Key papers

• AVO: Agentic Variation Operators for Autonomous Evolutionary Search (2026)
  Terry Chen et al.
  4.04
• BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation (2025)
  Yuyang Peng et al.
  3.81
• Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing (2026)
  Tommaso Cerruti et al.
  2.00
• Artificial Entanglement in the Fine-Tuning of Large Language Models (2026)
  Min Chen et al.
  1.94
• The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning (2026)
  Renmiao Chen et al.
  1.94
• Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models (2026)
  Hyunjong Ok et al.
  1.94
• HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding (2026)
  Haowei Zhang et al.
  1.94
• Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts (2026)
  Yingfa Chen et al.
  1.94
• Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding (2026)
  Yanzheng Xiang et al.
  1.94
• MISA: Mixture of Indexer Sparse Attention for Long-Context LLM Inference (2026)
  Ruijie Zhou et al.
  1.94
• SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer (2026)
  Haoyi Zhu et al.
  1.94
• Delta Attention Residuals (2026)
  Cheng Luo et al.
  1.94
• Rethinking Muon Beyond Pretraining: Spectral Failures and High-Pass Remedies for VLA and RLVR (2026)
  Chongyu Fan et al.
  1.94
• ThriftAttention: Selective Mixed Precision for Long-Context FP4 Attention (2026)
  Joe Sharratt
  1.94
• AURA: Action-Gated Memory for Robot Policies at Constant VRAM (2026)
  Josef Chen
  1.94
• Reroute, Don't Remove: Recoverable Visual Token Routing for Vision-Language Models (2026)
  Cheng-Yu Yang et al.
  1.94
• HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers (2026)
  Guozhen Zhang et al.
  1.94
• SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG (2026)
  Amirhossein Abaskohi et al.
  1.94
• Grouped Query Experts: Mixture-of-Experts on GQA Self-Attention (2026)
  Vishesh Tripathi et al.
  1.94
• RoPE-Aware Bit Allocation for KV-Cache Quantization (2026)
  Fengfeng Liang et al.
  1.94
• GridProbe: Posterior-Probing for Adaptive Test-Time Compute in Long-Video VLMs (2026)
  Mohamed Eltahir et al.
  1.89
• Accelerating Speculative Decoding with Block Diffusion Draft Trees (2026)
  Liran Ringel et al.
  1.83
• Stabilizing Reinforcement Learning for Diffusion Language Models (2026)
  Jianyuan Zhong et al.
  1.78
• Residual Stream Duality in Modern Transformer Architectures (2026)
  Yifan Zhang
  1.78
• Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers (2025)
  Markus J. Buehler
  1.28
• ARWKV: Pretrain is not what we need, an RNN-Attention-Based Language Model Born from Transformer (2025)
  Lin Yueyu et al.
  1.28
• APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding (2025)
  Xinyu Yang et al.
  1.28
• QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension (2025)
  Yongdong Luo et al.
  1.28
• PVChat: Personalized Video Chat with One-Shot Learning (2025)
  Yufei Shi et al.
  1.28
• Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities (2025)
  Xinjie Zhang et al.
  1.28
• Accelerate TarFlow Sampling with GS-Jacobi Iteration (2025)
  Ben Liu 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
• Explaining Sources of Uncertainty in Automated Fact-Checking (2025)
  Jingyi Sun et al.
  1.28
• QwenLong-CPRS: Towards infty-LLMs with Dynamic Context Optimization (2025)
  Weizhou Shen et al.
  1.28
• Beyond Simple Concatenation: Fairly Assessing PLM Architectures for Multi-Chain Protein-Protein Interactions Prediction (2025)
  Hazem Alsamkary et al.
  1.28
• SageAttention2++: A More Efficient Implementation of SageAttention2 (2025)
  Jintao Zhang et al.
  1.28
• Normalized Attention Guidance: Universal Negative Guidance for Diffusion Model (2025)
  Dar-Yen Chen et al.
  1.28
• What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? (2025)
  Jinhong Ni et al.
  1.28
• Kinetics: Rethinking Test-Time Scaling Laws (2025)
  Ranajoy Sadhukhan et al.
  1.28
• CoMemo: LVLMs Need Image Context with Image Memory (2025)
  Shi Liu et al.
  1.28
• The Cow of Rembrandt - Analyzing Artistic Prompt Interpretation in Text-to-Image Models (2025)
  Alfio Ferrara et al.
  1.28
• Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning (2025)
  Lijie Yang et al.
  1.28
• CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification (2025)
  Wei Li et al.
  1.28
• SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer (2025)
  Junsong Chen et al.
  1.28
• Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training (2025)
  Yein Park et al.
  1.28
• Why Can't Transformers Learn Multiplication? Reverse-Engineering Reveals Long-Range Dependency Pitfalls (2025)
  Xiaoyan Bai et al.
  1.28
• MemMamba: Rethinking Memory Patterns in State Space Model (2025)
  Youjin Wang et al.
  1.28
• Native Hybrid Attention for Efficient Sequence Modeling (2025)
  Jusen Du et al.
  1.28
• ConsistEdit: Highly Consistent and Precise Training-free Visual Editing (2025)
  Zixin Yin et al.
  1.28
• Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation (2025)
  Su Ho Han et al.
  1.28
• Mitigating Attention Sinks and Massive Activations in Audio-Visual Speech Recognition with LLMS (2025)
  Anand et al.
  1.28
• Higher-order Linear Attention (2025)
  Yifan Zhang et al.
  1.28
• Masks Can Be Distracting: On Context Comprehension in Diffusion Language Models (2025)
  Julianna Piskorz et al.
  1.28
• Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation (2025)
  Yunhong Lu et al.
  1.28
• InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Models (2025)
  Hongyuan Tao et al.
  1.28
• Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics (2025)
  Jingdi Lei et al.
  1.28
• A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding (2023)
  Andrea Burns et al.
  —
• StarCoder: may the source be with you! (2023)
  Raymond Li et al.
  —
• On Architectural Compression of Text-to-Image Diffusion Models (2023)
  Bo-Kyeong Kim et al.
  —
• Brainformers: Trading Simplicity for Efficiency (2023)
  Yanqi Zhou et al.
  —