Siqi Fan

Orcid: 0000-0002-9613-4198

Affiliations:
  • University of Electronic Science and Technology of China, Chengdu, China


According to our database1, Siqi Fan authored at least 16 papers between 2021 and 2025.

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Bibliography

2025
CoThink: Token-Efficient Reasoning via Instruct Models Guiding Reasoning Models.
CoRR, May, 2025

Evaluating LLM Adaptation to Sociodemographic Factors: User Profile vs. Dialogue History.
CoRR, May, 2025

If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs.
CoRR, March, 2025

Position-Aware Depth Decay Decoding (D<sup>3</sup>): Boosting Large Language Model Inference Efficiency.
CoRR, March, 2025

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024
Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging.
CoRR, 2024

Not all Layers of LLMs are Necessary during Inference.
CoRR, 2024

SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
UaMC: user-augmented conversation recommendation via multi-modal graph learning and context mining.
World Wide Web (WWW), November, 2023

FLM-101B: An Open LLM and How to Train It with $100K Budget.
CoRR, 2023

EmpMFF: A Multi-factor Sequence Fusion Framework for Empathetic Response Generation.
Proceedings of the ACM Web Conference 2023, 2023

2022
Interactive Information Extraction by Semantic Information Graph.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
Route Search and Planning: A Survey.
Big Data Res., 2021

Few-Shot Relation Extraction Towards Special Interests.
Big Data Res., 2021


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