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• Cobra: Extending Mamba To Multi-modal Large Language Model For Efficient Inference
  2024 · 121 citations
• Can LLM Find The Green Circle? Investigation And Human-guided Tool Manipulation For Compositional Generalization
  2023 · 6 citations
• FIPO: Free-form Instruction-oriented Prompt Optimization With Preference Dataset And Modular Fine-tuning Schema
  2024 · 5 citations
• Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
  2024 · 2 citations
• Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers
  2026
• RWGBench: Evaluating Scholarly Positioning in Related Work Generation
  2026
• Instruction Anchors: Dissecting the Causal Dynamics of Modality Arbitration
  2026
• Beyond Unimodal Shortcuts: MLLMs as Cross-Modal Reasoners for Grounded Named Entity Recognition
  2026
• LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding
  2026
• Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning