Heming Xia
- Papers
- 13
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Authored papers
13Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning
arXiv 2025
TokenSkip: Controllable Chain-of-Thought Compression in LLMs
arXiv 2025
PEToolLLM: Towards Personalized Tool Learning in Large Language Models
arXiv 2025
How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation
arXiv 2025
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
arXiv 2024
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction
arXiv 2024
Can Large Multimodal Models Uncover Deep Semantics Behind Images?
arXiv 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
arXiv 2024
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
arXiv 2024
Enhancing Continual Relation Extraction via Classifier Decomposition
arXiv 2023
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories
arXiv 2023
A Survey on In-context Learning
arXiv 2022
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation
arXiv 2022
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