Jialu Liu

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1385 citations
   #cs.CL #cs.AI
2. Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
   2023/06/30 by Zhen Qin, Rolf Jagerman, Qin, Zhen +21 · 1 voice · 52 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.IR #cs.LG
3. Statistical Rejection Sampling Improves Preference Optimization
   2023/09/13 by Tianqi Liu, Yao Zhao, Liu, Tianqi +11 · 34 citations
   Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
4. OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
   2024/11/07 by Siming Huang, Huang, Siming, Jialu Liu +34 · 42 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
5. The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
   2023/12/29 by Kaiyuan Yang, Fabio Musio, Yang, Kaiyuan +225 · 13 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CV #cs.LG #q-bio.QM #q-bio.TO
6. Automated Phrase Mining from Massive Text Corpora
   2017/02/15 by Jingbo Shang, Shang, Jingbo, Jialu Liu +9 · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. Effects of China's pilot low-carbon city policy on carbon emission reduction: A quasi-natural experiment based on satellite data
   2021/12/08 by Weidong Huo, Jie Qi, Tong Yang +3 · 3 citations
   Environmental Science · Economics, Econometrics and Finance · #Impact of Light on Environment and Health #Energy, Environment, Economic Growth #Air Quality and Health Impacts
8. Generating Representative Headlines for News Stories
   2020/01/26 by Xiaotao Gu, Yuning Mao, Gu, Xiaotao +17 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
9. Predicting Text Preference Via Structured Comparative Reasoning
   2023/11/14 by Jing Nathan Yan, Yan, Jing Nathan, Tianqi Liu +21 · 2 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Advanced Text Analysis Techniques
10. PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
    2024/06/05 by Rongzhi Zhang, Zhang, Rongzhi, Jiaming Shen +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
11. Multi-head or Single-head? An Empirical Comparison for Transformer Training
    2021/06/17 by Liyuan Liu, Liu, Liyuan, Jialu Liu +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
12. Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning
    2025/06/12 by Jialu Liu, Dongzhe Fan, Liu, Jiajin +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling