Sheng Liu
- Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
2024/03/11 by Weixin Liang, Zachary Izzo, Liang, Weixin +22 · 25 voices · 43 citations
Medicine · #Artificial Intelligence in Healthcare and Education
- TextGrad: Automatic "Differentiation" via Text
2024/06/11 by Mert Yüksekgönül, Mert Yuksekgonul, Yuksekgonul, Mert +12 · 3 voices · 37 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.LG
- Mapping the Increasing Use of LLMs in Scientific Papers
2024/04/01 by Weixin Liang, Liang, Weixin, Yaohui Zhang +27 · 6 voices · 27 citations
Computer Science · Social Sciences · #cs.CL #cs.AI #cs.DL #cs.LG #cs.SI
- Early-Learning Regularization Prevents Memorization of Noisy Labels
2020/06/30 by Sheng Liu, Liu, Sheng, Jonathan Niles‐Weed +5 · 31 citations
Computer Science · #Machine Learning and Data Classification #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications
- In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
2023/11/11 by Sheng Liu, Liu, Sheng, Lei Xing +4 · 46 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Quantifying large language model usage in scientific papers
2025/08/04 by Weixin Liang, Yaohui Zhang, Zhengxuan Wu +11 · 1 voice · 31 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- Observation of Exciton Polariton Condensation in a Perovskite Lattice at Room Temperature
2019/06/27 by Rui Su, Su, Rui, Sanjib Ghosh +9 · 9 citations
Physics and Astronomy · Social Sciences · Engineering · #Strong Light-Matter Interactions #Social Media and Politics #Perovskite Materials and Applications
- MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
2024/08/06 by Yunfei Xie, Ce Zhou, Xie, Yunfei +19 · 22 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
- TFG: Unified Training-Free Guidance for Diffusion Models
2024/09/24 by Haotian Ye, Haowei Lin, Ye, Haotian +15 · 19 citations
Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering
- Reducing Hallucinations in Vision-Language Models via Latent Space Steering
2024/10/21 by Sheng Liu, Haotian Ye, Liu, Sheng +5 · 18 citations
Medicine · #Epilepsy research and treatment
- OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning
2025/02/16 by Lü Pan, Lu, Pan, Bowen Chen +9 · 20 citations
Computer Science · #Multi-Agent Systems and Negotiation
- More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
2025/05/23 by Chengzhi Liu, Liu, Chengzhi, Zhongxing Xu +13 · 23 citations
Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
- Diffusion Models for Robotic Manipulation: A Survey
2025/04/11 by R. Wolf, Wolf, Rosa, Yitian Shi +5 · 17 citations
Engineering · #Manufacturing Process and Optimization #Robotic Mechanisms and Dynamics #Robot Manipulation and Learning
- Broken symmetry dielectric resonators for high quality-factor Fano metasurfaces
2016/07/21 by Salvatore Campione, Sheng Liu, Campione, Salvatore +19 · 3 citations
Materials Science · Engineering · #Metamaterials and Metasurfaces Applications #Advanced Antenna and Metasurface Technologies #Plasmonic and Surface Plasmon Research
- Adaptive Early-Learning Correction for Segmentation from Noisy Annotations
2021/10/07 by Sheng Liu, Kangning Liu, Liu, Sheng +7 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Avoiding spurious correlations via logit correction
2022/12/02 by Sheng Liu, Liu, Sheng, Xu Zhang +9 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #electronic engineering #information engineering
- Layer-dependent interlayer antiferromagnetic spin reorientation in air-stable semiconductor CrSBr
2022/05/11 by Chen Ye, Ye, Chen, Cong Wang +25 · 3 citations
Materials Science · #2D Materials and Applications #Magnetic and transport properties of perovskites and related materials #Heusler alloys: electronic and magnetic properties
- Swin MAE: Masked Autoencoders for Small Datasets
2022/12/28 by Zi'an Xu, Xu, Zi'an, Yin Dai +13 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- Depth-Guided Sparse Structure-from-Motion for Movies and TV Shows
2022/04/05 by Sheng Liu, Liu, Sheng, Xiaohan Nie +2 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Optical measurement and interference techniques #Image Processing Techniques and Applications
- Defect detection for patterned fabric images based on GHOG and low-rank decomposition
2017/02/18 by Chunlei Li, Li, Chunlei, Guangshuai Gao +9 · 1 citation
Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Image Processing Techniques and Applications #Image and Object Detection Techniques
- Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains
2025/06/02 by Jianzhen Wu, Wu, Juncheng, Sheng Liu +12 · 6 citations
Business, Management and Accounting · #Big Data and Business Intelligence #Computation and Language (cs.CL) #ERP Systems Implementation and Impact #FOS: Computer and information sciences #Private Equity and Venture Capital
- Heat transport exploration through the GaN/diamond interfaces using machine learning potential
2025/01/16 by Zhanpeng Sun, Yunfei Song, Zijun Qi +8 · 3 citations
Materials Science · Engineering · #Thermal properties of materials #Advancements in Semiconductor Devices and Circuit Design #Semiconductor materials and devices
- PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels
2022/12/07 by Huaxi Huang, Huang, Huaxi, Hui Kang +11 · 1 citation
Engineering · Computer Science · #Image Processing Techniques and Applications #Image and Object Detection Techniques #Optical measurement and interference techniques
- Imaging emergent exotic quasiparticle state in a frustrated transition metal oxide
2023/06/11 by Yuita Fujisawa, Anjana Krishnadas, Fujisawa, Yuita +23 · 1 citation
Physics and Astronomy · #Advanced Condensed Matter Physics #FOS: Physical sciences #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
- In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
2025/10/07 by Zhuofeng Li, Zhunan Li, Li, Zhuofeng +16 · 1 voice · 6 citations
Computer Science · Decision Sciences · #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications #cs.AI #cs.CL #cs.LG #cs.MA
- OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems
2024/12/15 by Xiangming Wang, Wang, Xiangming, Haijin Zeng +9 · 1 citation
Computer Science · Engineering · #Face and Expression Recognition #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
- Dynamics of Topological Defects in a Rashba Spin-Orbit Coupled Bose-Einstein Condensate
2024/12/25 by Sheng Liu, Yong-Sheng Zhang, Liu, Sheng +1 · 1 citation
Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum, superfluid, helium dynamics #Topological Materials and Phenomena
- Learning Robust Grasping Strategy Through Tactile Sensing and Adaption Skill
2024/11/13 by Yueming Hu, Mengde Li, Hu, Yueming +9 · 1 citation
Health Professions · Neuroscience · Psychology · #Educational Games and Gamification #FOS: Computer and information sciences #Neuroscience, Education and Cognitive Function #Robotics (cs.RO) #Sports and Physical Education Research
- Entanglement-based quantum key distribution with data in hollow-core fiber
2026/07/28 by Yue Luo, Sheng Liu, Yun-Ru Fan +11
#quant-ph
- ASTRA-Net: Anatomy-Specific Transfer and Representation Alignment for Drug-Induced Sleep Endoscopy Segmentation
2026/07/23 by Suhua Sun, Yuqiao Wang, Sheng Liu +6
#cs.CV
- Spin-canting-induced Giant Nonlinear Optical Magnetochirality in a 2D Ferrotoroid
2026/07/30 by Shian Xia, Sheng Liu, Wenhe Jia +9
Physics and Astronomy · #physics.optics #cond-mat.mtrl-sci