Sheng Zhang

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 · 1362 citations
   #cs.CL #cs.AI
2. Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
   2023/11/28 by Harsha Nori, Nori, Harsha, Yin Tat Lee +36 · 5 voices · 49 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CL
3. LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
   2023/06/01 by Chunyuan Li, Cliff Wong, Li, Chunyuan +15 · 239 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation
   2025/01/21 by Zibo Zhao, Zhao, Zibo, Zeqiang Lai +153 · 1 voice · 97 citations
   Computer Science · #Computer Graphics and Visualization Techniques #cs.CV
5. BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
   2023/03/02 by Sheng Zhang, Zhang, Sheng, Yanbo Xu +34 · 87 citations
   Computer Science · Medicine · #Topic Modeling #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
6. DeepFaceLab: Integrated, flexible and extensible face-swapping framework
   2020/05/12 by Ivan Perov, Perov, Ivan, Daiheng Gao +25 · 1 voice · 12 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG #cs.MM #eess.IV
7. The Illusion of Readiness in Health AI
   2025/09/22 by Yu Gu, Yu‐Cheng Gu, Gu, Yu +64 · 13 voices · 4 citations
   Decision Sciences · Computer Science · #Scientific Computing and Data Management #Topic Modeling
8. PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery
   2022/12/11 by Sheng Zhang, Zhang, Sheng, Salman Khan +9 · 16 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
9. DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
   2022/09/30 by Donghan Yu, Sheng Zhang, Yu, Donghan +17 · 11 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
10. Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
    2023/01/21 by Shuaichen Chang, Jun Wang, Chang, Shuaichen +29 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
11. Finite-Sample Analysis of Nonlinear Stochastic Approximation with Applications in Reinforcement Learning
    2019/05/27 by Zaiwei Chen, Chen, Zaiwei, Sheng Zhang +7 · 9 citations
    Computer Science · Decision Sciences · Neuroscience · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural dynamics and brain function #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
12. UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
    2023/08/07 by Wenxuan Zhou, Zhou, Wenxuan, Sheng Zhang +7 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
13. DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
    2021/06/11 by Daochen Zha, Zha, Daochen, Jingru Xie +11 · 7 citations
    Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Gambling Behavior and Treatments #Machine Learning (cs.LG)
14. Context-faithful Prompting for Large Language Models
    2023/03/20 by Wenxuan Zhou, Zhou, Wenxuan, Sheng Zhang +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
15. A Review on Graph Neural Network Methods in Financial Applications
    2021/11/27 by Jianian Wang, Wang, Jianian, Sheng Zhang +5 · 6 citations
    Computer Science · #Advanced Graph Neural Networks
16. Generative Medical Event Models Improve with Scale
    2025/08/16 by Shane Waxler, Paul Blazek, Waxler, Shane +40 · 4 voices · 6 citations
    Health Professions · Computer Science · #cs.LG #cs.AI #cs.CL
17. Detecting Curve Text in the Wild: New Dataset and New Solution
    2017/12/06 by Lianwen Jin, Yuliang, Liu, Lianwen, Jin +4 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Vehicle License Plate Recognition
18. Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
    2023/05/30 by Xingyu Fu, Fu, Xingyu, Sheng Zhang +23 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
19. UNITE: A Unified Benchmark for Text-to-SQL Evaluation
    2023/05/25 by Wuwei Lan, Zhiguo Wang, Lan, Wuwei +33 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
20. FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text\n Processing
    2022/03/14 by Ilias Chalkidis, Chalkidis, Ilias, Tommaso Pasini +9 · 3 citations
    Social Sciences · #Artificial Intelligence in Law #Comparative and International Law Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law in Society and Culture
21. Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought
    2025/05/21 by Ao Liu, Tencent Hunyuan Team, Liu, Ao +509 · 1 voice · 10 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Big Data and Digital Economy #Topic Modeling #cs.CL
22. Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning
    2025/02/27 by Sheng Zhang, Zhang, Sheng, Qianchu Liu +7 · 7 citations
    Computer Science · #Topic Modeling #Machine Learning in Healthcare #Multimodal Machine Learning Applications
23. X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains
    2025/05/06 by Qianchu Liu, Liu, Qianchu, Sheng Zhang +21 · 10 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) #Multimodal Machine Learning Applications #Topic Modeling
24. MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering
    2024/06/03 by Robert Osazuwa Ness, Katie Matton, Ness, Robert Osazuwa +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Topic Modeling
25. Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning
    2022/08/30 by Sheng Zhang, Zhang, Sheng, Hao Cheng +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
26. Slice-Level Scheduling for High Throughput and Load Balanced LLM Serving
    2024/06/19 by K. Cheng, Wen Hu, Cheng, Ke +9 · 3 citations
    Engineering · #Distributed #FOS: Computer and information sciences #Parallel #Scheduling and Optimization Algorithms #Sensorless Control of Electric Motors #and Cluster Computing (cs.DC)
27. Calpain 2 and PTP1B function in a novel pathway with Src to regulate invadopodia dynamics and breast cancer cell invasion
    2008/03/10 by Christa L. Cortesio, Keefe T. Chan, Benjamin J. Perrin +4 · 26 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Calpain Protease Function and Regulation #Cellular Mechanics and Interactions #Cell Adhesion Molecules Research
28. Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models
    2023/12/12 by Sheng Zhang, Hui Li, Zhang, Sheng +1 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research
29. Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning
    2024/09/09 by Jianguo Sun, Yifan Jia, Sun, Jianguo +9 · 3 citations
    Computer Science · #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN) #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
30. Enabling Efficient Batch Serving for LMaaS via Generation Length Prediction
    2024/06/07 by Ke Cheng, Wen Hu, Cheng, Ke +9 · 2 citations
    Computer Science · Engineering · #Distributed #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Optical Wireless Communication Technologies #Parallel #Wireless Communication Networks Research #and Cluster Computing (cs.DC)
31. Distributed Community Detection in Large Networks
    2022/03/12 by Sheng Zhang, Zhang, Sheng, Rui Song +5 · 1 citation
    Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computation (stat.CO) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Opinion Dynamics and Social Influence
32. Agentic Artificial Intelligence in Finance: A Comprehensive Survey
    2026/04/23 by Irene Aldridge, Jolie An, Riley Burke +23 · 1 voice
    Economics, Econometrics and Finance · #econ.EM #q-fin.CP
33. DVHN: A Deep Hashing Framework for Large-scale Vehicle Re-identification
    2021/12/09 by Yongbiao Chen, Chen, Yongbiao, Sheng Zhang +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
34. Continual Contrastive Finetuning Improves Low-Resource Relation Extraction
    2022/12/21 by Wenxuan Zhou, Zhou, Wenxuan, Sheng Zhang +7 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
35. Benchmarking Diverse-Modal Entity Linking with Generative Models
    2023/05/27 by Sijia Wang, Alexander Hanbo Li, Wang, Sijia +21 · 1 citation
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Text and Document Classification Technologies
36. When AI Eats Itself: On the Caveats of AI Autophagy
    2024/05/15 by Xiaodan Xing, Xing, Xiaodan, Fadong Shi +20 · 1 voice · 1 citation
    Social Sciences · #Ethics and Social Impacts of AI #cs.AI #cs.LG
37. Coarsening of chiral domains in itinerant electron magnets: A machine learning force field approach
    2024/03/18 by Yunhao Fan, Fan, Yunhao, Sheng Zhang +3 · 2 citations
    Computer Science · Materials Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Magnetic Properties and Applications #Magnetic properties of thin films #Strongly Correlated Electrons (cond-mat.str-el)
38. Asynchronous Federated Learning with Incentive Mechanism Based on Contract Theory
    2023/10/10 by Danni Yang, Yun Ji, Yang, Danni +7 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Recommender Systems and Techniques
39. Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events
    2023/07/12 by 裕二 池谷, Sheng Zhang, Gu, Yu +19 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
40. Flexible generation of structured terahertz fields via programmable exchange-biased spintronic emitters
    2023/11/20 by Shunjia Wang, Wentao Qin, Wang, Shunjia +17 · 1 citation
    Physics and Astronomy · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Optics (physics.optics) #physics.app-ph #physics.optics
41. DNS-Rec: Data-aware Neural Architecture Search for Recommender Systems
    2024/02/01 by Sheng Zhang, Maolin Wang, Zhang, Sheng +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Video Analysis and Summarization
42. Nanometer-resolution 3D Tomographic and Vectorial Near-field Imaging in Dielectric Optical Resonators
    2024/06/19 by Bingbing Zhu, Qingnan Cai, Zhu, Bingbing +13 · 1 citation
    Physics and Astronomy · #FOS: Physical sciences #Optics (physics.optics) #physics.optics
43. Single Mutations in the VP2 300 Loop Region of the Three-Fold Spike of the Carnivore Parvovirus Capsid Can Determine Host Range
    2015/10/29 by Andrew B. Allison, Lindsey J. Organtini, Sheng Zhang +4 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · Medicine · #Virus-based gene therapy research #Animal Virus Infections Studies #Respiratory viral infections research
44. Lines of Bound States in the Continuum in a Phononic Crystal Slab
    2024/10/22 by Lin Yang, Riyi Zheng, Yang, Lin +17 · 1 citation
    Engineering · #Acoustic Wave Phenomena Research #Classical Physics (physics.class-ph) #FOS: Physical sciences #Geotechnical and Geomechanical Engineering #Materials Science (cond-mat.mtrl-sci)
45. Computation of Optimal Control Problems with Terminal Constraint via Modified Evolution Partial Differential Equation
    2018/01/29 by Sheng Zhang, Zhang, Sheng, Kaifeng He +3 · 2 citations
    Engineering · Mathematics · #Spacecraft Dynamics and Control #Aerospace Engineering and Control Systems #Numerical methods for differential equations
46. DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction
    2025/07/10 by Cunhang Fan, Fan, Cunhang, Sheng Zhang +11 · 1 citation
    Engineering · Materials Science · Neuroscience · #Audio and Speech Processing (eess.AS) #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning in Materials Science #Neural dynamics and brain function #Sound (cs.SD) #electronic engineering #information engineering
47. SCOOT: SLO-Oriented Performance Tuning for LLM Inference Engines
    2024/08/08 by Ke Cheng, Zhi Wang, Cheng, Ke +9 · 1 citation
    Engineering · #Industrial Automation and Control Systems #Advanced Control Systems Design #Fault Detection and Control Systems
48. Recent Progress in CO ₂ Conversion: An Overview of Catalytic Strategies for Sustainable Fuel and Chemical Synthesis
    2025/12/01 by An Zhang, Yanming Cai, Li Guo +66 · 1 voice · 1 citation
    Chemical Engineering · Energy · #CO2 Reduction Techniques and Catalysts #Carbon dioxide utilization in catalysis #Catalysts for Methane Reforming
49. DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation
    2025/05/20 by He Wang, Alexander Hanbo Li, Wang, He +15 · 2 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #FOS: Computer and information sciences #Online Learning and Analytics
50. Solve the General Constrained Optimal Control Problem with Common Integration Method
    2018/02/06 by Sheng Zhang, Zhang, Sheng, Gao, Jin-Mei · 1 citation
    Engineering · #Spacecraft Dynamics and Control #Aerospace Engineering and Control Systems #Advanced Control Systems Optimization
51. RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions
    2025/05/19 by Cheng Tang, Ning, Junzhi, Kaijing Zhou +26 · 3 citations
    Medicine · Computer Science · #Retinal Imaging and Analysis #Retinal Diseases and Treatments #Multimodal Machine Learning Applications
52. GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Whole-Slide and Tumor Microenvironment Analysis
    2026/07/20 by Naoto Usuyama, Jeya Maria Jose Valanarasu, Sicong Yao +27
    #cs.CV #cs.AI