Key papers

• Autonomous Scientific Discovery via Iterative Meta-Reflection (2026)
  Bingchen Zhao et al.
  2.00
• Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models (2026)
  Hyunjong Ok et al.
  1.94
• ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling (2026)
  Yawen Luo et al.
  1.94
• MAAT: Multi-phase Adapter-Aware Targeted Unlearning (2026)
  Suryash Yagnik et al.
  1.94
• HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers (2026)
  Guozhen Zhang et al.
  1.94
• Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning (2026)
  Jiayi Lei et al.
  1.94
• STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation (2026)
  Ying Shen et al.
  1.89
• GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection (2026)
  Zheng Wu 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
• Small Vision-Language Models are Smart Compressors for Long Video Understanding (2026)
  Junjie Fei et al.
  1.83
• Residual Stream Duality in Modern Transformer Architectures (2026)
  Yifan Zhang
  1.78
• Causal Effect Estimation with Latent Textual Treatments (2026)
  Omri Feldman et al.
  1.72
• Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers (2025)
  Weiming Ren et al.
  1.28
• Accelerate TarFlow Sampling with GS-Jacobi Iteration (2025)
  Ben Liu et al.
  1.28
• Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning (2025)
  Gagan Bhatia et al.
  1.28
• Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning (2025)
  Jikai Jin et al.
  1.28
• CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification (2025)
  Wei Li et al.
  1.28
• Gated Associative Memory: A Parallel O(N) Architecture for Efficient Sequence Modeling (2025)
  Rishiraj Acharya
  1.28
• OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs (2025)
  Caorui Li et al.
  1.28
• Higher-order Linear Attention (2025)
  Yifan Zhang et al.
  1.28
• Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story (2025)
  Vladislav Pedashenko et al.
  1.28
• Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights (2025)
  Juanxi Tian et al.
  1.28
• Interpretability at Scale: Identifying Causal Mechanisms in Alpaca (2023)
  Zhengxuan Wu et al.
  —
• Localizing and Editing Knowledge in Text-to-Image Generative Models (2023)
  Samyadeep Basu et al.
  —
• Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster (2023)
  Hongxuan Zhang et al.
  —
• StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion (2024)
  Zhichao Wang et al.
  —
• From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries (2024)
  Hitesh Wadhwa et al.
  —
• video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models (2024)
  Guangzhi Sun et al.
  —
• Cottention: Linear Transformers With Cosine Attention (2024)
  Gabriel Mongaras et al.
  —
• Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models (2024)
  Javier Ferrando et al.
  —