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Heming Xia

Beyond Single Frames: Can LMMs Comprehend Temporal and Contextual Narratives in Image Sequences?

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Feb 19, 2025
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TokenSkip: Controllable Chain-of-Thought Compression in LLMs

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Feb 17, 2025
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SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

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Oct 09, 2024
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Enhancing Tool Retrieval with Iterative Feedback from Large Language Models

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Jun 25, 2024
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Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens

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Jun 16, 2024
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Can Large Multimodal Models Uncover Deep Semantics Behind Images?

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Feb 17, 2024
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Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding

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Jan 15, 2024
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ImageNetVC: Zero-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

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May 24, 2023
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Bi-Drop: Generalizable Fine-tuning for Pre-trained Language Models via Adaptive Subnetwork Optimization

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May 24, 2023
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Enhancing Continual Relation Extraction via Classifier Decomposition

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May 08, 2023
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