Key papers

• Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis (2025)
  Priyanka Kargupta et al.
  3.81
• Autonomous Scientific Discovery via Iterative Meta-Reflection (2026)
  Bingchen Zhao et al.
  2.00
• Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction (2026)
  Muzhao Tian et al.
  1.94
• Router-Suggest: Dynamic Routing for Multimodal Auto-Completion in Visually-Grounded Dialogs (2026)
  Sandeep Mishra et al.
  1.94
• HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding (2026)
  Haowei Zhang et al.
  1.94
• OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution (2026)
  Le Zhang et al.
  1.94
• Influence Guided Sampling for Domain Adaptation of Text Retrievers (2026)
  Meet Doshi et al.
  1.94
• Wiki Live Challenge: Challenging Deep Research Agents with Expert-Level Wikipedia Articles (2026)
  Shaohan Wang et al.
  1.94
• Unified Personalized Reward Model for Vision Generation (2026)
  Yibin Wang et al.
  1.94
• Scaling Small Agents Through Strategy Auctions (2026)
  Lisa Alazraki et al.
  1.94
• FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation (2026)
  Zimu Lu et al.
  1.94
• GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design (2026)
  Isabella A. Stewart et al.
  1.94
• Efficient Text-Guided Convolutional Adapter for the Diffusion Model (2026)
  Aryan Das et al.
  1.94
• RAISE: Requirement-Adaptive Evolutionary Refinement for Training-Free Text-to-Image Alignment (2026)
  Liyao Jiang et al.
  1.94
• HiMAP-Travel: Hierarchical Multi-Agent Planning for Long-Horizon Constrained Travel (2026)
  The Viet Bui et al.
  1.94
• Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training (2026)
  Peng Sun et al.
  1.94
• OmniScript: Towards Audio-Visual Script Generation for Long-Form Cinematic Video (2026)
  Junfu Pu et al.
  1.94
• Agentic Fusion of Large Atomic and Language Models to Accelerate Superconductors Discovery (2026)
  Mingze Li et al.
  1.94
• Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction (2026)
  Yuxuan Huang et al.
  1.94
• AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents (2026)
  Sharareh Younesian et al.
  1.94
• ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning (2026)
  Juncheng Wu et al.
  1.94
• MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery (2026)
  Shangheng Du et al.
  1.94
• Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution (2026)
  Liliana Hotsko et al.
  1.94
• GridVQA-X: A Framework for Evaluating Multimodal Explainability Methods (2026)
  Sujay Belsare et al.
  1.94
• Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale (2026)
  Ang Li et al.
  1.94
• ActWorld: From Explorable to Interactive World Model via Action-Aware Memory (2026)
  Zhexiao Xiong et al.
  1.94
• Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark (2026)
  Yigeng Jiang et al.
  1.94
• Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs (2026)
  Fahd Seddik et al.
  1.94
• 3D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory Guidance (2026)
  Dongyoon Hwang et al.
  1.94
• Self-Improving Language Models with Bidirectional Evolutionary Search (2026)
  Guowei Xu et al.
  1.89
• The Chain Holds, the Answer Folds: Trace-Answer Dissociation in Reasoning Models Under Adversarial Pressure (2026)
  Yubo Li et al.
  1.89
• Synthetic Sandbox for Training Machine Learning Engineering Agents (2026)
  Yuhang Zhou et al.
  1.83
• ATANT: An Evaluation Framework for AI Continuity (2026)
  Samuel Sameer Tanguturi
  1.83
• A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression (2026)
  Jincheng Ren et al.
  1.83
• Temporally Extended Mixture-of-Experts Models (2026)
  Zeyu Shen et al.
  1.83
• Heterogeneous Scientific Foundation Model Collaboration (2026)
  Zihao Li et al.
  1.83
• Beyond Language Modeling: An Exploration of Multimodal Pretraining (2026)
  Shengbang Tong et al.
  1.78
• BEAVER: A Training-Free Hierarchical Prompt Compression Method via Structure-Aware Page Selection (2026)
  Zhengpei Hu et al.
  1.78
• REVERE: Reflective Evolving Research Engineer for Scientific Workflows (2026)
  Balaji Dinesh Gangireddi et al.
  1.78
• Story2Proposal: A Scaffold for Structured Scientific Paper Writing (2026)
  Zhuoyang Qian et al.
  1.78
• Learn2Fold: Structured Origami Generation with World Model Planning (2026)
  Yanjia Huang et al.
  1.78
• Chain of Mindset: Reasoning with Adaptive Cognitive Modes (2026)
  Tianyi Jiang et al.
  1.72
• Flow-based Extremal Mathematical Structure Discovery (2026)
  Gergely Bérczi et al.
  1.67
• PaperBanana: Automating Academic Illustration for AI Scientists (2026)
  Dawei Zhu et al.
  1.67
• Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity (2025)
  Weixin Liang et al.
  1.28
• PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback (2025)
  Kanika Goswami et al.
  1.28
• CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing (2025)
  Yu Yuan et al.
  1.28
• Teaching Metric Distance to Autoregressive Multimodal Foundational Models (2025)
  Jiwan Chung et al.
  1.28
• START: Self-taught Reasoner with Tools (2025)
  Chengpeng Li et al.
  1.28
• SafeArena: Evaluating the Safety of Autonomous Web Agents (2025)
  Ada Defne Tur et al.
  1.28
• DAPO: An Open-Source LLM Reinforcement Learning System at Scale (2025)
  Qiying Yu et al.
  1.28
• PVChat: Personalized Video Chat with One-Shot Learning (2025)
  Yufei Shi et al.
  1.28
• Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation (2025)
  Jiakai Tang et al.
  1.28
• CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis (2025)
  Anjiang Wei et al.
  1.28
• Instruction-Guided Autoregressive Neural Network Parameter Generation (2025)
  Soro Bedionita et al.
  1.28
• A Unified Agentic Framework for Evaluating Conditional Image Generation (2025)
  Jifang Wang et al.
  1.28
• SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills (2025)
  Boyuan Zheng et al.
  1.28
• NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes (2025)
  Tianyang Xu et al.
  1.28
• Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization (2025)
  Pritam Sarkar et al.
  1.28
• In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2025)
  Zechuan Zhang et al.
  1.28