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cs.CL2025
SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning
Lingkun Long, Rubing Yang, Yushi Huang +3
Long-context inference for Large Language Models (LLMs) is heavily limited by high computational demands. While several existing methods optimize attention computation, they still…
cs.CL2024
Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation
Saiful Islam Salim, Rubin Yuchan Yang, Alexander Cooper +3
While Large language model (LLM)-based programming assistants such as CoPilot and ChatGPT can help improve the productivity of professional software developers, they can also facil…