Picture for Jiahao Liu

Jiahao Liu

Enhancing LLM-Based Recommendations Through Personalized Reasoning

Add code
Feb 19, 2025
Viaarxiv icon

Mitigating Popularity Bias in Collaborative Filtering through Fair Sampling

Add code
Feb 19, 2025
Viaarxiv icon

Enhancing Cross-Domain Recommendations with Memory-Optimized LLM-Based User Agents

Add code
Feb 19, 2025
Viaarxiv icon

Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning

Add code
Nov 05, 2024
Viaarxiv icon

FIRP: Faster LLM inference via future intermediate representation prediction

Add code
Oct 27, 2024
Viaarxiv icon

Constructing and Masking Preference Profile with LLMs for Filtering Discomforting Recommendation

Add code
Oct 07, 2024
Figure 1 for Constructing and Masking Preference Profile with LLMs for Filtering Discomforting Recommendation
Figure 2 for Constructing and Masking Preference Profile with LLMs for Filtering Discomforting Recommendation
Figure 3 for Constructing and Masking Preference Profile with LLMs for Filtering Discomforting Recommendation
Figure 4 for Constructing and Masking Preference Profile with LLMs for Filtering Discomforting Recommendation
Viaarxiv icon

ReMamba: Equip Mamba with Effective Long-Sequence Modeling

Add code
Sep 01, 2024
Figure 1 for ReMamba: Equip Mamba with Effective Long-Sequence Modeling
Figure 2 for ReMamba: Equip Mamba with Effective Long-Sequence Modeling
Figure 3 for ReMamba: Equip Mamba with Effective Long-Sequence Modeling
Figure 4 for ReMamba: Equip Mamba with Effective Long-Sequence Modeling
Viaarxiv icon

Graph-Structured Speculative Decoding

Add code
Jul 23, 2024
Figure 1 for Graph-Structured Speculative Decoding
Figure 2 for Graph-Structured Speculative Decoding
Figure 3 for Graph-Structured Speculative Decoding
Figure 4 for Graph-Structured Speculative Decoding
Viaarxiv icon

EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction

Add code
Jun 10, 2024
Viaarxiv icon

Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism

Add code
Jun 06, 2024
Viaarxiv icon