3 papers
cs.CL2026
Unlocking Parallelism in Autoregressive Language Models via Speculative Decoding with Progressive Tree Drafting
Zipeng Gao, Zhi Zheng, Qingrong Xia +5
Speculative decoding has significantly accelerated Large Language Model (LLM) inference by alleviating memory-bound bottlenecks. However, traditional speculative decoding typically…
cs.SE2026
SmellBench: Towards Fine-Grained Evaluation of Code Agents on Refactoring Tasks
Fake Lin, Binbin Hu, Xi Zhu +6
Code Agents have achieved remarkable advances in recent years, exhibiting strong capabilities across a wide range of software engineering tasks. However, their misuse often produce…
cs.SI2024
Continuous Dynamic Modeling via Neural ODEs for Popularity Trajectory Prediction
Songbo Yang, Ziwei Zhao, Zihang Chen +3
Popularity prediction for information cascades has significant applications across various domains, including opinion monitoring and advertising recommendations. While most existin…