01
• Language-Critique Imitation Learning from Suboptimal Demonstrations (2026)
  Chih-Han Yang et al.
  5.01
• Office Comprehension Benchmark (2026)
  Firoz Shaik et al.
  5.01
• TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue (2026)
  Hao Zhang et al.
  5.01
• MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering (2026)
  Dang Quang Thien Tran et al.
  5.01
• IsoSci: A Benchmark of Isomorphic Cross-Domain Science Problems for Evaluating Reasoning versus Knowledge Retrieval in LLMs (2026)
  Samir Abdaljalil et al.
  5.01
• Grounded Optimization: A Layered Engineering Framework for Reducing LLM Hallucination in Automated Personal Document Rewriting (2026)
  Shashank Indukuri et al.
  5.01