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  • Power Aware Dynamic Reallocation For Inference
    AMD
    Published on: 2026-01-18 1 author
  • ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents
    Intuit / Arizona State University
    Published on: 2026-01-18 1 author
  • MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents
    Amazon / University of California
    Published on: 2026-01-18 1 author
  • Agentic Reasoning for Large Language Models
    Meta Platforms / Amazon Research, Google DeepMind, Meta, University of Illinois Urbana-Champaign
    Published on: 2026-01-18 1 author
  • Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
    Anthropic / Stanford University
    Published on: 2026-01-17 1 author
  • FlashLabs Chroma 1.0: A Real-Time End-to-End Spoken Dialogue Model with Personalized Voice Cloning
    Published on: 2026-01-16 7 authors
  • VINO: A Unified Visual Generator with Interleaved OmniModal Context
    Kuaishou Technology / Shanghai Jiao Tong University
    Published on: 2026-01-16
  • KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at Meta
    Published on: 2026-01-16 1 author
  • OCTOBENCH: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding
    MiniMax / Fudan University
    Published on: 2026-01-16 1 author
  • TranslateGemma Technical Report
    Published on: 2026-01-16
  • AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts
    Published on: 2026-01-16 13 authors
  • The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models
    Anthropic / University of Oxford
    Published on: 2026-01-15 1 author
  • Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning
    Microsoft / MIT
    Published on: 2026-01-15 1 author
  • Reasoning Models Generate Societies of Thought
    Published on: 2026-01-15 1 author
  • Hardware Acceleration for Neural Networks: A Comprehensive Survey
    Arizona State University
    Published on: 2026-01-15 1 author
  • RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension
    Z.ai / Xinjiang University
    Published on: 2026-01-14 1 author
  • Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering
    Meituan / Peking University
    Published on: 2026-01-13 1 author
  • TerraFormer: Automated Infrastructure-as-Code with LLMs Fine-Tuned via Policy-Guided Verifier Feedback
    Published on: 2026-01-13 1 author
  • Apollo: Unified Audio-Video Joint Generation
    Published on: 2026-01-13 1 author
  • Controlled LLM Training on Spectral Sphere
    Microsoft / Renmin University
    Published on: 2026-01-13 1 author
  • The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning
    ByteDance / Peking University
    Published on: 2026-01-13 1 author
  • Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models
    The Hong Kong Polytechnic University
    Published on: 2026-01-13 5 authors
  • AgriAgent: Contract-Driven Planning and Capability-Aware Tool Orchestration in Real-World Agriculture
    Published on: 2026-01-13 7 authors
  • Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
    DeepSeek / Peking University
    Published on: 2026-01-12 1 author
  • Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL
    Snowflake / University of Maryland
    Published on: 2026-01-12 1 author
  • BabyVision: Visual Reasoning Beyond Language
    Moonshot AI / Peking University
    Published on: 2026-01-10 1 author
  • RigMo: Unifying Rig and Motion Learning for Generative Animation
    Snap / University of Illinois Urbana-Champaign
    Published on: 2026-01-10 1 author
  • AIE4ML: An End-to-End Framework for Compiling Neural Networks for the Next Generation of AMD AI Engines
    AMD / Institute of Physics Belgrade
    Published on: 2026-01-09 1 author
  • FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments
    Tencent / Singapore University of Technology and Design
    Published on: 2026-01-09 1 author
  • UniFinEval: Towards Unified Evaluation of Financial Multimodal Models across Text, Images and Videos
    Tencent / Shanghai University of Finance and Economics
    Published on: 2026-01-09 1 author
  • Rotate Your Character: Revisiting Video Diffusion Models for High-Quality 3D Character Generation
    Tencent / The University of Hong Kong
    Published on: 2026-01-09 1 author
  • One Language-Free Foundation Model Is Enough for Universal Vision Anomaly Detection
    Published on: 2026-01-09 1 author
  • GenCtrl -- A Formal Controllability Toolkit for Generative Models
    Apple / Universitat Pompeu Fabra
    Published on: 2026-01-09 1 author
  • Sprint: Sparse-Dense Residual Fusion for Efficient Diffusion Transformers
    Snap / Korea University
    Published on: 2026-01-09 1 author
  • Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards
    Z.ai / Tsinghua University
    Published on: 2026-01-09 1 author
  • GR-Dexter Technical Report
    Published on: 2026-01-09 1 author
  • Challenges and Research Directions for Large Language Model Inference Hardware
    Google DeepMind / Laude Institute, University of California, Berkeley
    Published on: 2026-01-08 2 authors
  • Pixel-Perfect Visual Geometry Estimation
    Published on: 2026-01-08 1 author
  • DocDancer: Towards Agentic Document-Grounded Information Seeking
    Tencent / Peking University
    Published on: 2026-01-08 1 author
  • Re-Align: Structured Reasoning-guided Alignment for In-Context Image Generation and Editing
    Tencent / Institute of Information Engineering
    Published on: 2026-01-08 1 author
  • InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
    Microsoft / Peking University
    Published on: 2026-01-08 1 author
  • Internal Representations as Indicators of Hallucinations in Agent Tool Selection
    Published on: 2026-01-08 1 author
  • VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice
    Published on: 2026-01-08 1 author
  • FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning
    Tencent / The Hong Kong Polytechnic University
    Published on: 2026-01-07 1 author
  • ResTok: Learning Hierarchical Residuals in 1D Visual Tokenizers for Autoregressive Image Generation
    Kuaishou Technology / Nanjing University
    Published on: 2026-01-07 1 author
  • Extracting books from production language models
    Alibaba / School of Cyber Science and Engineering, Wuhan University
    Published on: 2026-01-06 4 authors
  • SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents
    Published on: 2026-01-06 1 author
  • A Versatile Multimodal Agent for Multimedia Content Generation
    Tencent / University of Rochester
    Published on: 2026-01-06 1 author
  • Efficient Context Scaling with LongCat ZigZag Attention
    Published on: 2026-01-06 1 author
  • Pearmut: Human Evaluation of Translation Made Trivial
    Published on: 2026-01-06 1 author
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