Papers

• On-Policy Self-Distillation for Reasoning Compression (2026)
  Hejian Sang et al.
  1.94
• MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents (2026)
  Ziyun Zeng et al.
  1.94
• LongAttnComp: Cross-Family Context Compression for Long-Context Reasoning (2026)
  Mengmeng Ji et al.
  1.94
• EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management (2026)
  Zherui Yang et al.
  1.94
• HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers (2026)
  Guozhen Zhang et al.
  1.94
• RoPE-Aware Bit Allocation for KV-Cache Quantization (2026)
  Fengfeng Liang et al.
  1.94
• Small Vision-Language Models are Smart Compressors for Long Video Understanding (2026)
  Junjie Fei et al.
  1.83
• A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression (2026)
  Jincheng Ren et al.
  1.83
• DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference (2026)
  Aditya Kumar Singh et al.
  1.72
• Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity (2025)
  Yuri Kuratov et al.
  1.28
• Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers (2025)
  Weiming Ren et al.
  1.28
• QwenLong-CPRS: Towards infty-LLMs with Dynamic Context Optimization (2025)
  Weizhou Shen et al.
  1.28
• VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning (2025)
  Senqiao Yang et al.
  1.28
• Pruning the Unsurprising: Efficient Code Reasoning via First-Token Surprisal (2025)
  Wenhao Zeng et al.
  1.28
• Retrieval-augmented reasoning with lean language models (2025)
  Ryan Sze-Yin Chan et al.
  1.28
• Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation (2025)
  Shufan Li et al.
  1.28
• Can Visual Input Be Compressed? A Visual Token Compression Benchmark for Large Multimodal Models (2025)
  Tianfan Peng et al.
  1.28
• Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens (2023)
  Zhanpeng Zeng et al.
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• Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models (2024)
  Yi-Fan Zhang et al.
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• xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations (2024)
  Can Qin et al.
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• A Web-Based Solution for Federated Learning with LLM-Based Automation (2024)
  Chamith Mawela et al.
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• A Survey of Small Language Models (2024)
  Chien Van Nguyen et al.
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• HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems (2024)
  Jiejun Tan et al.
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• Whisper-GPT: A Hybrid Representation Audio Large Language Model (2024)
  Prateek Verma
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