Key papers

• Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing (2026)
  Tommaso Cerruti et al.
  2.00
• EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines (2026)
  Shuo Zhang et al.
  1.94
• Scaling Small Agents Through Strategy Auctions (2026)
  Lisa Alazraki et al.
  1.94
• Sci-CoE: Co-evolving Scientific Reasoning LLMs via Geometric Consensus with Sparse Supervision (2026)
  Xiaohan He et al.
  1.94
• POLCA: Stochastic Generative Optimization with LLM (2026)
  Xuanfei Ren et al.
  1.94
• ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling (2026)
  Yawen Luo et al.
  1.94
• VoxMind: An End-to-End Agentic Spoken Dialogue System (2026)
  Tianle Liang et al.
  1.94
• Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents (2026)
  Seyed Moein Abtahi et al.
  1.94
• Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents (2026)
  Shuo Ji et al.
  1.94
• Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark (2026)
  Yigeng Jiang et al.
  1.94
• Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration (2026)
  Qifan Zhang et al.
  1.83
• Stabilizing Reinforcement Learning for Diffusion Language Models (2026)
  Jianyuan Zhong et al.
  1.78
• Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration (2026)
  Bowei He et al.
  1.72
• Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers (2025)
  Markus J. Buehler
  1.28
• Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step (2025)
  Ziyu Guo et al.
  1.28
• BIMBA: Selective-Scan Compression for Long-Range Video Question Answering (2025)
  Md Mohaiminul Islam et al.
  1.28
• PVChat: Personalized Video Chat with One-Shot Learning (2025)
  Yufei Shi et al.
  1.28
• WavReward: Spoken Dialogue Models With Generalist Reward Evaluators (2025)
  Shengpeng Ji et al.
  1.28
• STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs (2025)
  Zongzhao Li et al.
  1.28
• Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning (2025)
  Gagan Bhatia et al.
  1.28
• Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks (2025)
  Hongyuan Tao et al.
  1.28
• ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback (2025)
  Litao Guo et al.
  1.28
• Diagonal Batching Unlocks Parallelism in Recurrent Memory Transformers for Long Contexts (2025)
  Danil Sivtsov et al.
  1.28
• LaTtE-Flow: Layerwise Timestep-Expert Flow-based Transformer (2025)
  Ying Shen et al.
  1.28
• OmniGen2: Exploration to Advanced Multimodal Generation (2025)
  Chenyuan Wu et al.
  1.28
• VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning (2025)
  Senqiao Yang et al.
  1.28
• The Invisible Leash: Why RLVR May Not Escape Its Origin (2025)
  Fang Wu et al.
  1.28
• VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning (2025)
  Ruifeng Yuan et al.
  1.28
• Qwen-Image Technical Report (2025)
  Chenfei Wu et al.
  1.28
• On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting (2025)
  Wenhao Zhang et al.
  1.28
• FastFit: Accelerating Multi-Reference Virtual Try-On via Cacheable Diffusion Models (2025)
  Zheng Chong et al.
  1.28
• Gated Associative Memory: A Parallel O(N) Architecture for Efficient Sequence Modeling (2025)
  Rishiraj Acharya
  1.28
• BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions (2025)
  Zhengbo Zhang et al.
  1.28
• Reasoning in Space via Grounding in the World (2025)
  Yiming Chen et al.
  1.28
• Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation (2025)
  Su Ho Han et al.
  1.28
• Higher-order Linear Attention (2025)
  Yifan Zhang et al.
  1.28
• Generating an Image From 1,000 Words: Enhancing Text-to-Image With Structured Captions (2025)
  Eyal Gutflaish et al.
  1.28
• A Decentralized Retrieval Augmented Generation System with Source Reliabilities Secured on Blockchain (2025)
  Yining Lu et al.
  1.28
• WebOperator: Action-Aware Tree Search for Autonomous Agents in Web Environment (2025)
  Mahir Labib Dihan et al.
  1.28
• A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding (2023)
  Andrea Burns et al.
  —
• Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts (2023)
  Ganesh Jawahar et al.
  —
• 3D-LLM: Injecting the 3D World into Large Language Models (2023)
  Yining Hong et al.
  —
• Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models (2024)
  Zixiang Chen et al.
  —
• Genie: Achieving Human Parity in Content-Grounded Datasets Generation (2024)
  Asaf Yehudai et al.
  —
• Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory (2024)
  Xueyan Niu et al.
  —
• Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams (2024)
  Haoji Zhang et al.
  —
• Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs (2024)
  Yifei Zhang et al.
  —
• Goldfish: Vision-Language Understanding of Arbitrarily Long Videos (2024)
  Kirolos Ataallah et al.
  —
• Very Large-Scale Multi-Agent Simulation in AgentScope (2024)
  Xuchen Pan et al.
  —
• LinFusion: 1 GPU, 1 Minute, 16K Image (2024)
  Songhua Liu et al.
  —
• HarmoniCa: Harmonizing Training and Inference for Better Feature Cache in Diffusion Transformer Acceleration (2024)
  Yushi Huang et al.
  —
• Mini-Omni2: Towards Open-source GPT-4o with Vision, Speech and Duplex Capabilities (2024)
  Zhifei Xie et al.
  —
• ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning (2024)
  Zhiwei Hao et al.
  —
• LLaMo: Large Language Model-based Molecular Graph Assistant (2024)
  Jinyoung Park et al.
  —
• DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation (2024)
  Minghong Cai et al.
  —