Key papers

• BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing (2025)
  Yunqi Gu et al.
  2.87
• VIBE: Visual Instruction Based Editor (2026)
  Grigorii Alekseenko et al.
  1.94
• Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition (2026)
  Tanmay Joshi et al.
  1.94
• InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning (2026)
  Yuchen Yan et al.
  1.94
• Panini: Continual Learning in Token Space via Structured Memory (2026)
  Shreyas Rajesh et al.
  1.94
• Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling (2026)
  Yong Liu et al.
  1.94
• SeGPruner: Semantic-Geometric Visual Token Pruner for 3D Question Answering (2026)
  Wenli Li et al.
  1.94
• Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning (2026)
  NVIDIA 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
• Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators (2026)
  Zachary Novack et al.
  1.94
• ThriftAttention: Selective Mixed Precision for Long-Context FP4 Attention (2026)
  Joe Sharratt
  1.94
• OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants (2026)
  Xudong Lu et al.
  1.94
• Light-WAM: Efficient World Action Models with State-Fusion Action Decoding (2026)
  Ziang Li et al.
  1.94
• Reroute, Don't Remove: Recoverable Visual Token Routing for Vision-Language Models (2026)
  Cheng-Yu Yang et al.
  1.94
• HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better (2026)
  Gengluo Li et al.
  1.94
• The First Token Knows: Single-Decode Confidence for Hallucination Detection (2026)
  Mina Gabriel
  1.89
• Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation (2026)
  Amin Karimi Monsefi et al.
  1.89
• GridProbe: Posterior-Probing for Adaptive Test-Time Compute in Long-Video VLMs (2026)
  Mohamed Eltahir et al.
  1.89
• Self-Improving Language Models with Bidirectional Evolutionary Search (2026)
  Guowei Xu et al.
  1.89
• KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation (2026)
  Tongbo Chen et al.
  1.83
• BEAVER: A Training-Free Hierarchical Prompt Compression Method via Structure-Aware Page Selection (2026)
  Zhengpei Hu et al.
  1.78
• Learning to Detect Language Model Training Data via Active Reconstruction (2026)
  Junjie Oscar Yin et al.
  1.72
• O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning (2025)
  Haotian Luo et al.
  1.28
• Matryoshka Quantization (2025)
  Pranav Nair et al.
  1.28
• Competitive Programming with Large Reasoning Models (2025)
  OpenAI et al.
  1.28
• Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering (2025)
  William Jurayj et al.
  1.28
• Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation (2025)
  Sucheng Ren et al.
  1.28
• Why Personalizing Deep Learning-Based Code Completion Tools Matters (2025)
  Alessandro Giagnorio et al.
  1.28
• Lumina-Image 2.0: A Unified and Efficient Image Generative Framework (2025)
  Qi Qin et al.
  1.28
• VerifiAgent: a Unified Verification Agent in Language Model Reasoning (2025)
  Jiuzhou Han et al.
  1.28
• SmolVLM: Redefining small and efficient multimodal models (2025)
  Andrés Marafioti et al.
  1.28
• VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model (2025)
  Zuwei Long et al.
  1.28
• Value-Guided Search for Efficient Chain-of-Thought Reasoning (2025)
  Kaiwen Wang et al.
  1.28
• QwenLong-CPRS: Towards infty-LLMs with Dynamic Context Optimization (2025)
  Weizhou Shen et al.
  1.28
• ARM: Adaptive Reasoning Model (2025)
  Siye Wu et al.
  1.28
• Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning (2025)
  Yinjie Wang et al.
  1.28
• Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design (2025)
  Lin Sun et al.
  1.28
• Diagonal Batching Unlocks Parallelism in Recurrent Memory Transformers for Long Contexts (2025)
  Danil Sivtsov et al.
  1.28
• VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos (2025)
  Jiashuo Yu et al.
  1.28
• Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers (2025)
  Daniel D'souza et al.
  1.28
• Specification Self-Correction: Mitigating In-Context Reward Hacking Through Test-Time Refinement (2025)
  Víctor Gallego
  1.28
• Compressing Chain-of-Thought in LLMs via Step Entropy (2025)
  Zeju Li et al.
  1.28
• Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery (2025)
  Jiatong Li et al.
  1.28
• InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency (2025)
  Weiyun Wang et al.
  1.28
• FastFit: Accelerating Multi-Reference Virtual Try-On via Cacheable Diffusion Models (2025)
  Zheng Chong et al.
  1.28
• Position: Privacy Is Not Just Memorization! (2025)
  Niloofar Mireshghallah et al.
  1.28
• Hybrid Architectures for Language Models: Systematic Analysis and Design Insights (2025)
  Sangmin Bae et al.
  1.28
• MixReasoning: Switching Modes to Think (2025)
  Haiquan Lu et al.
  1.28
• Artificial Hippocampus Networks for Efficient Long-Context Modeling (2025)
  Yunhao Fang et al.
  1.28
• Parallel Test-Time Scaling for Latent Reasoning Models (2025)
  Runyang You et al.
  1.28
• OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs (2025)
  Caorui Li et al.
  1.28
• Machine Text Detectors are Membership Inference Attacks (2025)
  Ryuto Koike et al.
  1.28
• ReCode: Unify Plan and Action for Universal Granularity Control (2025)
  Zhaoyang Yu et al.
  1.28
• LongCat-Image Technical Report (2025)
  Meituan LongCat Team et al.
  1.28
• Visionary: The World Model Carrier Built on WebGPU-Powered Gaussian Splatting Platform (2025)
  Yuning Gong 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
• Rethinking Chain-of-Thought Reasoning for Videos (2025)
  Yiwu Zhong et al.
  1.28
• One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning (2023)
  Arnav Chavan et al.
  —
• From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought (2023)
  Lionel Wong et al.
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