Liang Xie

1. From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
   2024/06/04 by Zhang Xiao-feng, Zhang, Xiaofeng, Quan, Yihao +16 · 17 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion
   2022/03/18 by Xiaopei Wu, Wu, Xiaopei, Liang Peng +13 · 8 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Robotics and Sensor-Based Localization
3. From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
   2024/09/03 by Wei Chen, Zhen Huang, Chen, Wei +21 · 15 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
4. Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?
   2022/03/17 by Yibo Yang, Yang, Yibo, Shixiang Chen +9 · 6 citations
   Computer Science · Engineering · #Imbalanced Data Classification Techniques #Infrastructure Maintenance and Monitoring #Domain Adaptation and Few-Shot Learning
5. Instance-adaptive Zero-shot Chain-of-Thought Prompting
   2024/09/30 by Xiaosong Yuan, Chen‐Yang Shen, Yuan, Xiaosong +15 · 10 citations
   Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Model Reduction and Neural Networks
6. SciPIP: An LLM-based Scientific Paper Idea Proposer
   2024/10/30 by Wenxiao Wang, L. M. Gu, Wang, Wenxiao +15 · 5 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Research Data Management Practices #Scientific Computing and Data Management #Semantic Web and Ontologies
7. Characterisation of SiPM Photon Emission in the Dark
   2021/07/29 by J. B. McLaughlin, G. Gallina, McLaughlin, J. B. +27 · 2 citations
   Physics and Astronomy · #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Neutrino Physics Research #Particle Detector Development and Performance #Radiation Detection and Scintillator Technologies
8. Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models
   2024/12/19 by Xiao Cui, Mo Zhu, Cui, Xiao +9 · 6 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotics and Automated Systems #Speech Recognition and Synthesis #Topic Modeling
9. Semi-supervised 3D Object Detection with PatchTeacher and PillarMix
   2024/07/13 by Xiaopei Wu, Wu, Xiaopei, Liang Peng +15 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
10. Dynamic hybrid visual-thermal multimodal perception neuromorphic devices based on defect modulation of electrospun nanofibers
    2024/12/09 by Shengkai Wen, Yanan Liu, Yi Li +3 · 1 voice · 2 citations
    Engineering · Materials Science · #Advanced Memory and Neural Computing #Transition Metal Oxide Nanomaterials #Conducting polymers and applications
11. Developing a machine learning model for accurate nucleoside hydrogels prediction based on descriptors
    2024/03/23 by Weiqi Li, Yinghui Wen, Kaichao Wang +6 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · Materials Science · #Advanced biosensing and bioanalysis techniques #Click Chemistry and Applications #Supramolecular Self-Assembly in Materials
12. Controlling Thinking Speed in Reasoning Models
    2025/07/04 by Zhengkai Lin, Zhihang Fu, Lin, Zhengkai +15 · 4 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences
13. A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting
    2025/06/01 by Zheng, Jiankai, Liang Xie, Xie, Liang · 1 citation
    Computer Science · #Time Series Analysis and Forecasting #Neural Networks and Applications #Advanced Computational Techniques and Applications
14. GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models
    2025/06/12 by Kaiyuan Liu, Zhang, Zhanwei, Liu, Kaiyuan +12 · 2 citations
    Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
15. LipGen: Viseme-Guided Lip Video Generation for Enhancing Visual Speech Recognition
    2025/01/08 by Bowen Hao, Hao, Bowen, Dongliang Zhou +11 · 1 citation
    Computer Science · #Speech and Audio Processing #Face recognition and analysis
16. Generating Vision-Language Navigation Instructions Incorporated Fine-Grained Alignment Annotations
    2025/06/10 by Yibo Cui, Liang Xie, Cui, Yibo +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Topic Modeling