Xiaotian Han

1. Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
   2023/04/26 by Jingfeng Yang, Hongye Jin, Yang, Jingfeng +13 · 5 voices · 54 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Topic Modeling #cs.AI #cs.CL #cs.LG
2. Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning
   2024/01/10 by Yiqi Wang, Wentao Chen, Wang, Yiqi +17 · 34 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
3. Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks
   2025/05/26 by Debargha Ganguly, Vikash Singh, Ganguly, Debargha +18 · 4 voices · 4 citations
   Computer Science · #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.LO #cs.SE
4. LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
   2024/01/02 by Hongye Jin, Jin, Hongye, Xiaotian Han +13 · 20 citations
   Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Machine Learning and Algorithms
5. Does Synthetic Data Generation of LLMs Help Clinical Text Mining?
   2023/03/08 by Ruixiang Tang, Xiaotian Han, Tang, Ruixiang +5 · 13 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
6. InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection
   2025/01/08 by Yuhang Liu, Liu, Yuhang, Pengxiang Li +16 · 19 citations
   Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
7. DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
   2024/10/24 by Yuang Ai, Xiaoqiang Zhou, Ai, Yuang +11 · 14 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
8. MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking Benchmark
   2021/11/30 by Xiaotian Han, Quanzeng You, Han, Xiaotian +13 · 6 citations
   Computer Science · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Impact of Light on Environment and Health #Video Surveillance and Tracking Methods
9. CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation
   2025/03/25 by Nengbo Wang, Xiaotian Han, Wang, Nengbo +7 · 1 voice · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.CL #cs.IR
10. Speculative Thinking: Enhancing Small-Model Reasoning with Large Model Guidance at Inference Time
    2025/04/12 by Yang Wang, Yang, Wang, Yue Xiang +5 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
11. MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization
    2022/09/30 by Xiaotian Han, Tong Zhao, Han, Xiaotian +7 · 4 citations
    Computer Science · Engineering · Materials Science · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Social and Information Networks (cs.SI)
12. NeuralPLexer3: Accurate Biomolecular Complex Structure Prediction with Flow Models
    2024/12/14 by Zhuoran Qiao, Feizhi Ding, Qiao, Zhuoran +22 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomolecules (q-bio.BM) #Cell Image Analysis Techniques #Chemical Physics (physics.chem-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Statistical and Computational Modeling
13. InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning
    2024/09/19 by Xiaotian Han, Yiren Jian, Han, Xiaotian +19 · 5 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Educational Tools and Methods #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimedia (cs.MM) #Natural Language Processing Techniques
14. ViTAR: Vision Transformer with Any Resolution
    2024/03/27 by Qihang Fan, Quanzeng You, Fan, Qihang +13 · 2 citations
    Engineering · #CCD and CMOS Imaging Sensors #Image Processing Techniques and Applications #Infrared Target Detection Methodologies
15. FMP: Toward Fair Graph Message Passing against Topology Bias
    2022/02/08 by Zhimeng Jiang, Xiaotian Han, Jiang, Zhimeng +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
16. ERNIE 5.0 Technical Report
    2026/02/04 by Haifeng Wang, Hua Wu, Tian Wu +432 · 2 voices
    Computer Science · #cs.CL
17. InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization
    2025/08/07 by Yuhang Liu, Zeyu Liu, Liu, Yuhang +20 · 7 citations
    Computer Science · #Augmented Reality Applications #Context-Aware Activity Recognition Systems
18. Marginal Nodes Matter: Towards Structure Fairness in Graphs
    2023/10/23 by Xiaotian Han, Han, Xiaotian, Kaixiong Zhou +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
19. Thinking Preference Optimization
    2025/02/17 by Yang Wang, Hongye Jin, Yang, Wang +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling