Siqi Fan

activity

20232026

most citedFLM-101B: An Open LLM and How to Train It with $100K Budget

2 citations · 3 across the 5 of their papers we have counts for

collaborators

Showing 2025Show all

2 papers · 1 filter

cs.CL2025

If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs

Siqi Fan, Xiusheng Huang, Yiqun Yao +6

Large language models (LLMs) can carry out human-like dialogue, but unlike humans, they are stateless due to the superposition property. However, during multi-turn, multi-agent int…

cs.CL2025

Position-Aware Depth Decay Decoding ( $D^{3}$ ): Boosting Large Language Model Inference Efficiency

Siqi Fan, Xuezhi Fang, Xingrun Xing +3

Due to the large number of parameters, the inference phase of Large Language Models (LLMs) is resource-intensive. Unlike traditional model compression, which needs retraining, rece…

If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs

Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency

Position-Aware Depth Decay Decoding ( $D^{3}$ ): Boosting Large Language Model Inference Efficiency