Longze Chen
10 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Papers
CLaSp: In-Context Layer Skip for Self-Speculative Decoding
ACL 2025
DEEM: Diffusion models serve as the eyes of large language models for image perception
ICLR 2025
Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs
AAAI 2025
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
ACL 2025
STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation
ACL 2025
DEFT: Distribution-guided Efficient Fine-Tuning for Human Alignment
EMNLP 2024
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
EMNLP 2024
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models
ACL 2024
Marathon: A Race Through the Realm of Long Context with Large Language Models
ACL 2024
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models
EMNLP 2024