Yongqi Li
- Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
2024/01/15 by Heming Xia, Xia, Heming, Zhe Yang +15 · 41 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Data-efficient Fine-tuning for LLM-based Recommendation
2024/01/30 by Xinyu Lin, Lin, Xinyu, Wenjie Wang +11 · 35 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Power Systems and Technologies #Topic Modeling #Web Data Mining and Analysis
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs
2025/02/17 by Xia, Heming, Chak Tou Leong, Leong, Chak Tou +6 · 61 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
2023/10/10 by Xinyu Lin, Wenjie Wang, Lin, Xinyu +9 · 12 citations
Computer Science · Medicine · #Topic Modeling #Recommender Systems and Techniques #Radiomics and Machine Learning in Medical Imaging
- Learning to Rank in Generative Retrieval
2023/06/27 by Yongqi Li, Li, Yongqi, Nan Yang +7 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
2024/02/03 by Cunxiao Du, Jing Jiang, Du, Cunxiao +19 · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Cellular Automata and Applications #Computation and Language (cs.CL) #DNA and Biological Computing #FOS: Computer and information sciences
- SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
2024/10/09 by Heming Xia, Yongqi Li, Xia, Heming +7 · 17 citations
Computer Science · Physics and Astronomy · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Magnetic confinement fusion research #Network Packet Processing and Optimization
- Large Language Models Empowered Personalized Web Agents
2024/10/22 by Cai, Hongru, Yongqi Li, Li, Yongqi +10 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- Interleaved-Modal Chain-of-Thought
2024/11/29 by Gao Jun, Yongqi Li, Gao, Jun +5 · 16 citations
Physics and Astronomy · #Opinion Dynamics and Social Influence
- Prompting Large Language Models for Counterfactual Generation: An Empirical Study
2023/05/24 by Yongqi Li, Li, Yongqi, Mayi Xu +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Multiview Identifiers Enhanced Generative Retrieval
2023/05/26 by Yongqi Li, Li, Yongqi, Nan Yang +7 · 4 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
2024/02/16 by Yongqi Li, Wenjie Wang, Li, Yongqi +9 · 5 citations
Computer Science · #Multimodal Machine Learning Applications
- Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
2024/06/25 by Qiancheng Xu, Yongqi Li, Xu, Qiancheng +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- MultiConIR: Towards multi-condition Information Retrieval
2025/03/11 by Xuan Lu, Sifan Liu, Lu, Xuan +14 · 6 citations
Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR)
- TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
2024/06/09 by Leigang Qu, Haochuan Li, Qu, Leigang +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimedia (cs.MM)
- Data Distillation for Text Classification
2021/04/17 by Yongqi Li, Li, Yongqi, Wenjie Li +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification #Text and Document Classification Technologies
- Distillation Enhanced Generative Retrieval
2024/02/16 by Yongqi Li, Zhen Zhang, Li, Yongqi +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Image Retrieval and Classification Techniques
- SLPO: Scaling Latent Reasoning via a Surrogate Policy
2026/07/22 by Runyang You, Zhiyuan Liu, Yongqi Li +1
#cs.CL #cs.AI #cs.LG