Shuai Liu

1. LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
   2024/07/17 by Kaichen Zhang, Zhang, Kaichen, Bo Li +19 · 85 citations
   Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
2. Spatiotemporal transcriptomic atlas of mouse organogenesis using DNA nanoball-patterned arrays
   2022/05/01 by Ao Chen, Sha Liao, Mengnan Cheng +66 · 39 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · #Cell Image Analysis Techniques #Microfluidic and Bio-sensing Technologies #Single-cell and spatial transcriptomics
3. PartImageNet: A Large, High-Quality Dataset of Parts
   2021/12/02 by He Ju, He, Ju, Shuo Yang +15 · 15 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 #Multimodal Machine Learning Applications
4. Octopus: Embodied Vision-Language Programmer from Environmental Feedback
   2023/10/12 by Jingkang Yang, Yang, Jingkang, Yuhao Dong +19 · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
5. TransFG: A Transformer Architecture for Fine-grained Recognition
   2021/03/14 by He Ju, He, Ju, Jie-Neng Chen +11 · 9 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
6. SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling
   2023/03/30 by Zhitao Yang, Yang, Zhitao, Zhongang Cai +26 · 9 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 #Human Pose and Action Recognition
7. Gravitational wave astronomy with TianQin
   2024/09/29 by En-Kun Li, En-Kun 恩坤 Li 李, Li, En-Kun +149 · 16 citations
   Physics and Astronomy · #Pulsars and Gravitational Waves Research #Gamma-ray bursts and supernovae #Astrophysics and Cosmic Phenomena
8. EgoLife: Towards Egocentric Life Assistant
   2025/03/05 by Jingkang Yang, Shuai Liu, Yang, Jingkang +38 · 18 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
9. Online mental health services in China during the COVID-19 outbreak
   2020/02/18 by Shuai Liu, Lulu Yang, Chenxi Zhang +5 · 14 citations
   Psychology · #COVID-19 and Mental Health #Digital Mental Health Interventions #Mental Health Treatment and Access
10. D3R Grand Challenge 2: blind prediction of protein–ligand poses, affinity rankings, and relative binding free energies
    2017/12/04 by Zied Gaieb, Shuai Liu, Symon Gathiaka +12 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · Materials Science · #Computational Drug Discovery Methods #Protein Structure and Dynamics #Enzyme Structure and Function
11. A Multi-Resolution 3D-DenseNet for Chemical Shift Prediction in NMR Crystallography
    2019/05/31 by Shuai Liu, Liu, Shuai, Jie Li +15 · 3 citations
    Chemistry · Materials Science · #Advanced NMR Techniques and Applications #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Molecular spectroscopy and chirality
12. NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and\n Results
    2020/05/08 by Abdelrahman Abdelhamed, Abdelhamed, Abdelrahman, Mahmoud Afifi +175 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
13. SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting
    2024/06/18 by Yue Jiang, Xiucheng Li, Jiang, Yue +11 · 5 citations
    Economics, Econometrics and Finance · Computer Science · #Complex Systems and Time Series Analysis #Time Series Analysis and Forecasting #Geochemistry and Geologic Mapping
14. Exploration via linearly perturbed loss minimisation
    2023/11/13 by David M. Janz, Janz, David, Shuai Liu +5 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
15. SURDS: Benchmarking Spatial Understanding and Reasoning in Driving Scenarios with Vision Language Models
    2024/11/20 by Xianda Guo, Guo, Xianda, Ruijun Zhang +14 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
16. 4D Panoptic Scene Graph Generation
    2024/05/16 by Jingkang Yang, Yang, Jingkang, Jun Cen +15 · 4 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
17. TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models
    2024/03/04 by Yilong Ren, Yue Chen, Ren, Yilong +9 · 3 citations
    Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
18. Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes
    2023/10/03 by Zhilu Zhang, Zhang, Zhilu, Haoyu Wang +9 · 3 citations
    Computer Science · Engineering · #Image Enhancement Techniques #Advanced Vision and Imaging #Photoacoustic and Ultrasonic Imaging
19. NextLocLLM: Location Semantics Modeling and Coordinate-Based Next Location Prediction with LLMs
    2024/10/11 by Shuai Liu, N. Cao, Liu, Shuai +7 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
20. Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report
    2022/11/07 by Andrey Ignatov, Radu Timofte, Ignatov, Andrey +73 · 2 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 #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
21. Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs
    2025/05/24 by Mengqi Liao, Xiangyu Xi, Liao, Mengqi +12 · 7 citations
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms
22. RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation
    2023/06/12 by Shuai Liu, Hyundong Cho, Liu, Shuai +7 · 2 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
23. A Survey of Defenses Against AI-Generated Visual Media: Detection,Disruption, and Authentication
    2024/07/15 by Jingyi Deng, Chenhao Lin, Deng, Jingyi +10 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
24. Can Language Model Moderators Improve the Health of Online Discourse?
    2023/11/16 by Hyundong Cho, Cho, Hyundong, Shuai Liu +19 · 2 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Digital Communication and Language #Text Readability and Simplification
25. Disco4D: Disentangled 4D Human Generation and Animation from a Single Image
    2024/09/25 by Hui En Pang, Shuai Liu, Pang, Hui En +9 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
26. AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results
    2019/11/04 by Kai Zhang, Shuhang Gu, Zhang, Kai +54 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
27. NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results
    2020/05/05 by Andreas Lugmayr, Martin Danelljan, Lugmayr, Andreas +89 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Image Fusion Techniques
28. MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results
    2024/04/30 by Yuekun Dai, Dafeng Zhang, Dai, Yuekun +123 · 2 citations
    Energy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Oil, Gas, and Environmental Issues
29. Entangled dual-comb spectroscopy
    2024/12/27 by Abdulkarim Hariri, Shuai Liu, Hariri, Abdulkarim +9 · 4 citations
    Chemistry · #Advanced Proteomics Techniques and Applications #FOS: Physical sciences #Mass Spectrometry Techniques and Applications #Optics (physics.optics) #Quantum Physics (quant-ph)
30. FSHNet: Fully Sparse Hybrid Network for 3D Object Detection
    2025/06/04 by Shuai Liu, Mingyue Cui, Liu, Shuai +11 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #3D Shape Modeling and Analysis #Domain Adaptation and Few-Shot Learning
31. Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
    2022/10/20 by Marcos V. Conde, Conde, Marcos V., Radu Timofte +83 · 1 citation
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
32. Event-triggered privacy preserving consensus control with edge-based additive noise
    2023/03/19 by Liang Limei, Liang, Limei, Ruiqi Ding +3 · 1 citation
    Computer Science · #Distributed Control Multi-Agent Systems #Security in Wireless Sensor Networks #Neural Networks Stability and Synchronization
33. CALCR exacerbates renal cell carcinoma progression via stabilizing CD44
    2024/07/09 by Haiyang Yan, Zhaohui Xing, Shuai Liu +3 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Signaling Pathways in Disease #Immune cells in cancer #Caveolin-1 and cellular processes
34. Distributed Online Bandit Nonconvex Optimization with One-Point Residual Feedback via Dynamic Regret
    2024/09/24 by Youqing Hua, Hua, Youqing, Shuai Liu +7 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Smart Grid Energy Management
35. Chemical abundances of 20 barium stars from the OHP spectra
    2024/10/17 by Guochao Yang, Yang, Guochao, Jingkun Zhao +17 · 1 citation
    Physics and Astronomy · #Astro and Planetary Science #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
36. LEIA discovery of the longest-lasting and most energetic stellar X-ray flare ever detected
    2024/10/23 by Xuan Mao, He‐Yang Liu, Mao, Xuan +83 · 1 citation
    Physics and Astronomy · #Solar and Space Plasma Dynamics
37. Fabrication of Ultra-Low-Loss, Dispersion-Engineered Silicon Nitride Photonic Integrated Circuits via Silicon Hardmask Etching
    2024/11/04 by Shuai Liu, Liu, Shuai, Yuheng Zhang +7 · 1 citation
    Computer Science · Engineering · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optics (physics.optics) #Photonic and Optical Devices #Semiconductor Lasers and Optical Devices
38. HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis
    2024/08/16 by Zhi-Bo Liu, Liu, Zhi-Bo, Xiaobo Pang +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Cell Image Analysis Techniques
39. NTIRE 2024 Challenge on Night Photography Rendering
    2024/06/18 by Egor Ershov, Artyom Panshin, Ershov, Egor +97 · 1 citation
    Computer Science · Environmental Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Impact of Light on Environment and Health
40. HumanCLAW: Can Vision-Language Models Act Through a Body?
    2026/07/29 by Siyao Li, Jiawei Gu, Shuai Liu +15
    Computer Science · #cs.CV #cs.RO
41. Associations between childhood maltreatment and disorders of gut-brain interaction in children and adolescents: The mediating role of psychological resilience
    2026/07/16 by Yiling Xie, Yuanyuan Xiao, A Liya +11
    Psychology · Neuroscience · #Child Abuse and Trauma #Child and Adolescent Psychosocial and Emotional Development #Stress Responses and Cortisol
42. The Second LoViF 2026 Challenge on Real-World All-in-One Image Restoration: Methods and Results
    2026/07/23 by Xiang Chen, Hao Li, Jiangxin Dong +89
    #cs.CV
43. Locality-Aware Density Control for Efficient Gaussian-based Image Representation
    2026/07/20 by Jiacong Chen, Qingyu Mao, Xiandong Meng +5
    #cs.CV